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Grouped by Kin Score band and ranked by composite score within each, with the separate agent-readiness score alongside. Click the scores on any row to open the full facet and dimension breakdown behind both numbers, and click again to close it.

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2882 providers · showing the top 1000 by Kin Score

Exemplar 72 70+ Reference-quality API operations across every facet.
1
New Relic screenshot
New Relic Exemplar agent native

New Relic provides observability platform APIs for monitoring, analyzing, and optimizing your entire software stack with real-time insights into applications...

Composite
83.1
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 83.1/100 · exemplar
Contract Quality 21.9 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
2
Dynatrace screenshot
Dynatrace Exemplar agent native

Dynatrace is a software intelligence platform that provides application performance monitoring, artificial intelligence for operations, cloud infrastructure ...

Composite
83.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 83.0/100 · exemplar
Contract Quality 23.2 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
3
Microsoft Azure API Management Exemplar agent native

Microsoft Azure API Management is a hybrid, multicloud management platform for APIs across all environments. It is composed of an API gateway (data plane), a...

Composite
81.6
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 81.6/100 · exemplar
Contract Quality 15.7 / 25
Developer Ergonomics 18.7 / 20
Commercial Clarity 17.4 / 20
Operational Transparency 10.3 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
4
Google Cloud Platform screenshot
Google Cloud Platform Exemplar agent native

Google Cloud Platform enables developers to build, test, and deploy applications on Google's highly-scalable and reliable infrastructure.

Composite
80.4
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 80.4/100 · exemplar
Contract Quality 18.9 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 20.0 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
5
Bubble screenshot
Bubble Exemplar agent ready

Bubble is a no-code application development platform that lets builders ship full-stack web and mobile apps without writing code. Bubble exposes three develo...

Composite
80.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 80.3/100 · exemplar
Contract Quality 18.3 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 20.0 / 20
Operational Transparency 10.3 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
6
Inngest screenshot
Inngest Exemplar agent ready

Inngest is an event-driven durable execution platform for background jobs, step functions, scheduled workflows, and AI agent orchestration. It exposes a v1 e...

Composite
79.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 79.1/100 · exemplar
Contract Quality 17.8 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
7
Postman screenshot
Postman Exemplar agent native

Postman is the world's leading API platform, used by 35+ million developers to design, build, test, document, mock, monitor, and govern APIs across the entir...

Composite
79.1
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 79.1/100 · exemplar
Contract Quality 18.9 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 20.0 / 20
Operational Transparency 10.3 / 13
Governance 7.3 / 12
Discoverability 8.8 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
8
UiPath screenshot
UiPath Exemplar agent native

UiPath is an enterprise automation platform offering robotic process automation (RPA), AI-powered automation, and agentic automation capabilities. The platfo...

Composite
79.0
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 79.0/100 · exemplar
Contract Quality 23.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 9.3 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
9
Svix screenshot
Svix Exemplar agent ready

Svix is an enterprise webhooks-as-a-service platform on the sending side of the webhook market. It provides a single API for delivering reliable, secure, low...

Composite
78.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 78.5/100 · exemplar
Contract Quality 16.3 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 20.0 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
10
Appian screenshot
Appian Exemplar agent ready

Appian is a low-code automation platform that accelerates the creation of high-impact business applications. The platform combines intelligent automation and...

Composite
78.0
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 78.0/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 20.0 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
11
JFrog screenshot
JFrog Exemplar agent native

JFrog provides universal DevOps solutions for software supply chain automation and security, offering a unified platform for managing binaries, securing the ...

Composite
77.6
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 77.6/100 · exemplar
Contract Quality 16.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 9.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
12
Hookdeck screenshot
Hookdeck Exemplar agent ready

Hookdeck is a Toronto-based webhook and event-infrastructure platform. The Hookdeck Event Gateway sits between webhook senders and your services to receive, ...

Composite
77.5
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 77.5/100 · exemplar
Contract Quality 18.5 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
13
Sentry screenshot
Sentry Exemplar agent native

Sentry is an open-source error tracking and performance monitoring platform that helps developers identify, triage, and resolve issues in their applications ...

Composite
77.5
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 77.5/100 · exemplar
Contract Quality 19.0 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
14
Gitea screenshot
Gitea Exemplar agent native

Gitea is an open-source, self-hosted Git service and all-in-one DevOps platform written in Go and licensed under the MIT License. It provides Git hosting, co...

Composite
77.4
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 77.4/100 · exemplar
Contract Quality 17.9 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 17.4 / 20
Operational Transparency 10.3 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
15
JFrog Artifactory screenshot
JFrog Artifactory Exemplar agent native

JFrog Artifactory is a universal artifact repository manager supporting all major package formats and build tools including Maven, Gradle, npm, NuGet, PyPI, ...

Composite
77.3
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 77.3/100 · exemplar
Contract Quality 18.1 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
16
Logz.io screenshot
Logz.io Exemplar agent aware

Logz.io is a managed cloud observability platform built on the ELK Stack (Elasticsearch / Logstash / Kibana, plus OpenSearch and Grafana) that unifies log ma...

Composite
77.1
Agent
33.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 77.1/100 · exemplar
Contract Quality 17.9 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
17
Apigee screenshot
Apigee Exemplar agent ready

Apigee is Google Cloud's native API management platform for building, managing, and securing APIs across any use case, environment, or scale. It provides API...

Composite
76.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 76.8/100 · exemplar
Contract Quality 19.0 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
18
Oracle Integration Exemplar agent ready

Oracle Integration provides native connectivity to Oracle and non-Oracle Software as a Service (SaaS) and on-premises applications, such as Oracle ERP Cloud,...

Composite
76.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 76.8/100 · exemplar
Contract Quality 20.1 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
19
Workato screenshot
Workato Exemplar agent native

Workato is an enterprise automation and integration platform that enables organizations to integrate their apps and automate business workflows without exten...

Composite
76.6
Agent
61.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 76.6/100 · exemplar
Contract Quality 22.9 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 7.9 / 12
Discoverability 8.0 / 10
Agent readiness — 62/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
20
Fastly screenshot
Fastly Exemplar agent native

Fastly is an edge cloud platform that helps customers create great digital experiences quickly, securely, and reliably by processing, serving, and securing t...

Composite
76.2
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 76.2/100 · exemplar
Contract Quality 18.7 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.8 / 13
Governance 9.5 / 12
Discoverability 9.3 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
21
Splunk screenshot
Splunk Exemplar agent ready

Splunk is a platform for searching, monitoring, and analyzing machine-generated big data via a web-style interface.

Composite
75.7
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.7/100 · exemplar
Contract Quality 19.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
22
fal screenshot
fal Exemplar agent native

fal (Features and Labels, Inc.) is a generative media platform providing the world's fastest API for running image, video, audio, and multimodal generative A...

Composite
75.5
Agent
83.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.5/100 · exemplar
Contract Quality 20.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 8.9 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 84/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
23
Amazon DynamoDB screenshot
Amazon DynamoDB Exemplar agent ready

Amazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance with seamless scalability, allowing you to store and...

Composite
75.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.4/100 · exemplar
Contract Quality 19.7 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
24
Azure Log Analytics screenshot
Azure Log Analytics Exemplar agent ready

Azure Log Analytics is a service that helps you collect and analyze data generated by resources in your cloud and on-premises environments, providing query, ...

Composite
75.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.4/100 · exemplar
Contract Quality 19.6 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
25
AWS CloudFormation screenshot
AWS CloudFormation Exemplar agent ready

A collection of APIs provided by AWS for infrastructure as code provisioning and management of AWS and third-party resources using CloudFormation templates a...

Composite
75.3
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.3/100 · exemplar
Contract Quality 17.0 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
26
GitHub Copilot screenshot
GitHub Copilot Exemplar agent native

APIs and resources for GitHub Copilot, an AI pair programmer that helps you write code faster.

Composite
75.2
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.2/100 · exemplar
Contract Quality 19.3 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
27
Amazon API Gateway screenshot
Amazon API Gateway Exemplar agent ready

Amazon API Gateway is a fully managed service that makes it easy to create, publish, maintain, monitor, and secure APIs at any scale. It acts as the front do...

Composite
75.1
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.1/100 · exemplar
Contract Quality 20.2 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
28
Kinde screenshot
Kinde Exemplar agent ready

Kinde is a developer-first authentication and customer identity platform that bundles authentication (passwords, passwordless, social, enterprise SSO), autho...

Composite
75.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.1/100 · exemplar
Contract Quality 18.6 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 9.6 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
29
Airtable screenshot
Airtable Exemplar agent native

Airtable is a cloud-based collaboration service that combines the simplicity of a spreadsheet with the complexity of a database. It provides APIs for managin...

Composite
75.0
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.0/100 · exemplar
Contract Quality 22.1 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
30
GitHub screenshot
GitHub Exemplar agent native

The GitHub REST API allows developers to programmatically interact with GitHub resources including repositories, users, organizations, pull requests, issues,...

Composite
75.0
Agent
73.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 75.0/100 · exemplar
Contract Quality 19.7 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 12.0 / 13
Governance 6.3 / 12
Discoverability 8.0 / 10
Agent readiness — 73/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
31
Amazon EventBridge Scheduler screenshot
Amazon EventBridge Scheduler Exemplar agent ready

Amazon EventBridge Scheduler is a fully managed, serverless scheduler that enables you to create, run, and manage tasks from one central, managed service. Wi...

Composite
74.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.8/100 · exemplar
Contract Quality 19.1 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
32
Apidog screenshot
Apidog Exemplar agent ready

Apidog is an all-in-one API development platform that connects the entire API lifecycle: visual API design, multi-protocol debugging (HTTP, REST, GraphQL, gR...

Composite
74.6
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.6/100 · exemplar
Contract Quality 19.3 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 10.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
33
MuleSoft screenshot
MuleSoft Exemplar agent ready

MuleSoft Anypoint Platform is an enterprise integration and API management platform offering an API gateway, design center, exchange marketplace, and monitor...

Composite
74.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.6/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
34
Vercel screenshot
Vercel Exemplar agent native

Vercel is a cloud platform that helps developers build, deploy, and scale modern web applications quickly and efficiently. It provides an optimized hosting e...

Composite
74.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.4/100 · exemplar
Contract Quality 20.1 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 7.3 / 12
Discoverability 7.5 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
35
Amazon Serverless Application Repository screenshot
Amazon Serverless Application Repository Exemplar agent ready

The AWS Serverless Application Repository enables teams, organizations, and individual developers to find, deploy, and publish serverless applications. It en...

Composite
74.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.3/100 · exemplar
Contract Quality 19.9 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
36
Zuplo screenshot
Zuplo Exemplar agent ready

Zuplo is the API management platform for developers. Build, deploy, and scale APIs faster with Zuplo.

Composite
74.2
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.2/100 · exemplar
Contract Quality 19.2 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
37
Daytona screenshot
Daytona Exemplar agent ready

Daytona is open-source, secure, and elastic infrastructure for running AI-generated code. Daytona sandboxes spin up in under 90 milliseconds and provide isol...

Composite
74.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.1/100 · exemplar
Contract Quality 17.1 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
38
Sentry screenshot
Sentry Exemplar agent ready

Sentry is a developer-first application monitoring platform that helps software teams discover, triage, and prioritize errors and performance issues in produ...

Composite
74.1
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.1/100 · exemplar
Contract Quality 18.8 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
39
Webflow screenshot
Webflow Exemplar agent native

Webflow provides a visual web development platform with a comprehensive REST API for programmatically managing sites, CMS collections, ecommerce, assets, use...

Composite
74.1
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.1/100 · exemplar
Contract Quality 18.5 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 9.9 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
40
Amazon Elastic Beanstalk screenshot
Amazon Elastic Beanstalk Exemplar agent ready

AWS Elastic Beanstalk is a platform-as-a-service (PaaS) that makes it easy to deploy, manage, and scale web applications and services. You simply upload your...

Composite
74.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.0/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
41
Oracle Enterprise Manager screenshot
Oracle Enterprise Manager Exemplar agent native

Oracle Enterprise Manager (OEM) provides a comprehensive management platform for managing Oracle IT infrastructure and applications. The APIs enable programm...

Composite
74.0
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 74.0/100 · exemplar
Contract Quality 19.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
42
Microsoft Azure screenshot
Microsoft Azure Exemplar agent native

Microsoft Azure is a cloud computing platform and infrastructure for building, deploying, and managing applications and services through Microsoft-managed da...

Composite
73.8
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.8/100 · exemplar
Contract Quality 17.9 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 7.5 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
43
Medplum screenshot
Medplum Exemplar agent ready

Medplum is an Apache 2.0 open-source, FHIR-native developer platform for shipping clinical software. It bundles a FHIR R4 datastore, REST and GraphQL APIs, a...

Composite
73.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.7/100 · exemplar
Contract Quality 17.9 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Regulatory · Health 11.7 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
44
Amazon EventBridge screenshot
Amazon EventBridge Exemplar agent ready

Amazon EventBridge is a serverless event bus service that makes it easy to connect your applications with data from a variety of sources. EventBridge deliver...

Composite
73.5
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.5/100 · exemplar
Contract Quality 22.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 5.7 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
45
Amazon EventBridge Pipes screenshot
Amazon EventBridge Pipes Exemplar agent ready

Amazon EventBridge Pipes helps you create point-to-point integrations between event producers and consumers with optional transform, filter, and enrich steps...

Composite
73.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.5/100 · exemplar
Contract Quality 18.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
46
NVIDIA NIM screenshot
NVIDIA NIM Exemplar agent native

NVIDIA NIM (NVIDIA Inference Microservices) is a catalog of GPU-accelerated, containerized AI inference microservices that package optimized model engines (T...

Composite
73.4
Agent
82.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.4/100 · exemplar
Contract Quality 18.7 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 83/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
47
Amazon Lambda screenshot
Amazon Lambda Exemplar agent ready

AWS Lambda is a serverless compute service that lets you run code without provisioning or managing servers, automatically scaling and executing your code in ...

Composite
73.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.3/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
48
Azure Monitor screenshot
Azure Monitor Exemplar agent ready

Azure Monitor helps you maximize the availability and performance of your applications and services. It delivers a comprehensive solution for collecting, ana...

Composite
73.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.3/100 · exemplar
Contract Quality 18.2 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
49
Atlassian screenshot
Atlassian Exemplar agent native

Atlassian is a software company that develops collaboration, productivity, and project management tools to help teams work more efficiently. Its products are...

Composite
73.0
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.0/100 · exemplar
Contract Quality 19.4 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 10.3 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
50
Datadog screenshot
Datadog Exemplar agent ready

Datadog is a monitoring and analytics platform that helps organizations gain insight into their infrastructure, applications, and services. It allows users t...

Composite
73.0
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 73.0/100 · exemplar
Contract Quality 17.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
51
GitLab screenshot
GitLab Exemplar agent native

GitLab Inc. is an open-core company that develops GitLab, a DevOps software platform for building, securing, and managing applications. Created by Ukrainian ...

Composite
72.9
Agent
79.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.9/100 · exemplar
Contract Quality 18.2 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 10.3 / 13
Governance 6.3 / 12
Discoverability 8.0 / 10
Agent readiness — 80/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
52
Workday Extend screenshot
Workday Extend Exemplar agent ready

Workday Extend is a platform that enables developers to build custom applications that integrate seamlessly with Workday. It provides APIs, development tools...

Composite
72.9
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.9/100 · exemplar
Contract Quality 16.8 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
53
Microsoft Power Automate screenshot
Microsoft Power Automate Exemplar agent native

Microsoft Power Automate is a cloud-based service that helps you create automated workflows between your favorite apps and services to synchronize files, get...

Composite
72.8
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.8/100 · exemplar
Contract Quality 20.1 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
54
IBM screenshot
IBM Exemplar agent native

A collection of IBM's public APIs and developer resources.

Composite
72.7
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.7/100 · exemplar
Contract Quality 18.2 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
55
Knock screenshot
Knock Exemplar agent native

Knock is notifications infrastructure as a service — a product and customer messaging platform you use to power transactional, lifecycle, broadcast, and in-p...

Composite
72.6
Agent
92.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.6/100 · exemplar
Contract Quality 18.6 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 5.8 / 13
Governance 7.9 / 12
Discoverability 8.0 / 10
Agent readiness — 92/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
56
Raygun screenshot
Raygun Exemplar agent ready

Raygun is an application monitoring platform that combines Crash Reporting, Real User Monitoring (RUM), and Application Performance Monitoring (APM) into a s...

Composite
72.6
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.6/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
57
Cloudflare screenshot
Cloudflare Exemplar agent native

Cloudflare is a global network designed to make everything you connect to the Internet secure, private, fast, and reliable.

Composite
72.5
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.5/100 · exemplar
Contract Quality 18.0 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 7.3 / 12
Discoverability 6.8 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
58
APIMatic screenshot
APIMatic Exemplar agent native

APIMatic is a developer experience platform for APIs that specializes in automated SDK generation, API documentation portal creation, specification validatio...

Composite
72.2
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.2/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
59
Treblle screenshot
Treblle Exemplar agent ready

Treblle helps engineering and product teams build, ship and understand their REST APIs in one single place. Empowering API producers by showing actionable da...

Composite
72.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.2/100 · exemplar
Contract Quality 19.0 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
60
Assembled screenshot
Assembled Exemplar agent ready

Assembled is a San Francisco-headquartered support operations platform that unifies workforce management (WFM), AI agents, and AI Copilot for modern customer...

Composite
72.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.0/100 · exemplar
Contract Quality 16.3 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
61
Highlight (highlight.io) screenshot
Highlight (highlight.io) Exemplar agent aware

Highlight (highlight.io) is the open-source, full-stack monitoring platform — session replay, error monitoring, logging, distributed tracing, and metrics in ...

Composite
72.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 72.0/100 · exemplar
Contract Quality 16.2 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 10.9 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
62
Amazon ECR screenshot
Amazon ECR Exemplar agent ready

Amazon Elastic Container Registry (ECR) is a fully managed container registry that makes it easy to store, manage, share, and deploy container images and art...

Composite
71.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.9/100 · exemplar
Contract Quality 18.2 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
63
Buildkite screenshot
Buildkite Exemplar agent native

Buildkite is a hybrid CI/CD platform that combines a hosted control plane (pipelines.buildkite.com) with self-hosted or Buildkite-Hosted agents that run jobs...

Composite
71.9
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.9/100 · exemplar
Contract Quality 16.5 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
64
WakaTime screenshot
WakaTime Exemplar agent ready

WakaTime is an automated time-tracking and productivity analytics service for software developers. IDE plugins (VS Code, JetBrains, Vim, Emacs, Sublime, Xcod...

Composite
71.9
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.9/100 · exemplar
Contract Quality 18.3 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
65
Azure DevOps screenshot
Azure DevOps Exemplar agent native

Azure DevOps provides developer services for support teams to plan work, collaborate on code development, and build and deploy applications.

Composite
71.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.7/100 · exemplar
Contract Quality 20.3 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 7.3 / 12
Discoverability 8.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
66
Anchore screenshot
Anchore Exemplar agent ready

Anchore is a container and software supply chain security company providing open source and enterprise tools for vulnerability scanning, SBOM generation, pol...

Composite
71.4
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.4/100 · exemplar
Contract Quality 18.2 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
67
Amazon EFS screenshot
Amazon EFS Exemplar agent ready

Amazon Elastic File System (EFS) provides a simple, serverless, set-and-forget elastic file system for use with AWS cloud services and on-premises resources....

Composite
71.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.3/100 · exemplar
Contract Quality 18.4 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 17.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 7.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
68
Modal Exemplar agent ready

Modal is a serverless cloud platform optimized for AI, data, and Python workloads. The Modal SDK and API let developers deploy GPU-accelerated functions, bat...

Composite
71.0
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 71.0/100 · exemplar
Contract Quality 17.5 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
69
Stytch screenshot
Stytch Exemplar agent native

Stytch is an authentication and identity infrastructure provider. Its Consumer and B2B APIs cover passwordless authentication (Magic Links, OTP, OAuth, WebAu...

Composite
70.7
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 70.7/100 · exemplar
Contract Quality 16.7 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.9 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
70
Grafana screenshot
Grafana Exemplar agent native

Grafana is the open-source analytics and monitoring platform that connects to a wide range of data sources including Prometheus, Loki, Elasticsearch, InfluxD...

Composite
70.3
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 70.3/100 · exemplar
Contract Quality 16.7 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
71
Red Hat screenshot
Red Hat Exemplar agent native

APIs and developer resources from Red Hat, a leading provider of enterprise open source solutions including Linux, cloud, container, and Kubernetes technolog...

Composite
70.2
Agent
79.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 70.2/100 · exemplar
Contract Quality 19.6 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 6.3 / 12
Discoverability 5.5 / 10
Agent readiness — 80/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
72
Microsoft Edge Exemplar agent ready

APIs and resources for Microsoft Edge browser development and integration, including the Edge Add-ons API for extension management, DevTools Protocol for bro...

Composite
70.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 70.1/100 · exemplar
Contract Quality 19.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Strong 216 60–69.9 Solid contracts, transparent operations, and an easy start.
73
Amazon Security Hub screenshot
Amazon Security Hub Strong agent ready

AWS Security Hub is a cloud security posture management service that provides a comprehensive view of your security state across AWS accounts. It aggregates,...

Composite
69.8
Agent
45.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.8/100 · strong
Contract Quality 16.0 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 17.4 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 45/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
74
Acceldata screenshot
Acceldata Strong agent ready

Acceldata is an agentic data management platform that helps enterprises monitor, govern, and optimize data across cloud, lakehouse, and hybrid environments. ...

Composite
69.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.6/100 · strong
Contract Quality 19.5 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
75
Amazon Fault Injection Simulator screenshot
Amazon Fault Injection Simulator Strong agent ready

AWS Fault Injection Simulator (FIS) is a fully managed service for running fault injection experiments on AWS. It allows you to improve an application's perf...

Composite
69.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.4/100 · strong
Contract Quality 20.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
76
Amazon X-Ray screenshot
Amazon X-Ray Strong agent ready

AWS X-Ray is a distributed tracing service that helps developers analyze and debug production applications, providing end-to-end visibility into requests as ...

Composite
69.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.4/100 · strong
Contract Quality 18.3 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
77
Mockaroo screenshot
Mockaroo Strong agent ready

Mockaroo is a realistic mock data generator and API mocking service used by developers and QA teams to produce JSON, CSV, TXT, custom-delimited, SQL, and XML...

Composite
69.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.3/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
78
Amazon Fargate screenshot
Amazon Fargate Strong agent ready

Amazon Fargate is a serverless compute engine for containers that works with both Amazon ECS and Amazon EKS. Fargate removes the need to provision and manage...

Composite
69.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.1/100 · strong
Contract Quality 20.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
79
Azure Container Apps screenshot
Azure Container Apps Strong agent ready

Azure Container Apps is a serverless container service for running microservices and containerized applications with built-in autoscaling, traffic splitting,...

Composite
69.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.1/100 · strong
Contract Quality 19.7 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
80
Azure Kubernetes Service screenshot
Azure Kubernetes Service Strong agent ready

Azure Kubernetes Service (AKS) simplifies deploying a managed Kubernetes cluster in Azure by offloading the operational overhead to Azure. As a hosted Kubern...

Composite
69.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.1/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 9.6 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
81
CAST AI screenshot
CAST AI Strong agent ready

CAST AI is an Application Performance Automation (APA) platform for Kubernetes that automates cost optimization, autoscaling, workload rightsizing, GPU/LLM w...

Composite
69.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 69.1/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
82
Azure Web PubSub screenshot
Azure Web PubSub Strong agent ready

Azure Web PubSub is a fully-managed service that enables building real-time, two-way messaging applications using publish-subscribe patterns over WebSockets....

Composite
68.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.9/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.9 / 13
Governance 7.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
83
Citrix NetScaler screenshot
Citrix NetScaler Strong agent ready

Citrix NetScaler is an application delivery controller (ADC) that provides load balancing, traffic management, application security, and application accelera...

Composite
68.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.8/100 · strong
Contract Quality 18.1 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
84
Amazon Managed Grafana screenshot
Amazon Managed Grafana Strong agent ready

Amazon Managed Grafana is a fully managed service for open source Grafana developed in collaboration with Grafana Labs. It enables interactive data visualiza...

Composite
68.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.7/100 · strong
Contract Quality 18.1 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
85
SwaggerHub screenshot
SwaggerHub Strong agent ready

SwaggerHub is SmartBear's enterprise collaborative API design and documentation platform built around the OpenAPI specification. It provides tools for design...

Composite
68.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.7/100 · strong
Contract Quality 15.8 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
86
Webflow API and Documentation screenshot
Webflow API and Documentation Strong agent ready

Webflow provides a visual web development platform with a comprehensive REST API for programmatically managing sites, CMS collections, ecommerce, assets, use...

Composite
68.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.7/100 · strong
Contract Quality 18.1 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
87
AWS App Mesh screenshot
AWS App Mesh Strong agent ready

AWS App Mesh is a service mesh based on the Envoy proxy that provides application-level networking to make it easy for services to communicate with each othe...

Composite
68.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
88
Axway screenshot
Axway Strong agent ready

Axway provides API management, integration, and security solutions enabling organizations to connect, secure, and manage APIs across hybrid IT environments. ...

Composite
68.5
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality 17.7 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
89
Cumulocity screenshot
Cumulocity Strong agent native

Cumulocity is an enterprise AIoT (Artificial Intelligence of Things) platform that connects, manages, and analyzes industrial assets from cloud to edge. Foun...

Composite
68.5
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality 18.5 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.2 / 13
Governance 7.9 / 12
Discoverability 6.8 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
90
ngrok screenshot
ngrok Strong agent ready

ngrok is a unified application delivery network for developers, providing secure tunnels, ingress-as-a-service, API gateway, and AI gateway capabilities. It ...

Composite
68.5
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
91
Sysdig screenshot
Sysdig Strong agent ready

Sysdig is a cloud and container security platform that provides runtime threat detection, vulnerability management, cloud security posture management (CSPM),...

Composite
68.5
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality 15.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
92
Amazon DevOps Guru screenshot
Amazon DevOps Guru Strong agent ready

Amazon DevOps Guru is a machine learning-powered service that makes it easy to improve an application's operational performance and availability. It detects ...

Composite
68.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.4/100 · strong
Contract Quality 17.8 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
93
Amazon Outposts screenshot
Amazon Outposts Strong agent ready

AWS Outposts is a family of fully managed solutions delivering AWS infrastructure and services to virtually any on-premises or edge location for a truly cons...

Composite
68.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.4/100 · strong
Contract Quality 17.8 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
94
Amazon Snow Family screenshot
Amazon Snow Family Strong agent ready

AWS Snow Family is a collection of physical devices and capacity points that help customers with data transfers in and out of AWS when network capacity is li...

Composite
68.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.4/100 · strong
Contract Quality 17.8 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
95
Amazon Device Farm screenshot
Amazon Device Farm Strong agent ready

AWS Device Farm is an application testing service that lets you improve the quality of your web and mobile apps by testing them across an extensive range of ...

Composite
68.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.2/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
96
Amazon GuardDuty screenshot
Amazon GuardDuty Strong agent ready

Amazon GuardDuty is an intelligent threat detection service that continuously monitors your AWS accounts, workloads, and data for malicious activity. It uses...

Composite
68.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.2/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
97
ThingSpeak screenshot
ThingSpeak Strong agent ready

ThingSpeak is an IoT analytics platform from MathWorks that lets devices aggregate, visualize, and analyze live data streams in the cloud. Devices push telem...

Composite
68.2
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.2/100 · strong
Contract Quality 18.3 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
98
AWS CloudWatch screenshot
AWS CloudWatch Strong agent ready

Amazon CloudWatch is a monitoring and observability service that provides data and actionable insights for AWS, hybrid, and on-premises applications and infr...

Composite
68.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.0/100 · strong
Contract Quality 19.1 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
99
Microsoft Power Apps screenshot
Microsoft Power Apps Strong agent ready

Collection of APIs for Microsoft Power Apps platform enabling low-code application development, automation, and data connectivity.

Composite
68.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 68.0/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 9.6 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
100
Microsoft Azure Functions screenshot
Microsoft Azure Functions Strong agent ready

Azure Functions is a serverless compute platform from Microsoft Azure enabling event-driven code execution triggered by HTTP requests, timers, queues, blobs,...

Composite
67.9
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.9/100 · strong
Contract Quality 14.6 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 4.1 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
101
Google Cloud Build screenshot
Google Cloud Build Strong agent ready

Google Cloud Build is a fully managed continuous integration and continuous delivery (CI/CD) platform that lets you build, test, and deploy software quickly ...

Composite
67.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.8/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
102
Google Cloud Deploy screenshot
Google Cloud Deploy Strong agent ready

Google Cloud Deploy is a managed continuous delivery service that automates the deployment of applications to Google Cloud target environments such as GKE, C...

Composite
67.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.8/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
103
Nutanix screenshot
Nutanix Strong agent ready

Nutanix is a hyper-converged infrastructure solution that integrates compute, virtualization, storage, networking, and security to power enterprise applicati...

Composite
67.8
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.8/100 · strong
Contract Quality 14.9 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
104
Amazon IoT Greengrass screenshot
Amazon IoT Greengrass Strong agent ready

AWS IoT Greengrass extends AWS compute, messaging, data management, sync, and ML inference capabilities to edge devices so they can act locally on the data t...

Composite
67.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.7/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
105
Kondukto screenshot
Kondukto Strong agent native

Kondukto — now shipped as Invicti ASPM following Invicti Security's acquisition of the company — is an Application Security Posture Management platform that ...

Composite
67.7
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.7/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
106
MobileAPI.dev screenshot
MobileAPI.dev Strong agent ready

MobileAPI.dev is a commercial REST API that provides structured device specifications, product images, and metadata for over 31,500 smartphones, tablets, sma...

Composite
67.7
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.7/100 · strong
Contract Quality 16.5 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
107
PolyAPI screenshot
PolyAPI Strong agent ready

Poly, built using cutting-edge AI and Kubernetes-native technology, accelerates development and simplifies the operation of integrations, orchestrations, and...

Composite
67.7
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.7/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 10.6 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
108
Sanity screenshot
Sanity Strong agent native

Sanity is a composable content platform providing a headless CMS with a real-time collaborative editor (Sanity Studio) and a powerful HTTP API for managing s...

Composite
67.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.7/100 · strong
Contract Quality 20.5 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
109
Amazon Incident Manager screenshot
Amazon Incident Manager Strong agent ready

AWS Systems Manager Incident Manager is an incident management console designed to help users mitigate and recover from incidents affecting their AWS-hosted ...

Composite
67.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.6/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
110
Amazon ECS screenshot
Amazon ECS Strong agent ready

Amazon Elastic Container Service (ECS) is a fully managed container orchestration service that makes it easy to deploy, manage, and scale containerized appli...

Composite
67.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.5/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 13.2 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
111
Amazon Web Services (AWS) screenshot
Amazon Web Services (AWS) Strong agent ready

Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.

Composite
67.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.5/100 · strong
Contract Quality 16.2 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 17.4 / 20
Operational Transparency 8.2 / 13
Governance 4.7 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
112
Amazon Launch Wizard screenshot
Amazon Launch Wizard Strong agent ready

AWS Launch Wizard is a service that guides you through the sizing, configuration, and deployment of enterprise applications on AWS, such as Microsoft SQL Ser...

Composite
67.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.3/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
113
Choreo screenshot
Choreo Strong agent ready

WSO2 Choreo is an enterprise-grade Internal Developer Platform (IDP) and application orchestration platform that helps organizations build, deploy, manage, a...

Composite
67.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.1/100 · strong
Contract Quality 19.6 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
114
Plandex Strong agent ready

Plandex is an open-source, terminal-based AI coding agent designed to take on large, multi-step software development tasks across many files in real world co...

Composite
67.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.1/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
115
Amazon Lookout for Metrics screenshot
Amazon Lookout for Metrics Strong agent ready

Amazon Lookout for Metrics uses machine learning to automatically detect anomalies in business and operational metrics such as revenue performance, customer ...

Composite
67.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.0/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
116
Appmixer screenshot
Appmixer Strong agent ready

Let your users build powerful agentic workflowsno code, fully white-labeled, and embedded right in your web app.

Composite
67.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.0/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
117
AWS App Runner screenshot
AWS App Runner Strong agent ready

AWS App Runner is a fully managed service that makes it easy to build, deploy, and run containerized web applications and APIs at scale. It automatically bui...

Composite
67.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.0/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
118
IBM WebSphere screenshot
IBM WebSphere Strong agent ready

IBM WebSphere is a family of enterprise software products that provide middleware and application server capabilities for building, deploying, and managing e...

Composite
67.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.0/100 · strong
Contract Quality 19.2 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.5 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
119
SAP Integration Suite screenshot
SAP Integration Suite Strong agent ready

SAP Integration Suite is an enterprise integration platform as a service (iPaaS) that connects applications, processes, and people across cloud and on-premis...

Composite
67.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 67.0/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
120
Amazon Managed Service for Prometheus screenshot
Amazon Managed Service for Prometheus Strong agent ready

Amazon Managed Service for Prometheus is a serverless, Prometheus-compatible monitoring service for container metrics. It automatically scales as your monito...

Composite
66.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.9/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
121
Convex screenshot
Convex Strong agent native

Convex is a serverless backend platform that provides a real-time database, cloud functions, and infrastructure for building modern web and mobile applicatio...

Composite
66.8
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.8/100 · strong
Contract Quality 18.7 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
122
Prismatic screenshot
Prismatic Strong agent ready

The integration platform for B2B SaaS teams. Prismatic empowers everyone on your team with integration tools for devs and non-devs alike, combining a code-na...

Composite
66.8
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.8/100 · strong
Contract Quality 19.5 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 10.3 / 13
Governance 3.2 / 12
Discoverability 8.0 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
123
Aqua Security screenshot
Aqua Security Strong agent ready

Aqua Security provides cloud-native security for the full application lifecycle, protecting containers, serverless functions, and cloud workloads with vulner...

Composite
66.7
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.7/100 · strong
Contract Quality 19.3 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
124
Nanonets screenshot
Nanonets Strong agent native

Nanonets is a no-code document AI and OCR platform that combines a custom-model OCR API, pre-built document models (invoices, receipts, purchase orders, bill...

Composite
66.7
Agent
68.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.7/100 · strong
Contract Quality 16.9 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 68/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
125
Replit screenshot
Replit Strong agent ready

Replit is a cloud-based development platform that lets you create, run, and deploy software directly from your browser. It provides instant, containerized en...

Composite
66.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.6/100 · strong
Contract Quality 16.8 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
126
Bitbucket screenshot
Bitbucket Strong agent ready

Bitbucket is a Git-based source code repository hosting service owned by Atlassian offering both commercial plans and free accounts with unlimited private re...

Composite
66.5
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.5/100 · strong
Contract Quality 23.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 9.3 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
127
Speakeasy Strong agent ready

The platform to Build APIs your users love. Best in class API tooling for robust SDKs, API docs, Terraform providers and end-to-end testing.

Composite
66.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.4/100 · strong
Contract Quality 14.1 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
128
Waxell screenshot
Waxell Strong agent ready

Waxell is an AI agent governance and observability platform that provides runtime policy enforcement, auto-instrumented LLM telemetry, MCP governance, cost m...

Composite
66.4
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.4/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 11.1 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
129
WSO2 screenshot
WSO2 Strong agent ready

WSO2 API Manager is an open-source API management platform supporting REST, SOAP, and GraphQL with flexible hybrid deployment. It provides a unified control ...

Composite
66.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.4/100 · strong
Contract Quality 14.7 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
130
Losant screenshot
Losant Strong agent ready

Losant is an Enterprise IoT Platform that lets product teams build connected experiences, manage fleets of devices, orchestrate edge and embedded compute, an...

Composite
66.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.3/100 · strong
Contract Quality 16.3 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
131
Snyk Container screenshot
Snyk Container Strong agent ready

Snyk Container helps developers find and fix vulnerabilities in container images and Kubernetes workloads. It integrates into existing development workflows ...

Composite
66.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.3/100 · strong
Contract Quality 18.3 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
132
Azure DevOps screenshot
Azure DevOps Strong agent native

Learn the basic patterns for using the REST APIs for Azure DevOps Services and Azure DevOps Server.

Composite
66.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 66.0/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
133
F5 Networks screenshot
F5 Networks Strong agent ready

F5 Networks is a leader in application delivery networking technology that specializes in application availability, acceleration, and security solutions.

Composite
65.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.9/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
134
Google Cloud App Engine screenshot
Google Cloud App Engine Strong agent ready

Google Cloud App Engine is a fully managed, serverless platform for developing and hosting web applications at scale. It supports popular programming languag...

Composite
65.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.9/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
135
Google Cloud Kubernetes Engine screenshot
Google Cloud Kubernetes Engine Strong agent ready

Google Kubernetes Engine (GKE) provides a managed environment for deploying, managing, and scaling containerized applications using Google infrastructure. GK...

Composite
65.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.9/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
136
Kubernetes screenshot
Kubernetes Strong agent native

Kubernetes, also known as K8s, is an open source system for automating deployment, scaling, and management of containerized applications. It groups container...

Composite
65.9
Agent
76.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.9/100 · strong
Contract Quality 20.7 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 9.2 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 77/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
137
AWS X-Ray screenshot
AWS X-Ray Strong agent ready

AWS X-Ray is a service that helps developers analyze and debug distributed applications by providing end-to-end tracing of requests as they travel through th...

Composite
65.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.8/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
138
Cerebras Systems screenshot
Cerebras Systems Strong agent native

Cerebras Systems builds the Wafer-Scale Engine (WSE) — the largest computer chip ever made — and the CS-3 systems built around it, delivering AI training and...

Composite
65.7
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.7/100 · strong
Contract Quality 13.6 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
139
Amazon Step Functions screenshot
Amazon Step Functions Strong agent ready

Amazon Step Functions is a serverless workflow orchestration service that lets you coordinate distributed applications and microservices using visual workflo...

Composite
65.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.6/100 · strong
Contract Quality 18.3 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 5.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
140
Google Cloud Binary Authorization screenshot
Google Cloud Binary Authorization Strong agent ready

Google Cloud Binary Authorization is a deploy-time security control that ensures only trusted container images are deployed on Google Kubernetes Engine (GKE)...

Composite
65.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.6/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
141
Zeebe screenshot
Zeebe Strong agent ready

Zeebe is the cloud-native workflow engine that powers Camunda 8, providing scalable, resilient workflow automation and microservices orchestration without re...

Composite
65.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.6/100 · strong
Contract Quality 18.8 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
142
Amazon Proton screenshot
Amazon Proton Strong agent ready

AWS Proton is a managed service for platform engineers that helps them publish standardized container and serverless application templates to empower develop...

Composite
65.5
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.5/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
143
Freestyle screenshot
Freestyle Strong agent ready

Freestyle is the infrastructure for code you didn't write — VMs and Git for AI agents. The platform provides Linux microVMs that boot in under 600ms with liv...

Composite
65.5
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.5/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
144
Harness screenshot
Harness Strong agent native

Harness is an AI-powered software delivery platform that automates and accelerates the entire software development lifecycle from code to production. The pla...

Composite
65.5
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.5/100 · strong
Contract Quality 15.7 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 10.3 / 13
Governance 4.1 / 12
Discoverability 8.8 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
145
Netlify screenshot
Netlify Strong agent native

Netlify is a cloud platform for building, deploying, and scaling modern web applications with continuous deployment, serverless functions, and edge computing...

Composite
65.5
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.5/100 · strong
Contract Quality 13.0 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 10.3 / 13
Governance 6.3 / 12
Discoverability 8.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
146
Tyk screenshot
Tyk Strong agent ready

Tyk is an open-source API gateway and management platform supporting REST, GraphQL, gRPC, and Async APIs with a developer portal, analytics, and flexible dep...

Composite
65.5
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.5/100 · strong
Contract Quality 16.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
147
Activepieces screenshot
Activepieces Strong agent ready

Activepieces is an open-source, no-code automation platform that enables users to streamline workflows by connecting various applications and automating task...

Composite
65.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.4/100 · strong
Contract Quality 19.9 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
148
OpsGenie screenshot
OpsGenie Strong agent ready

OpsGenie is an incident management and alerting platform, now part of Atlassian, that helps operations teams manage on-call schedules, route alerts, and coor...

Composite
65.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.4/100 · strong
Contract Quality 21.7 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 4.8 / 13
Governance 7.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
149
Amazon Redshift screenshot
Amazon Redshift Strong agent ready

Amazon Redshift is a fast, fully managed cloud data warehouse that makes it simple and cost-effective to analyze all your data using standard SQL and your ex...

Composite
65.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.3/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
150
CrewAI Cloud screenshot
CrewAI Cloud Strong agent ready

CrewAI Cloud (CrewAI AMP) is the managed Agent Management Platform for deploying, monitoring, scaling, and governing CrewAI multi-agent workflows in producti...

Composite
65.2
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.2/100 · strong
Contract Quality 19.5 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 5.8 / 13
Governance 3.2 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
151
Google Cloud Chronicle screenshot
Google Cloud Chronicle Strong agent ready

Google Cloud Chronicle is a cloud-native security information and event management (SIEM) platform that enables enterprises to store, search, and analyze mas...

Composite
65.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.2/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
152
Google Distributed Cloud screenshot
Google Distributed Cloud Strong agent ready

Google Distributed Cloud provides fully managed hardware and software solutions that extend Google Cloud infrastructure and services to the edge and into cus...

Composite
65.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.2/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
153
TagoIO screenshot
TagoIO Strong agent ready

TagoIO is an IoT cloud application development platform that enables businesses to build, deploy, and manage IoT applications with a comprehensive REST API. ...

Composite
65.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.2/100 · strong
Contract Quality 18.6 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
154
Fortify screenshot
Fortify Strong agent ready

Fortify is a comprehensive application security platform from OpenText that provides static application security testing (SAST), dynamic application security...

Composite
65.1
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.1/100 · strong
Contract Quality 16.8 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 7.5 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
155
TensorDock screenshot
TensorDock Strong agent ready

TensorDock operates a global GPU cloud marketplace that connects independent hardware hosts with customers needing affordable on-demand and spot GPU compute....

Composite
65.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.1/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
156
Twitter/X Strong agent native

X (formerly Twitter) operates the X Developer Platform, giving developers programmatic access to the public conversation through the X API v2 — Posts, Users,...

Composite
65.0
Agent
84.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 65.0/100 · strong
Contract Quality 15.9 / 25
Developer Ergonomics 17.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 12.3 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 85/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
157
AhaSend screenshot
AhaSend Strong agent ready

AhaSend is a developer-focused transactional email platform providing fast, reliable email delivery via REST API and SMTP relay. It offers features including...

Composite
64.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.9/100 · strong
Contract Quality 18.0 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
158
Better Stack screenshot
Better Stack Strong agent ready

Better Stack is a comprehensive infrastructure monitoring and observability platform that combines uptime monitoring, log management, incident management, st...

Composite
64.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.9/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
159
Oracle APEX screenshot
Oracle APEX Strong agent ready

Oracle Application Express (APEX) is a low-code development platform that enables you to build scalable, secure enterprise apps with world-class features.

Composite
64.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.9/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
160
AWS Step Functions screenshot
AWS Step Functions Strong agent ready

AWS Step Functions is a serverless orchestration service that lets you coordinate distributed applications and microservices using visual workflows, integrat...

Composite
64.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.8/100 · strong
Contract Quality 16.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
161
Weaviate screenshot
Weaviate Strong agent native

Weaviate is an open-source, AI-native vector database that enables developers to build semantic search and AI-powered applications. It stores data as vector ...

Composite
64.7
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.7/100 · strong
Contract Quality 14.5 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
162
Chef screenshot
Chef Strong agent native

Chef (Progress Chef) provides infrastructure automation, compliance, and application delivery tooling. Chef exposes REST APIs for the Infra Server (managing ...

Composite
64.6
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.6/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
163
Google Cloud Functions screenshot
Google Cloud Functions Strong agent ready

Google Cloud Functions is a lightweight, event-driven, serverless compute platform that allows you to create small, single-purpose functions that respond to ...

Composite
64.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.6/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
164
Google Cloud Run screenshot
Google Cloud Run Strong agent ready

Google Cloud Run is a fully managed serverless platform that enables you to run stateless containers that are invocable via HTTP requests. It abstracts away ...

Composite
64.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.6/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
165
CircleCI screenshot
CircleCI Strong agent ready

CircleCI is a continuous integration and continuous delivery (CI/CD) platform that automates software build, test, and deployment pipelines. Their developer ...

Composite
64.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.4/100 · strong
Contract Quality 18.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
166
Encore screenshot
Encore Strong agent aware

Encore is a backend application framework and developer cloud that lets engineering teams build type-safe distributed systems in TypeScript (Encore.ts) and G...

Composite
64.4
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.4/100 · strong
Contract Quality 16.4 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
167
Evervault Strong agent native

Evervault is a data-security and payments-infrastructure platform that lets developers encrypt, tokenize, and process sensitive data - especially cardholder ...

Composite
64.3
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.3/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 11.7 / 15
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
168
TrueFoundry screenshot
TrueFoundry Strong agent native

TrueFoundry is a Kubernetes-native enterprise AI platform for deploying and managing agentic AI workloads. It provides an AI Gateway, MCP Gateway, model serv...

Composite
64.3
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.3/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
169
Dell Servers screenshot
Dell Servers Strong agent ready

APIs for managing and monitoring Dell PowerEdge servers and infrastructure, including the iDRAC Redfish out-of-band management interface, OpenManage Enterpri...

Composite
64.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.2/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
170
Paperspace screenshot
Paperspace Strong agent ready

Paperspace is a GPU cloud platform for AI, ML, and 3D rendering workloads, acquired by DigitalOcean in 2023. The platform combines on-demand GPU/CPU machines...

Composite
64.2
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.2/100 · strong
Contract Quality 15.9 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 6.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
171
Ansible screenshot
Ansible Strong agent ready

Ansible is an open-source IT automation platform developed by Red Hat that provides agentless configuration management, application deployment, cloud provisi...

Composite
64.1
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.1/100 · strong
Contract Quality 14.6 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
172
AWS Fargate screenshot
AWS Fargate Strong agent ready

AWS Fargate is a serverless, pay-as-you-go compute engine for containers that works with Amazon Elastic Container Service (ECS) and Amazon Elastic Kubernetes...

Composite
64.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.1/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 10.3 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
173
Fyno screenshot
Fyno Strong agent ready

Fyno is a notification routing and orchestration platform that provides a single unified REST API for sending and managing notifications across 10+ communica...

Composite
64.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.1/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
174
Resend Strong agent ready

Resend is a developer-first email API platform that simplifies sending and managing transactional and marketing emails. It provides a clean REST API with bea...

Composite
64.0
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 10.3 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
175
TeamCity screenshot
TeamCity Strong agent ready

JetBrains TeamCity is a powerful continuous integration and deployment server that helps development teams build, test, and deploy software efficiently. Team...

Composite
64.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality 16.3 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
176
Checkmarx screenshot
Checkmarx Strong agent ready

Checkmarx is a leading application security testing solution provider, offering static application security testing (SAST), software composition analysis (SC...

Composite
63.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.9/100 · strong
Contract Quality 16.7 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
177
Landing.ai screenshot
Landing.ai Strong agent native

LandingAI, founded by Andrew Ng, builds production AI for visual and document understanding. Its flagship product is Agentic Document Extraction (ADE), which...

Composite
63.9
Agent
61.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.9/100 · strong
Contract Quality 12.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 62/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
178
Amazon Glue screenshot
Amazon Glue Strong agent ready

Amazon Glue is a serverless data integration service that makes it simple to discover, prepare, move, and integrate data from multiple sources for analytics,...

Composite
63.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.8/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
179
Google Apigee screenshot
Google Apigee Strong agent ready

Google Apigee is a full-lifecycle API management platform offering an API gateway, developer portal, analytics, and monetization capabilities for enterprise-...

Composite
63.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.8/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
180
Shortcut Software Strong agent native

Shortcut (formerly Clubhouse, renamed 2021) is a fast, lightweight project-management platform where software teams and their AI agents plan, build, and ship...

Composite
63.8
Agent
81.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.8/100 · strong
Contract Quality 16.0 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 10.9 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
181
Sonar screenshot
Sonar Strong agent ready

Sonar (SonarSource) provides code quality and security analysis tools for developers. Products include SonarQube (self-hosted), SonarCloud (cloud-hosted), an...

Composite
63.8
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.8/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
182
Crossplane screenshot
Crossplane Strong agent ready

Crossplane is a graduated CNCF open-source Kubernetes add-on that transforms a cluster into a universal control plane for cloud infrastructure, services, and...

Composite
63.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.6/100 · strong
Contract Quality 19.7 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
183
Laravel screenshot
Laravel Strong agent native

Laravel is the company behind the Laravel PHP framework and a suite of commercial developer infrastructure products: Laravel Cloud (a fully managed PaaS for ...

Composite
63.6
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.6/100 · strong
Contract Quality 17.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
184
Microsoft Power Platform APIs screenshot
Microsoft Power Platform APIs Strong agent native

Collection of APIs for Microsoft Power Platform services including Power Apps, Power Automate, Power BI, Copilot Studio, Power Pages, and Dataverse.

Composite
63.6
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.6/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
185
Heroku screenshot
Heroku Strong agent ready

Heroku is a cloud platform as a service (PaaS) that enables developers to build, run, and operate applications entirely in the cloud. The Heroku Platform API...

Composite
63.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.4/100 · strong
Contract Quality 13.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
186
Kong screenshot
Kong Strong agent ready

Kong is the AI Connectivity Company. Its platform spans Kong Gateway (the open-source API gateway built on NGINX and Lua), Kong Konnect (the SaaS control pla...

Composite
63.4
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.4/100 · strong
Contract Quality 18.0 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
187
Oneschema Strong agent native

OneSchema is an embeddable data onboarding and file-import platform for developers. Its core Importer embeds a guided CSV and spreadsheet upload experience —...

Composite
63.4
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.4/100 · strong
Contract Quality 18.0 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
188
Honeycomb screenshot
Honeycomb Strong agent ready
Composite
63.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.3/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
189
BigPanda screenshot
BigPanda Strong agent ready

BigPanda is a software platform that uses artificial intelligence (AI) to help IT operations teams automate incident management by correlating alerts from va...

Composite
63.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.2/100 · strong
Contract Quality 17.8 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
190
Dun & Bradstreet screenshot
Dun & Bradstreet Strong agent ready

Dun & Bradstreet is a leading global provider of business decisioning data and analytics, anchored by the D-U-N-S Number — a unique nine-digit identifier ass...

Composite
63.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.2/100 · strong
Contract Quality 18.6 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 2.1 / 13
Governance 5.7 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
191
Jentic screenshot
Jentic Strong agent ready

Jentic is an AI infrastructure company building the agentic knowledge layer for APIs. Founded in late 2024 and backed by $4.5M in pre-seed funding, Jentic en...

Composite
63.2
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.2/100 · strong
Contract Quality 19.3 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
192
StackHawk screenshot
StackHawk Strong agent ready

StackHawk is an application and API security testing platform that helps engineering teams find, triage, and fix security vulnerabilities in their APIs and w...

Composite
63.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.2/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
193
CloudZero screenshot
CloudZero Strong agent ready

CloudZero is a cloud cost intelligence and FinOps platform that automates the collection, allocation, and analysis of infrastructure spend to uncover waste a...

Composite
63.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.1/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 5.5 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
194
Coasty screenshot
Coasty Strong agent native

Coasty is a computer-use AI agent platform (Y Combinator S26) that operates a full desktop, browser, and terminal like a human — reading the screen with visi...

Composite
63.1
Agent
93.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.1/100 · strong
Contract Quality 16.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 15.3 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 93/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
195
Neon screenshot
Neon Strong agent ready

Neon is a serverless Postgres platform that provides fully managed, scalable PostgreSQL databases optimized for modern cloud and edge application development...

Composite
63.0
Agent
58.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.0/100 · strong
Contract Quality 17.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.8 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 59/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
196
PagerDuty screenshot
PagerDuty Strong agent native

PagerDuty is a digital operations management platform that helps teams detect problems and resolve incidents with automated alerting, on-call management, and...

Composite
63.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 63.0/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 6.8 / 13
Governance 6.3 / 12
Discoverability 6.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
197
Amazon CodeGuru Security screenshot
Amazon CodeGuru Security Strong agent native

Amazon CodeGuru Security is a static application security testing (SAST) service that uses machine learning to detect security vulnerabilities in your code. ...

Composite
62.9
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.9/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
198
SolarWinds screenshot
SolarWinds Strong agent ready

A collection of APIs provided by SolarWinds for IT infrastructure management, monitoring, and observability.

Composite
62.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.9/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
199
SnapLogic screenshot
SnapLogic Strong agent ready

Our AI-powered, all-in-one generative integration platform unifies your data and streamlines workflows to transform your business.

Composite
62.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.8/100 · strong
Contract Quality 17.5 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
200
Upsun Strong agent native

Upsun is the cloud application platform from Platform.sh that automatically builds, deploys, and scales applications with git-driven workflows, preview envir...

Composite
62.8
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.8/100 · strong
Contract Quality 16.9 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
201
DevCycle screenshot
DevCycle Strong agent native

DevCycle is an OpenFeature-native feature flag and feature management platform (a Dynatrace company) for creating, targeting, rolling out, and cleaning up fe...

Composite
62.7
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.7/100 · strong
Contract Quality 16.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
202
Spot by NetApp screenshot
Spot by NetApp Strong agent ready

Spot by NetApp (formerly Spot by Flexera, originally Spotinst) is a cloud infrastructure optimization platform providing automated cost optimization, scaling...

Composite
62.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.7/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
203
Amazon CodeArtifact screenshot
Amazon CodeArtifact Strong agent ready

Amazon CodeArtifact is a fully managed, secure artifact repository service that helps organizations store, publish, and share software packages used in their...

Composite
62.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.6/100 · strong
Contract Quality 19.4 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
204
Anysphere screenshot
Anysphere Strong agent native

Anysphere is the applied-research company behind Cursor, the AI-native code editor and agent platform. Beyond the desktop app, Cursor ships a public Cloud Ag...

Composite
62.6
Agent
78.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.6/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 10.3 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 79/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
205
Google Cloud Container Registry screenshot
Google Cloud Container Registry Strong agent ready

Google Cloud Container Registry is a private Docker image storage service on Google Cloud Platform. It provides secure, private Docker image storage with int...

Composite
62.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.6/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
206
Google Cloud Operations Suite screenshot
Google Cloud Operations Suite Strong agent ready

Google Cloud Operations Suite (formerly Stackdriver) provides integrated monitoring, logging, and diagnostics for applications and infrastructure running on ...

Composite
62.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.6/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
207
Transmit Security screenshot
Transmit Security Strong agent ready

Transmit Security provides the Mosaic platform, a comprehensive CIAM (Customer Identity and Access Management) solution offering REST APIs for passkey and We...

Composite
62.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.6/100 · strong
Contract Quality 17.7 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
208
Apache Airflow screenshot
Apache Airflow Strong agent native

Apache Airflow is an open-source platform to programmatically author, schedule, and monitor workflows, developed by the Apache Software Foundation. It allows...

Composite
62.5
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.5/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
209
Dwolla screenshot
Dwolla Strong agent native

Dwolla is a Des Moines-based fintech providing an account-to-account (A2A) payments platform that lets businesses programmatically move money across the U.S....

Composite
62.5
Agent
90.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.5/100 · strong
Contract Quality 17.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Banking & Open Finance 9.8 / 15
Agent readiness — 90/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
210
ThingsBoard screenshot
ThingsBoard Strong agent ready

ThingsBoard is an open-source IoT platform for device connectivity, data collection, processing, and visualization. Licensed under Apache 2.0 and developed b...

Composite
62.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.5/100 · strong
Contract Quality 17.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
211
Azure DevOps screenshot
Azure DevOps Strong agent ready

Azure DevOps provides developer services for support teams to plan work, collaborate on code development, and build and deploy applications through a compreh...

Composite
62.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.4/100 · strong
Contract Quality 14.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
212
Azure DevTest Labs screenshot
Azure DevTest Labs Strong agent ready

Azure DevTest Labs enables developers to efficiently self-manage virtual machines and PaaS resources without waiting for approvals. DevTest Labs creates labs...

Composite
62.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.4/100 · strong
Contract Quality 14.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
213
Databricks Asset Bundles screenshot
Databricks Asset Bundles Strong agent aware

Databricks Asset Bundles (DABs) provide an infrastructure-as-code approach to managing Databricks data and AI projects. Bundles enable version control, CI/CD...

Composite
62.4
Agent
16.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.4/100 · strong
Contract Quality 5.2 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 10.3 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 16/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
214
iOS screenshot
iOS Strong agent ready

iOS is Apple's mobile operating system and the developer platform behind iPhone apps. While the bulk of the iOS SDK is delivered as Swift / Objective-C clien...

Composite
62.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.4/100 · strong
Contract Quality 16.4 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 5.7 / 12
Discoverability 8.0 / 10
Regulatory · Payments 10.1 / 15
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
215
IBM Turbonomic screenshot
IBM Turbonomic Strong agent ready

IBM Turbonomic is an Application Resource Management (ARM) platform that uses AI-powered automation to continuously analyze and optimize application performa...

Composite
62.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.3/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
216
Moveworks (ServiceNow) Strong agent native

Moveworks is an enterprise AI assistant / agentic automation platform (acquired by ServiceNow) that lets employees resolve IT, HR, and other requests in natu...

Composite
62.3
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.3/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
217
Red Hat 3scale screenshot
Red Hat 3scale Strong agent ready

Red Hat 3scale API Management is an enterprise-grade API management platform that enables organizations to share, secure, distribute, control, and monetize A...

Composite
62.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.3/100 · strong
Contract Quality 16.5 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
218
Google Cloud API Gateway screenshot
Google Cloud API Gateway Strong agent ready

Google Cloud API Gateway enables you to provide secure access to your backend services through a well-defined REST API that is consistent across all of your ...

Composite
62.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.2/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
219
Google Cloud Artifact Registry screenshot
Google Cloud Artifact Registry Strong agent ready

Google Cloud Artifact Registry is a centralized repository for storing and managing container images, language packages, and build dependencies. It supports ...

Composite
62.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.2/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
220
Google Cloud Tasks screenshot
Google Cloud Tasks Strong agent ready

Google Cloud Tasks enables you to manage the execution of large numbers of distributed tasks. Cloud Tasks lets you create and dispatch tasks to worker servic...

Composite
62.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.2/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
221
Google Cloud Trace screenshot
Google Cloud Trace Strong agent ready

Google Cloud Trace is a distributed tracing system that collects latency data from applications and displays it in near real-time. It helps developers unders...

Composite
62.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.2/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
222
Google Cloud Workflows screenshot
Google Cloud Workflows Strong agent ready

Google Cloud Workflows is a serverless orchestration service that lets you combine Google Cloud services and APIs into flexible, automated workflows. Workflo...

Composite
62.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.2/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
223
HashiCorp Vault screenshot
HashiCorp Vault Strong agent ready

HashiCorp Vault is an open source tool for securely storing and accessing secrets. A secret is anything you want to tightly control access to, such as API ke...

Composite
62.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.2/100 · strong
Contract Quality 20.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
224
Coval screenshot
Coval Strong agent native

Coval is the deployment-readiness platform for voice and chat AI agents. Teams simulate thousands of realistic conversation scenarios before launch, monitor ...

Composite
62.1
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.1/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
225
Amazon CodeDeploy screenshot
Amazon CodeDeploy Strong agent native

AWS CodeDeploy is a fully managed deployment service that automates software deployments to various compute services such as Amazon EC2, AWS Fargate, AWS Lam...

Composite
62.0
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.0/100 · strong
Contract Quality 17.8 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
226
The Things Network / The Things Stack screenshot
The Things Network / The Things Stack Strong agent ready

The Things Network (TTN) is a free, community-operated global LoRaWAN network with over 280,000 members and 21,000 gateways across 153 countries. It runs on ...

Composite
62.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 62.0/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
227
AT&T Strong agent ready

AT&T Inc. is a multinational telecommunications holding company providing wireless and wireline communications, broadband, and business networking to consume...

Composite
61.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.9/100 · strong
Contract Quality 17.7 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
228
Google BigQuery screenshot
Google BigQuery Strong agent ready

Google BigQuery is a fully managed, serverless data warehouse that enables scalable analysis over petabytes of data using SQL.

Composite
61.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.9/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
229
Android screenshot
Android Strong agent native

Collection of APIs and services available in the Android ecosystem.

Composite
61.8
Agent
78.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 18.6 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 79/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
230
Continue screenshot
Continue Strong agent ready

Continue is the open-source AI code assistant for VS Code and JetBrains, distributed under Apache 2.0. The Continue IDE extensions and the Continue CLI feder...

Composite
61.8
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
231
Google Cloud Endpoints screenshot
Google Cloud Endpoints Strong agent ready

Google Cloud Endpoints is an API management system that helps you secure, monitor, analyze, and set quotas on your APIs using the same infrastructure Google ...

Composite
61.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
232
Google Cloud Error Reporting screenshot
Google Cloud Error Reporting Strong agent ready

Google Cloud Error Reporting groups and counts similar errors from cloud services and applications, reports new errors, and provides access to error groups a...

Composite
61.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
233
Google Cloud Eventarc screenshot
Google Cloud Eventarc Strong agent ready

Google Cloud Eventarc is a fully managed eventing service that allows you to build event-driven architectures by routing events from Google Cloud services, S...

Composite
61.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
234
Google Cloud Monitoring screenshot
Google Cloud Monitoring Strong agent ready

Google Cloud Monitoring provides comprehensive monitoring and observability for cloud infrastructure and applications. It collects metrics, events, and metad...

Composite
61.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
235
Google Cloud Profiler screenshot
Google Cloud Profiler Strong agent ready

Google Cloud Profiler is a statistical, low-overhead profiling service that continuously monitors CPU usage and memory allocation in production applications....

Composite
61.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 14.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
236
Warp screenshot
Warp Strong agent ready

Warp is an open-source, Rust-based, GPU-accelerated agentic development environment built on top of a modern terminal. It combines a high-performance termina...

Composite
61.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.8/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
237
Gravitee screenshot
Gravitee Strong agent ready

Gravitee.io is an open-source API management platform from GraviteeSource, combining a high-performance API Gateway, full-lifecycle API Management, Access Ma...

Composite
61.7
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality 16.0 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
238
Rollbar screenshot
Rollbar Strong agent native

Rollbar is a real-time error tracking and monitoring platform for software teams. It automatically captures exceptions and errors from web, mobile, and serve...

Composite
61.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality 17.7 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
239
Split screenshot
Split Strong agent ready

Split, now part of Harness Feature Management and Experimentation, is a feature flag and experimentation platform that enables teams to safely release featur...

Composite
61.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.6/100 · strong
Contract Quality 16.8 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
240
Chef Software screenshot
Chef Software Strong agent native

Chef Software is the DevOps automation company behind Chef Infra, Chef InSpec, Chef Habitat, and Chef Automate, now part of Progress Software. Chef pioneered...

Composite
61.5
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.5/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
241
NocoDB screenshot
NocoDB Strong agent ready

NocoDB is an open-source, self-hostable alternative to Airtable that turns any relational database — MySQL, PostgreSQL, Microsoft SQL Server, or SQLite — int...

Composite
61.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.5/100 · strong
Contract Quality 17.9 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
242
OpenShift screenshot
OpenShift Strong agent ready

A comprehensive API definition for Red Hat OpenShift, the enterprise Kubernetes platform.

Composite
61.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.5/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
243
Replicated Strong agent native

Replicated is a commercial software distribution platform that lets independent software vendors (ISVs) deliver and manage modern applications into complex, ...

Composite
61.5
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.5/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
244
CDK Global screenshot
CDK Global Strong agent ready

CDK Global is the dominant U.S. dealer management system (DMS) provider, serving roughly 15,000 automotive dealerships with software covering sales, F&I, fix...

Composite
61.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
245
Cflow screenshot
Cflow Strong agent ready

Cflow is a cloud-based workflow automation platform that helps organizations streamline and optimize business processes. It offers a drag-and-drop workflow b...

Composite
61.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 19.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
246
Chroma screenshot
Chroma Strong agent ready

Chroma (Chroma DB) is an open-source AI-native embedding database designed to make it easy to build LLM applications by providing storage, retrieval, and man...

Composite
61.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 15.9 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
247
Coda Project screenshot
Coda Project Strong agent native

Coda Project, Inc. is the maker of Coda (now branded Superhuman Docs), an all-in-one collaborative workspace that blends the flexibility of a document, the s...

Composite
61.4
Agent
84.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 17.2 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 85/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
248
Knative screenshot
Knative Strong agent ready

Knative is a CNCF graduated platform that extends Kubernetes to provide serverless capabilities. It consists of Serving for deploying and scaling serverless ...

Composite
61.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 21.7 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
249
Mezmo screenshot
Mezmo Strong agent ready
Composite
61.4
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 13.6 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
250
Netdata screenshot
Netdata Strong agent ready

Netdata is a real-time infrastructure monitoring and observability platform that collects per-second metrics from physical servers, virtual machines, cloud d...

Composite
61.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 18.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
251
Red Hat OpenShift screenshot
Red Hat OpenShift Strong agent ready

Red Hat OpenShift is an enterprise Kubernetes platform that provides a consistent hybrid cloud foundation for building, deploying, and scaling containerized ...

Composite
61.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 16.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
252
Smithery Strong agent ready

Smithery is an MCP server registry and hosting platform that lets developers discover, publish, and connect to Model Context Protocol servers from any AI age...

Composite
61.4
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
253
Tripetto screenshot
Tripetto Strong agent ready

Tripetto is a powerful form builder platform and SDK that enables developers to create smart, conversational forms and surveys with advanced conditional logi...

Composite
61.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality 18.3 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
254
Sideko screenshot
Sideko Strong agent ready

Sideko is an API tooling generation platform that turns an OpenAPI specification into a complete developer-tooling suite — SDKs in six languages (Python, Typ...

Composite
61.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.3/100 · strong
Contract Quality 19.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 5.5 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
255
SonarQube screenshot
SonarQube Strong agent aware

SonarQube is a leading code quality and security platform that provides Web APIs for managing projects, quality gates, issues, and integrations with CI/CD pi...

Composite
61.3
Agent
35.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.3/100 · strong
Contract Quality 16.5 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 5.5 / 10
Agent readiness — 36/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
256
Sauce Labs screenshot
Sauce Labs Strong agent ready

Sauce Labs is a cloud-based cross-browser and mobile app testing platform trusted by over 100,000 customers worldwide. It provides a comprehensive set of RES...

Composite
61.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.2/100 · strong
Contract Quality 16.2 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
257
Amazon CloudWatch screenshot
Amazon CloudWatch Strong agent ready

Amazon CloudWatch is an intelligent observability platform providing complete visibility into performance, availability, and security across your entire tech...

Composite
61.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality 19.7 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
258
Hatchet screenshot
Hatchet Strong agent ready

Hatchet is an open-source distributed task queue and workflow orchestration engine for background jobs, AI agents, and durable workflows. It is Postgres-back...

Composite
61.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality 19.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
259
Kurrent screenshot
Kurrent Strong agent native

Kurrent — formerly Event Store Ltd — builds KurrentDB, an event-native database purpose-built to store, process and deliver application state changes as an i...

Composite
61.1
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality 16.4 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
260
SigNoz screenshot
SigNoz Strong agent native

SigNoz is an open source observability platform with logs, traces, and metrics in a single pane, built natively on OpenTelemetry. It is a full-stack open-sou...

Composite
61.1
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
261
Vagrant screenshot
Vagrant Strong agent ready

Vagrant, by HashiCorp, is a tool for building and managing virtualized development environments. Their developer platform provides APIs and SDKs for interact...

Composite
61.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
262
API Snap screenshot
API Snap Strong agent ready

API Snap is a developer utility platform that consolidates 13+ commonly needed REST APIs into a single, unified service with one API key. The platform provid...

Composite
61.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.0/100 · strong
Contract Quality 20.1 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
263
Scaleway Strong agent ready

Scaleway is a European cloud provider offering a full suite of compute, storage, networking, AI, and serverless infrastructure services. Scaleway provides a ...

Composite
61.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 61.0/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
264
Amazon CodeCatalyst screenshot
Amazon CodeCatalyst Strong agent ready

Amazon CodeCatalyst is a unified software development service that helps teams collaborate more effectively on software projects. It provides integrated tool...

Composite
60.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.9/100 · strong
Contract Quality 17.7 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
265
HashiCorp Nomad screenshot
HashiCorp Nomad Strong agent ready

HashiCorp Nomad is a flexible workload orchestrator that enables organizations to deploy and manage containers, legacy applications, and batch jobs across an...

Composite
60.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.9/100 · strong
Contract Quality 20.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 4.1 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
266
Lunar.dev screenshot
Lunar.dev Strong agent aware

Lunar.dev is an enterprise-grade gateway platform for AI governance and third-party API consumption control. It unifies an MCP Gateway, AI Gateway, and API C...

Composite
60.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.9/100 · strong
Contract Quality 16.5 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
267
Unkey screenshot
Unkey Strong agent ready

Unkey is the developer platform for modern APIs, providing globally distributed API key management, rate limiting, identity management, analytics, and deploy...

Composite
60.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.9/100 · strong
Contract Quality 19.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
268
Amazon CodeGuru Reviewer screenshot
Amazon CodeGuru Reviewer Strong agent ready

Amazon CodeGuru Reviewer is an automated code review service that uses machine learning and AWS best practices to identify security vulnerabilities, bugs, an...

Composite
60.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.8/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
269
General Translation screenshot
General Translation Strong agent native

General Translation is an end-to-end internationalization (i18n) and localization platform for developers, backed by a16z. It combines open-source i18n libra...

Composite
60.8
Agent
81.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.8/100 · strong
Contract Quality 17.1 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
270
SourceForge screenshot
SourceForge Strong agent ready

SourceForge is a web-based platform for hosting, managing, and distributing open source software projects. Built on the Apache Allura platform, SourceForge p...

Composite
60.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.8/100 · strong
Contract Quality 16.9 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
271
Cloudflare Queues screenshot
Cloudflare Queues Strong agent ready

Cloudflare Queues is a flexible, scalable message queue service built into the Cloudflare Workers ecosystem. It provides guaranteed message delivery with a R...

Composite
60.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.7/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
272
Upwind Strong agent native

Upwind is a cloud and AI security platform (CNAPP) that secures cloud infrastructure, workloads, and applications in real time — spanning cloud security post...

Composite
60.7
Agent
74.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.7/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.6 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 74/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
273
Spacelift screenshot
Spacelift Strong agent ready

Spacelift is an infrastructure-as-code (IaC) orchestration platform that combines AI-assisted deployments, GitOps pipelines, and policy-as-code governance. I...

Composite
60.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.6/100 · strong
Contract Quality 19.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
274
Theneo screenshot
Theneo Strong agent ready

Beautiful, up-to-date docs without the effort. Theneo is an AI-native API documentation and developer portal platform that auto-generates interactive docs fr...

Composite
60.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.6/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
275
APIToolkit (Monoscope) screenshot
APIToolkit (Monoscope) Strong agent ready

APIToolkit (now Monoscope) is an open-source-friendly API observability and monitoring platform that helps teams find and fix production issues before custom...

Composite
60.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.4/100 · strong
Contract Quality 16.8 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
276
Apollo Config screenshot
Apollo Config Strong agent ready

Apollo is a reliable, open-source configuration management system suitable for microservice configuration management scenarios, providing centralized configu...

Composite
60.4
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.4/100 · strong
Contract Quality 18.1 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
277
SLNG Strong agent native

SLNG is a compliance-first speech AI gateway that gives developers a single, unified API for speech-to-text, text-to-speech, and LLM-driven voice agents acro...

Composite
60.4
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.4/100 · strong
Contract Quality 18.2 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
278
VividCortex Strong agent native

VividCortex is a SaaS database performance monitoring platform, now part of SolarWinds and marketed as SolarWinds Database Performance Monitor (DPM). It uses...

Composite
60.4
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.4/100 · strong
Contract Quality 17.6 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
279
Archil screenshot
Archil Strong agent aware

Archil is the cloud filesystem for AI. It turns an existing object-storage bucket (Amazon S3, Google Cloud Storage, Cloudflare R2, Azure Blob, MinIO, Wasabi,...

Composite
60.3
Agent
43.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.3/100 · strong
Contract Quality 15.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 43/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
280
Bump.sh screenshot
Bump.sh Strong agent ready

Bump.sh is "the modern API doc platform" — automatic, diff-aware documentation for OpenAPI and AsyncAPI specifications, plus a managed Model Context Protocol...

Composite
60.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.3/100 · strong
Contract Quality 15.9 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 8.9 / 13
Governance 7.3 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
281
PydanticAI screenshot
PydanticAI Strong agent ready

PydanticAI is an open-source, model-agnostic Python agent framework built by the Pydantic team, designed to bring the ergonomic, type-safe design philosophy ...

Composite
60.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.3/100 · strong
Contract Quality 16.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
282
Render screenshot
Render Strong agent native

Render is a cloud platform for building and running applications and websites with automatic Git-based deployments. It provides managed infrastructure for we...

Composite
60.3
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.3/100 · strong
Contract Quality 21.0 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 6.3 / 12
Discoverability 6.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
283
Cycloid screenshot
Cycloid Strong agent ready

Cycloid is a unified Internal Developer Portal & Platform combining self-service Service Catalogs (Stacks and StackForms), Infrastructure as Code orchestrati...

Composite
60.2
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.2/100 · strong
Contract Quality 14.2 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.8 / 13
Governance 4.7 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
284
SAP API Management screenshot
SAP API Management Strong agent ready

SAP API Management is an API platform that enables organizations to design, import, publish, secure, and monitor APIs. It provides a self-service developer p...

Composite
60.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.2/100 · strong
Contract Quality 17.7 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
285
Amazon SQS screenshot
Amazon SQS Strong agent native

Amazon Simple Queue Service (SQS) is a fully managed message queuing service that enables you to decouple and scale microservices, distributed systems, and s...

Composite
60.1
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.1/100 · strong
Contract Quality 19.5 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.2 / 13
Governance 7.3 / 12
Discoverability 8.8 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
286
Smithery Strong agent ready

Smithery is a platform for discovering, deploying, and managing Model Context Protocol (MCP) servers and skills. It operates a public registry of community-b...

Composite
60.1
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.1/100 · strong
Contract Quality 18.5 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
287
Azure Pipelines screenshot
Azure Pipelines Strong agent ready

Azure Pipelines is a cloud service that you can use to automatically build and test your code project and make it available to other users. It works with jus...

Composite
60.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.0/100 · strong
Contract Quality 15.1 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
288
Zally screenshot
Zally Strong agent ready

Zally is an open source API linter from Zalando that validates OpenAPI 2 and 3 specifications against configurable rule sets for API design consistency. It e...

Composite
60.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 60.0/100 · strong
Contract Quality 18.4 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Developing 676 45–59.9 Real signal across most facets with visible, nameable gaps.
289
Amazon CloudFormation screenshot
Amazon CloudFormation Developing agent ready

AWS CloudFormation is an infrastructure-as-code service that speeds up cloud provisioning by enabling developers to define and manage AWS resources programma...

Composite
59.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.9/100 · developing
Contract Quality 19.7 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
290
Codehooks screenshot
Codehooks Developing agent ready

Codehooks is a JavaScript-native serverless backend platform that bundles a NoSQL document database, key-value store, persistent queues with workers, CRON jo...

Composite
59.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.9/100 · developing
Contract Quality 18.4 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 7.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
291
LaserData screenshot
LaserData Developing agent native

LaserData is a hyper-efficient data streaming platform built in Rust for AI-native, real-time, and latency-sensitive workloads. Founded by the creators of Ap...

Composite
59.9
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.9/100 · developing
Contract Quality 18.5 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
292
Rainforest QA Developing agent native

Rainforest QA is a no-code software testing platform that combines AI-powered test creation, crowdsourced manual QA, and automated browser testing in one pla...

Composite
59.9
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.9/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
293
Shoplazza Developing agent native

Shoplazza is a global e-commerce SaaS platform that lets merchants build and run online stores, and lets partners extend the platform through public apps, pa...

Composite
59.9
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.9/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 11.4 / 15
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
294
Amazon API Gateway screenshot
Amazon API Gateway Developing agent native

Amazon API Gateway is a fully managed service that makes it easy for developers to create, publish, maintain, monitor, and secure APIs at any scale.

Composite
59.8
Agent
79.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.8/100 · developing
Contract Quality 20.7 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 80/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
295
Dash0 screenshot
Dash0 Developing agent native

Dash0 is an OpenTelemetry-native observability platform for engineering teams who want full visibility into logs, metrics, traces, profiles and events withou...

Composite
59.8
Agent
86.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.8/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 87/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
296
DreamFactory screenshot
DreamFactory Developing agent ready

Automate the building, securing, and documenting of REST APIs for data products with built-in enterprise security on bare-metal, VMs, or containers.

Composite
59.8
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.8/100 · developing
Contract Quality 21.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
297
Azure Functions screenshot
Azure Functions Developing agent ready

Azure Functions is a serverless compute service that lets you run event-triggered code without having to explicitly provision or manage infrastructure, suppo...

Composite
59.7
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
298
Seqera Labs Developing agent ready

Seqera (Seqera Labs) builds open, cloud-based software for scientific data analysis at scale. It is the company behind Nextflow, the widely adopted open-sour...

Composite
59.7
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.7/100 · developing
Contract Quality 12.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Health 11.7 / 15
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
299
Amazon CodePipeline screenshot
Amazon CodePipeline Developing agent native

AWS CodePipeline is a fully managed continuous delivery service that helps you automate your release pipelines for fast and reliable application and infrastr...

Composite
59.6
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.6/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 6.8 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
300
Baserow screenshot
Baserow Developing agent ready

Baserow is an open-source no-code database platform that allows teams to build databases, automations, applications, and AI agents without writing code. It o...

Composite
59.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.6/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
301
Google Cloud Logging screenshot
Google Cloud Logging Developing agent ready

Google Cloud Logging is a fully-managed service that performs at scale and can ingest application and system log data from thousands of VMs. Allows you to se...

Composite
59.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.6/100 · developing
Contract Quality 12.1 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 10.3 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
302
Quay screenshot
Quay Developing agent ready

Quay is a container image registry that enables you to build, store, distribute, and deploy container images with built-in security scanning, access controls...

Composite
59.6
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.6/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
303
Reflect screenshot
Reflect Developing agent ready

Reflect is an AI-powered automated end-to-end testing platform that enables teams to effortlessly create, execute, and troubleshoot automated browser tests. ...

Composite
59.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.6/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
304
Amazon CodeBuild screenshot
Amazon CodeBuild Developing agent ready

AWS CodeBuild is a fully managed continuous integration service that compiles source code, runs tests, and produces ready-to-deploy software packages. CodeBu...

Composite
59.5
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.5/100 · developing
Contract Quality 17.8 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 6.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
305
commercetools screenshot
commercetools Developing agent ready

commercetools is the leading composable, headless, API-first Commerce platform powering large-scale B2C, B2B, and marketplace digital commerce for enterprise...

Composite
59.5
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.5/100 · developing
Contract Quality 19.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 7.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
306
Site24x7 screenshot
Site24x7 Developing agent ready

Site24x7 is a full-stack cloud monitoring platform with a REST API for managing monitors, on-call schedules, alerts, SLAs, and accessing availability and per...

Composite
59.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.5/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
307
Cronitor screenshot
Cronitor Developing agent ready

Cronitor is a cron job and scheduled task monitoring platform that provides developers with instant alerts when jobs fail, run too long, or don't run at all....

Composite
59.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.4/100 · developing
Contract Quality 17.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
308
Enphase Energy screenshot
Enphase Energy Developing agent ready

Enphase Energy is a solar microinverter and energy management company that provides the Enlighten Systems API, a REST API enabling access to solar production...

Composite
59.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.4/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
309
Amazon EKS screenshot
Amazon EKS Developing agent aware

Amazon Elastic Kubernetes Service (Amazon EKS) is a managed Kubernetes service that makes it easy to run Kubernetes on AWS without needing to install, operat...

Composite
59.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.3/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 5.5 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
310
Apache Kafka screenshot
Apache Kafka Developing agent native

Apache Kafka is an open-source distributed event streaming platform used by thousands of companies for high-performance data pipelines, streaming analytics, ...

Composite
59.3
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.3/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
311
Deno screenshot
Deno Developing agent ready

Deno is a modern JavaScript and TypeScript runtime built on V8 that emphasizes security, simplicity, and developer productivity. It provides a comprehensive ...

Composite
59.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.3/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
312
Gemfury screenshot
Gemfury Developing agent ready

Gemfury is a private package repository service with a REST API for pushing and managing gems, npm, pip, composer, and other language packages for teams and ...

Composite
59.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.3/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 7.5 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
313
Amazon Cloud Map screenshot
Amazon Cloud Map Developing agent ready

Amazon Cloud Map is a cloud resource discovery service that maintains an updated registry of application resources and their locations. Define custom names f...

Composite
59.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.2/100 · developing
Contract Quality 20.6 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
314
Millimetric Developing agent native

Millimetric is API-first, privacy-respecting web and product analytics for developers, indie startups ("vibe coders"), and AI agents. It captures events over...

Composite
59.2
Agent
80.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.2/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 81/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
315
Dyspatch screenshot
Dyspatch Developing agent native

Dyspatch is an email template management and production platform that lets marketing, design, and engineering teams build, collaborate on, approve, localize,...

Composite
59.1
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
316
Nuon Developing agent native

Nuon is a Bring Your Own Cloud (BYOC) continuous-delivery platform for software vendors. It lets vendors package existing applications — Terraform, Pulumi, H...

Composite
59.1
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
317
QStash screenshot
QStash Developing agent ready

QStash is a serverless message queue and task scheduling REST API from Upstash that delivers HTTP messages to endpoints reliably without requiring any long-l...

Composite
59.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality 17.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
318
Sumo Logic screenshot
Sumo Logic Developing agent ready

Sumo Logic is a cloud-native, machine data analytics platform delivering real-time, continuous intelligence for operations, security, and business insights. ...

Composite
59.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
319
CodeSandbox screenshot
CodeSandbox Developing agent ready

CodeSandbox is a browser-based development environment platform that enables developers to create, share, and collaborate on interactive coding sandboxes ins...

Composite
59.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.0/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
320
Enphase Energy Developing agent native

Enphase Energy is a Petaluma, California home-energy technology manufacturer and the dominant supplier of solar microinverters in the United States, shipping...

Composite
59.0
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.0/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 15.3 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
321
NGINX screenshot
NGINX Developing agent ready

NGINX is a high-performance open-source web server, reverse proxy, and API gateway widely used for load balancing, SSL termination, caching, and traffic mana...

Composite
59.0
Agent
56.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.0/100 · developing
Contract Quality 15.0 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
322
OpenSearch screenshot
OpenSearch Developing agent native

OpenSearch is the open source, community-driven search, analytics, and observability suite (forked from Elasticsearch and Kibana) maintained under the Linux ...

Composite
59.0
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.0/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
323
TIBCO screenshot
TIBCO Developing agent ready

APIs and services provided by TIBCO Software Inc., a global leader in integration, API management, and analytics software.

Composite
59.0
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 59.0/100 · developing
Contract Quality 19.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.5 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
324
AIMLAPI screenshot
AIMLAPI Developing agent ready

AIMLAPI is a unified AI model API gateway providing access to 400+ state-of-the-art AI models from OpenAI, Anthropic, Google, Meta, DeepSeek, Mistral, Stabil...

Composite
58.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
325
Amazon DynamoDB screenshot
Amazon DynamoDB Developing agent ready

A fully managed NoSQL database service that provides fast and predictable performance with seamless scalability.

Composite
58.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality 20.1 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
326
Azure Function Apps screenshot
Azure Function Apps Developing agent ready

Azure Functions is a serverless compute service that lets you run event-triggered code without having to explicitly provision or manage infrastructure, with ...

Composite
58.9
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
327
QA Wolf Developing agent ready

QA Wolf is a hybrid platform and service that takes QA off software teams' plates: AI maps an application's user journeys, converts plain-language prompts in...

Composite
58.9
Agent
56.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
328
ToolJet screenshot
ToolJet Developing agent ready

ToolJet is an open-source low-code platform for building internal tools, dashboards, business applications, workflows, and AI agents. It provides a REST API ...

Composite
58.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
329
1Factory screenshot
1Factory Developing agent ready

1Factory is a leading provider of quality management software solutions for manufacturing companies. The platform helps businesses streamline their operation...

Composite
58.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.8/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
330
Dedalus Labs screenshot
Dedalus Labs Developing agent native

Dedalus Labs builds infrastructure for AI agents. It runs two production APIs: the Dedalus Agents API, an OpenAI-compatible MCP gateway that lets you mix and...

Composite
58.8
Agent
86.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 87/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
331
Instabug (Luciq) screenshot
Instabug (Luciq) Developing agent ready

Instabug — now rebranded as Luciq — is an agentic mobile observability platform covering bug reporting, crash reporting, application performance monitoring, ...

Composite
58.8
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.8/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 8.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
332
Tetrate screenshot
Tetrate Developing agent ready

Tetrate is an enterprise service mesh company that provides Tetrate Service Bridge (TSB), a multi-cluster, multi-cloud service mesh management platform built...

Composite
58.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.8/100 · developing
Contract Quality 17.6 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
333
Ampersand screenshot
Ampersand Developing agent ready

Ampersand is a developer-first platform for building native SaaS integrations. It provides an embeddable UI component and managed infrastructure that lets de...

Composite
58.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
334
Azure Repos screenshot
Azure Repos Developing agent ready

Azure Repos is a set of version control tools that you can use to manage your code. Whether your software project is large or small, using version control as...

Composite
58.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
335
Sonatype Nexus screenshot
Sonatype Nexus Developing agent ready

Sonatype Nexus Repository Manager provides a comprehensive REST API for managing software artifacts, repositories, and components across the software develop...

Composite
58.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
336
Fern screenshot
Fern Developing agent aware

Fern is an SDK generation and documentation platform designed for the AI era. It transforms OpenAPI, AsyncAPI, Protobuf (gRPC), and OpenRPC specifications in...

Composite
58.6
Agent
18.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.6/100 · developing
Contract Quality 3.8 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 20.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 18/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
337
Argo CD screenshot
Argo CD Developing agent ready

Argo CD is a declarative, GitOps continuous delivery tool for Kubernetes that automates the deployment of applications by using Git repositories as the sourc...

Composite
58.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
338
Argo Workflows screenshot
Argo Workflows Developing agent ready

Argo Workflows is an open-source, container-native workflow engine for orchestrating parallel jobs on Kubernetes. It is a CNCF graduated project that allows ...

Composite
58.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
339
Compresr screenshot
Compresr Developing agent native

Compresr is an LLM context-compression API. You send the long context you would otherwise pass to a model plus the query you want answered, and Compresr retu...

Composite
58.5
Agent
80.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 13.0 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 81/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
340
Gradle screenshot
Gradle Developing agent ready

Gradle Inc. (Gradle Technologies) is the company behind the open-source Gradle Build Tool, downloaded more than 25 million times a month across the Java, JVM...

Composite
58.5
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
341
Qfex Developing agent native

QFEX is the first 24/7 exchange built exclusively for US equities, commodities, and FX, offering high-leverage perpetual futures on traditional assets withou...

Composite
58.5
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Securities & Market Data 10.1 / 15
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
342
S2 Dev Developing agent native

S2 ("Stream Store") is the API for unlimited, durable, real-time streams. Where object storage deals with blobs, S2 provides append-able, ordered record stre...

Composite
58.5
Agent
87.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 88/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
343
SmallStep Developing agent native

Smallstep operates the world's first Device Identity Platform. It issues hardware-backed, short-lived X.509 and SSH certificates that cryptographically prove...

Composite
58.5
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality 18.1 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
344
AppDynamics screenshot
AppDynamics Developing agent ready

AppDynamics, now part of Cisco, is an application performance monitoring (APM) and observability platform that provides full-stack visibility into applicatio...

Composite
58.4
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
345
Gumloop screenshot
Gumloop Developing agent native

Gumloop is an AI-agent automation platform for building, deploying, and governing agents that automate real work — data analysis, customer support, CRM manag...

Composite
58.4
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
346
Krisp screenshot
Krisp Developing agent native

Krisp is a Voice AI platform whose real-time speech-enhancement models run on over 200 million devices, licensed by Discord, Twilio, and VMware among others....

Composite
58.4
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
347
Mithril Developing agent native

Mithril is an AI omnicloud compute platform, operated by Foundry Technologies, that aggregates GPU, CPU, and storage capacity across multiple cloud providers...

Composite
58.4
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
348
Polyteia Developing agent native

Polyteia is a Berlin-based govtech company offering a data platform for the German and European public sector. It lets public administrations connect existin...

Composite
58.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Government & Public Sector 11.7 / 15
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
349
Unblocked Developing agent native

Unblocked is an AI context engine for engineering teams that consolidates code, documentation, tickets, and conversations from sources like GitHub, Slack, Ji...

Composite
58.4
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
350
Apache Oozie screenshot
Apache Oozie Developing agent aware

Apache Oozie is a workflow scheduler system for managing Apache Hadoop jobs. It enables users to define workflows as directed acyclic graphs (DAGs) of action...

Composite
58.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.3/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
351
Kentik screenshot
Kentik Developing agent native

Kentik is a network observability company whose SaaS platform (the Kentik Portal) unifies network flow records, BGP routing, SNMP and streaming telemetry, sy...

Composite
58.3
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.3/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
352
Spring Cloud Config screenshot
Spring Cloud Config Developing agent ready

Spring Cloud Config provides server-side and client-side support for externalized configuration in a distributed system. It offers a central place to manage ...

Composite
58.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.3/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
353
Ambassador screenshot
Ambassador Developing agent ready

Ambassador is a Kubernetes-native API Gateway built on Envoy Proxy, providing routing, load balancing, authentication, and observability for microservices.

Composite
58.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 7.5 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
354
Google Chrome screenshot
Google Chrome Developing agent ready

Collection of APIs and resources for the Google Chrome browser and Chrome platform.

Composite
58.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 5.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
355
Inception screenshot
Inception Developing agent native

Inception Labs builds diffusion-based large language models (dLLMs) branded Mercury. Unlike autoregressive models that emit tokens one at a time, Mercury gen...

Composite
58.2
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
356
Primitive Developing agent native

Primitive is email infrastructure built for AI agents. It lets an agent send and receive email with a single authenticated HTTP call — no SMTP credentials, D...

Composite
58.2
Agent
86.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality 17.8 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 87/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
357
ReqRes screenshot
ReqRes Developing agent ready

ReqRes (reqres.in) is a hosted REST API originally launched by Ben Howdle as a free no-auth fake-API surface for AJAX prototyping, tutorials, and frontend te...

Composite
58.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality 18.8 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
358
ADT screenshot
ADT Developing agent ready

ADT is a provider of monitored security, interactive home and business automation, and related monitoring services for residential and small business custome...

Composite
58.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.1/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
359
Lightrun screenshot
Lightrun Developing agent native

Lightrun is a developer-native observability and live-debugging platform. Language agents embedded in a running JVM, Python, Node.js or .NET process accept d...

Composite
58.1
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.1/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
360
Atlassian Compass screenshot
Atlassian Compass Developing agent ready

Atlassian Compass is a developer experience platform that helps engineering teams understand, manage, and improve the health of their software components and...

Composite
58.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.0/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
361
Transcend screenshot
Transcend Developing agent aware

Transcend is a privacy and data permissioning platform that helps enterprises decide in real time whether customer data can be used for a given purpose. The ...

Composite
58.0
Agent
30.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 58.0/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
362
Celigo screenshot
Celigo Developing agent ready

Celigo is an intelligent automation platform (iPaaS) that enables organizations to integrate applications, automate business processes, and connect data acro...

Composite
57.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 4.1 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
363
Longhorn screenshot
Longhorn Developing agent ready

Longhorn is a CNCF incubating lightweight, reliable, and easy-to-use distributed block storage system for Kubernetes. It creates a dedicated storage controll...

Composite
57.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
364
OpenTelemetry screenshot
OpenTelemetry Developing agent aware

Vendor-neutral open-source observability framework for cloud-native software, providing a collection of tools, APIs, and SDKs for instrumenting, generating, ...

Composite
57.9
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 30/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
365
Wallarm screenshot
Wallarm Developing agent ready

Wallarm provides advanced API security and protection solutions for APIs, web applications, and microservices. The platform includes API discovery, real-time...

Composite
57.9
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality 19.4 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
366
Apache APISIX screenshot
Apache APISIX Developing agent ready

Apache APISIX is a dynamic, real-time, high-performance cloud-native API gateway built on NGINX and etcd, developed by the Apache Software Foundation. It sup...

Composite
57.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
367
RapidAPI screenshot
RapidAPI Developing agent ready

RapidAPI operates the world's largest API marketplace, connecting developers to thousands of APIs through a single platform. Their developer platform provide...

Composite
57.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality 19.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
368
Stacker screenshot
Stacker Developing agent ready

Stacker is a no-code platform that enables organizations to build custom business applications, internal tools, and customer portals on top of their existing...

Composite
57.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
369
Turso screenshot
Turso Developing agent ready

Turso is an edge database platform built on libSQL, a fork of SQLite, offering both an embedded in-process database engine and a managed cloud service (Turso...

Composite
57.8
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
370
Better Uptime screenshot
Better Uptime Developing agent ready

Better Uptime (now part of Better Stack) is an uptime monitoring and incident management platform that helps engineering teams detect outages, manage on-call...

Composite
57.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.7/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
371
Scanner Developing agent native

Scanner is a cloud-native security data platform that indexes security logs directly in Amazon S3 to deliver full-text search across petabytes, continuous st...

Composite
57.7
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.7/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
372
Superblocks screenshot
Superblocks Developing agent ready

Superblocks is a programmable internal tools platform that enables engineering and IT teams to build, govern, and deploy enterprise-grade internal applicatio...

Composite
57.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.7/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
373
Ditto screenshot
Ditto Developing agent ready

Ditto is a peer-to-peer data sync platform for mobile and edge devices that enables real-time synchronization without requiring a central server, using Bluet...

Composite
57.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.6/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
374
JAMF screenshot
JAMF Developing agent ready

Jamf is the standard in managing and securing Apple devices at scale for business, education, and government. Its cloud platform pairs Apple device managemen...

Composite
57.6
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.6/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
375
LambdaTest screenshot
LambdaTest Developing agent ready

LambdaTest (rebranding as TestMu AI) is a cloud-based AI-powered test execution platform that enables developers and QA teams to run Selenium, Cypress, Playw...

Composite
57.6
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.6/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
376
Drippay screenshot
Drippay Developing agent native

Drippay, Inc. ("drip") is a Y Combinator company (YC P26) building two connected products. drip is a local-first Mac app that turns LinkedIn, iMessage, and e...

Composite
57.5
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.5/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 8.1 / 15
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
377
Onshape Developing agent native

Onshape is a cloud-native computer-aided design (CAD) and product data management (PDM) platform, part of PTC, that runs entirely in a web browser with real-...

Composite
57.5
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.5/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
378
Rackspace Technology screenshot
Rackspace Technology Developing agent ready

Rackspace Technology is a multicloud solutions provider offering managed services, professional services, and consulting across cloud infrastructure, applica...

Composite
57.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.5/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
379
Amazon CodeStar screenshot
Amazon CodeStar Developing agent ready

AWS CodeStar provides a unified user interface enabling you to easily manage your software development activities in one place. With AWS CodeStar, you can se...

Composite
57.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality 19.3 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
380
Axon Framework screenshot
Axon Framework Developing agent aware

Axon Framework is a Java framework for building event-driven microservices using CQRS (Command Query Responsibility Segregation) and event sourcing patterns,...

Composite
57.4
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
381
Microsoft Azure Integration Services screenshot
Microsoft Azure Integration Services Developing agent ready

Microsoft Azure Integration Services is a collection of cloud-based integration capabilities that connect applications, data, and processes across cloud and ...

Composite
57.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
382
Redocly screenshot
Redocly Developing human only

Redocly is a company that specializes in API documentation and governance tooling. Their platform helps organizations create, manage, and publish API documen...

Composite
57.4
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality 7.1 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 10.3 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
383
Terraform screenshot
Terraform Developing agent native

HashiCorp Terraform is an open-source infrastructure-as-code tool that enables teams to define, provision, and manage cloud infrastructure using a declarativ...

Composite
57.4
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 6.2 / 13
Governance 7.3 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
384
Grist screenshot
Grist Developing agent ready

Grist is a collaborative spreadsheet and relational database platform that combines the flexibility of spreadsheets with the power of a structured database. ...

Composite
57.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.3/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
385
Linkerd screenshot
Linkerd Developing agent aware

Service mesh without the mess. Linkerd adds security, observability, and reliability to any Kubernetes cluster without the complexity of bloat of other meshes.

Composite
57.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.3/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
386
Opik screenshot
Opik Developing agent aware

Opik is an open-source LLM evaluation, testing, and tracing platform developed by Comet ML that enables developers to debug, evaluate, and monitor LLM applic...

Composite
57.3
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.3/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
387
Packagist screenshot
Packagist Developing agent ready

Packagist is the default package repository for Composer, the PHP dependency manager. It indexes over 454,000 open-source PHP packages — versions, dependenci...

Composite
57.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.3/100 · developing
Contract Quality 17.2 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 13.2 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
388
BrewPage screenshot
BrewPage Developing agent ready

BrewPage is a free, no-registration instant hosting service for HTML pages, Markdown documents, AI-agent artifacts, files, and multi-file static sites. It al...

Composite
57.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
389
Insforge screenshot
Insforge Developing agent native

InsForge is an open-source (Apache-2.0), agent-native cloud infrastructure platform built so that AI coding agents can provision and operate an entire backen...

Composite
57.2
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality 12.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 13.4 / 15
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
390
Rancher screenshot
Rancher Developing agent ready

Rancher is an open source container management platform built by SUSE that provides a complete software stack for teams adopting containers. It simplifies Ku...

Composite
57.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
391
SPIRE screenshot
SPIRE Developing agent aware

SPIRE (SPIFFE Runtime Environment) is the reference implementation of the SPIFFE standard, providing a toolchain for establishing trust between software syst...

Composite
57.2
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality 17.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.2 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
392
Apache Knox screenshot
Apache Knox Developing agent ready

Apache Knox is a REST API and application gateway for the Apache Hadoop ecosystem. It provides a single access point for all REST and HTTP interactions with ...

Composite
57.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
393
Azure Container Registry screenshot
Azure Container Registry Developing agent ready

Azure Container Registry is a managed Docker registry service based on the open-source Docker Registry for storing and managing private container images and ...

Composite
57.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
394
BrowserStack screenshot
BrowserStack Developing agent ready

BrowserStack provides instant access to 3500+ real mobile devices and desktop browsers for testing web and mobile applications across different platforms and...

Composite
57.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 0.0 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
395
Insomnia screenshot
Insomnia Developing agent ready

Insomnia is an open-source, cross-platform API development platform by Kong for designing, debugging, and testing HTTP, REST, GraphQL, gRPC, SOAP, WebSockets...

Composite
57.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
396
Ninetailed screenshot
Ninetailed Developing agent aware

Ninetailed (now Contentful Personalization) is an API-first personalization and experimentation platform for content-rich applications. It provides a REST-ba...

Composite
57.1
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
397
Scale3 Developing agent ready

Scale3 Labs is a modern observability and infrastructure platform for Web3 and generative AI. Its Web3 products (Autopilot, Nodepilot and Blockchain Intellig...

Composite
57.1
Agent
55.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 56/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
398
Sophos screenshot
Sophos Developing agent ready

Sophos is a global cybersecurity leader delivering advanced endpoint protection, network security, cloud security, and SIEM integration through the Sophos Ce...

Composite
57.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
399
Ansible Automation Platform screenshot
Ansible Automation Platform Developing agent ready

Ansible Automation Platform (formerly Ansible Tower) provides a REST API for managing automation workflows, job templates, inventories, credentials, and proj...

Composite
57.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.0/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
400
Band AI screenshot
Band AI Developing agent native

Band (BAND AI) is enterprise-grade interaction infrastructure for distributed AI agents. Its platform provides a real-time collaboration and control plane th...

Composite
57.0
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.0/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
401
Xata screenshot
Xata Developing agent ready

Xata is a serverless Postgres platform designed for modern development and agentic workloads, offering instant database branching with copy-on-write storage ...

Composite
57.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 57.0/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
402
42Crunch screenshot
42Crunch Developing agent aware

42Crunch is a leading API security company that specializes in protecting and securing APIs. They provide innovative solutions that help organizations safegu...

Composite
56.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
403
Camtasia screenshot
Camtasia Developing agent ready

Camtasia is a screen recording and video editing software by TechSmith that allows users to create professional videos, tutorials, and presentations with bui...

Composite
56.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
404
Qubrid AI screenshot
Qubrid AI Developing agent ready

Qubrid AI is a cloud platform that provides GPU-accelerated infrastructure and AI services for enterprise developers. Their developer platform offers OpenAI-...

Composite
56.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality 18.5 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
405
Solaris Zones screenshot
Solaris Zones Developing agent ready

API for managing Solaris Zones (containers) and virtualization on Oracle Solaris systems.

Composite
56.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
406
Sonatype screenshot
Sonatype Developing agent ready

Sonatype provides software supply chain management solutions including Sonatype Lifecycle (IQ Server), Sonatype Repository Firewall, SBOM Manager, and Nexus ...

Composite
56.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality 15.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
407
VS Code Marketplace screenshot
VS Code Marketplace Developing agent aware

VS Code Marketplace is Microsoft's official extension marketplace for Visual Studio Code, offering thousands of extensions for languages, debuggers, themes, ...

Composite
56.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
408
APIGit screenshot
APIGit Developing agent ready

APIGit is a Git-native platform for full lifecycle API development that combines version control, API design, documentation generation, governance, testing, ...

Composite
56.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.8/100 · developing
Contract Quality 18.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
409
OpsLevel screenshot
OpsLevel Developing agent ready

OpsLevel is a prescriptive internal developer portal for cataloging, measuring, and scaffolding services according to engineering best practices.

Composite
56.8
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.8/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
410
SonarSource Developing agent native

SonarSource (Sonar) builds the industry-standard tooling for code quality and code security, trusted by large engineering organizations to keep code Clean. I...

Composite
56.8
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.8/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 6.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
411
Trivy screenshot
Trivy Developing agent ready

Trivy is a comprehensive and versatile open-source security scanner from Aqua Security that finds vulnerabilities, misconfigurations, secrets, and SBOM in co...

Composite
56.8
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.8/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
412
Ansible Playbooks screenshot
Ansible Playbooks Developing agent ready

A curated collection of APIs, tools, and platforms for managing and executing Ansible playbooks for IT automation, configuration management, and orchestratio...

Composite
56.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
413
Cloudflare R2 screenshot
Cloudflare R2 Developing agent ready

Cloudflare R2 is S3-compatible object storage with zero egress fees. It provides both an S3-compatible REST API and a Cloudflare API for managing buckets, ob...

Composite
56.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.7/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
414
Rook screenshot
Rook Developing agent ready

Rook is a CNCF graduated cloud-native storage orchestrator for Kubernetes, providing the platform, framework, and support for Ceph distributed storage system...

Composite
56.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.7/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
415
Scalar screenshot
Scalar Developing agent ready

Scalar is an open-source API platform built around the OpenAPI standard. It provides API documentation (API References), an offline-first API client, a centr...

Composite
56.7
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.7/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
416
Gitpod screenshot
Gitpod Developing agent ready

Gitpod is a cloud development environment platform that provides on-demand, ephemeral workspaces spun up from git repositories, enabling developers to write,...

Composite
56.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.6/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
417
Tower Developing agent native

Tower is a Python-native data flow orchestrator and fully-managed data backend for pipelines, agents, and data applications, pairing serverless (or self-host...

Composite
56.6
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.6/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
418
Apache BookKeeper screenshot
Apache BookKeeper Developing agent aware

Apache BookKeeper is a scalable, fault-tolerant, and low-latency storage service optimized for real-time workloads developed by the Apache Software Foundatio...

Composite
56.5
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
419
APIPark screenshot
APIPark Developing agent ready

APIPark is an open-source, cloud-native AI gateway and API developer portal that helps developers and enterprises manage, integrate, and deploy AI and API se...

Composite
56.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
420
Chaos Mesh screenshot
Chaos Mesh Developing agent ready

Chaos Mesh is a CNCF graduated cloud-native chaos engineering platform that orchestrates chaos experiments on Kubernetes to test system resilience and reliab...

Composite
56.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
421
NATS screenshot
NATS Developing agent ready

A high-performance, cloud-native messaging system for microservices, IoT, and edge computing. Provides pub-sub, request-reply, and queue-based messaging patt...

Composite
56.5
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
422
OpenZeppelin screenshot
OpenZeppelin Developing agent ready

OpenZeppelin is a Web3 security platform providing tools for secure smart contract development, deployment, monitoring, and automation. The platform includes...

Composite
56.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
423
Picsart Developing agent native

Picsart is a creative-technology company whose Picsart Enterprise / Creative APIs let developers add photo editing, video editing, and generative AI to their...

Composite
56.5
Agent
76.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 76/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
424
Sail Research Developing agent native

Sail Research provides infrastructure for long-horizon agents: cost-efficient inference for leading open-source models (GLM, DeepSeek, Kimi, Nemotron and oth...

Composite
56.5
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
425
H Company screenshot
H Company Developing agent native

H Company (hcompany.ai) is a Paris-based AI lab, backed by Accel and Creandum, that builds the Holo family of vision-language models and a Computer-Use Agent...

Composite
56.4
Agent
79.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.4/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 80/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
426
Litmus screenshot
Litmus Developing agent ready

Email testing and analytics platform that allows developers and marketers to preview, test, and analyze email campaigns across multiple email clients and dev...

Composite
56.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.4/100 · developing
Contract Quality 18.4 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
427
SmartBear screenshot
SmartBear Developing agent ready

SmartBear is a software company that provides AI-powered tools for API lifecycle management including design, testing, documentation, and governance. Their p...

Composite
56.4
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.4/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
428
Amnic screenshot
Amnic Developing agent ready

Amnic is a cloud cost observability platform providing real-time cost monitoring, anomaly detection, and optimization for cloud and Kubernetes environments. ...

Composite
56.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.3/100 · developing
Contract Quality 18.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
429
Ava Labs screenshot
Ava Labs Developing agent native

Ava Labs is the company behind Avalanche, a high-throughput, low-latency smart-contract blockchain platform. Through AvaCloud it ships a public developer sur...

Composite
56.3
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.3/100 · developing
Contract Quality 17.1 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
430
Tempo screenshot
Tempo Developing agent aware

Tempo is an open source, high-scale distributed tracing backend from Grafana Labs. Designed for cost-efficient, object storage-backed trace storage with mini...

Composite
56.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.3/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
431
Dapr screenshot
Dapr Developing agent aware

Dapr (Distributed Application Runtime) is a portable, event-driven runtime that makes it easy for developers to build resilient, stateless, and stateful appl...

Composite
56.2
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
432
RunPod screenshot
RunPod Developing agent ready

RunPod is a managed GPU cloud and serverless inference platform offering on-demand and persistent GPU Pods, autoscaling Serverless endpoints, network volumes...

Composite
56.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
433
Upbound screenshot
Upbound Developing agent ready

Upbound is a universal cloud platform built on Crossplane, providing managed control planes and a marketplace for cloud infrastructure APIs. The Upbound API ...

Composite
56.2
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
434
KEDA screenshot
KEDA Developing agent ready

KEDA (Kubernetes Event Driven Autoscaling) is a CNCF graduated application autoscaler that drives scaling of any container in Kubernetes based on the number ...

Composite
56.1
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.1/100 · developing
Contract Quality 21.0 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
435
PyPI screenshot
PyPI Developing agent ready

PyPI (Python Package Index) is the official third-party software repository for Python, serving as the central hub where developers publish and distribute Py...

Composite
56.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.1/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
436
WarpStream screenshot
WarpStream Developing agent ready

WarpStream is a diskless, Apache Kafka-compatible data streaming platform built directly on top of cloud object storage such as S3, GCP, and Azure. It elimin...

Composite
56.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.1/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
437
Authlete screenshot
Authlete Developing agent native

Authlete is an API-first OAuth 2.0 and OpenID Connect backend service that provides a headless authorization-server engine. It handles the OAuth/OIDC protoco...

Composite
56.0
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.0/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
438
Bucket screenshot
Bucket Developing agent native

Bucket (rebranded to Reflag in 2026, reflag.com) is a TypeScript-first feature management platform built for B2B SaaS teams. It provides feature flags with s...

Composite
56.0
Agent
61.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.0/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 62/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
439
Heroic Labs screenshot
Heroic Labs Developing agent native

Heroic Labs builds the composable game technology stack behind online, social, and multiplayer games. Its flagship product Nakama is the leading open-source ...

Composite
56.0
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.0/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
440
Hex screenshot
Hex Developing agent native

Hex is an AI-powered analytics platform that combines agentic notebooks, interactive data apps, and conversational self-serve analytics so teams can go from ...

Composite
56.0
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.0/100 · developing
Contract Quality 12.5 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
441
Istio screenshot
Istio Developing agent ready

Istio is an open-source service mesh platform that provides a comprehensive solution for managing, securing, and monitoring microservices in a distributed sy...

Composite
56.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.0/100 · developing
Contract Quality 18.4 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
442
The Token Company Developing agent ready

The Token Company builds LLM input-compression middleware. A single API call runs a prompt, a full chat conversation, or web-search results through their bea...

Composite
56.0
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 56.0/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
443
CubeFS screenshot
CubeFS Developing agent ready

CubeFS is a CNCF graduated cloud-native distributed file system supporting POSIX, HDFS, and S3-compatible object storage protocols. It provides multi-tenancy...

Composite
55.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
444
Everbridge screenshot
Everbridge Developing agent ready

Everbridge is a global software company that provides enterprise software applications that automate and accelerate organizations' operational response to cr...

Composite
55.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
445
Spinnaker screenshot
Spinnaker Developing agent ready

Spinnaker is an open source multi-cloud continuous delivery platform for releasing software changes with high velocity and confidence. Originally developed a...

Composite
55.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 7.5 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
446
Unleash screenshot
Unleash Developing agent ready

Unleash is the open-source feature management platform enabling progressive delivery, A/B testing, and canary releases through feature flags (feature toggles...

Composite
55.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.5 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
447
Ansible Roles screenshot
Ansible Roles Developing agent ready

A curated collection of APIs and resources for discovering, managing, and consuming Ansible roles — the primary unit of reusable automation content in the An...

Composite
55.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
448
Horizon Blockchain Games screenshot
Horizon Blockchain Games Developing agent native

Horizon Blockchain Games is the web3 gaming studio and infrastructure company behind Skyweaver and the Sequence platform (sequence.xyz / 0xsequence) — a modu...

Composite
55.8
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 8.1 / 15
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
449
Kubernetes Services screenshot
Kubernetes Services Developing agent ready

Kubernetes Services provide an abstract way to expose an application running on a set of Pods as a network service. They provide stable networking endpoints ...

Composite
55.8
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality 20.8 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 5.5 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
450
Kubeshop screenshot
Kubeshop Developing agent native

Kubeshop is the company behind Testkube, an open-core, Kubernetes-native test orchestration platform. Testkube runs agents inside Kubernetes clusters under a...

Composite
55.8
Agent
81.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
451
Relay App screenshot
Relay App Developing agent ready

Relay.app is an AI-powered workflow automation platform that converts plain language into reliable visual workflows across 200+ app integrations. It supports...

Composite
55.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality 19.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
452
Agent Diff screenshot
Agent Diff Developing agent ready

Agent Diff creates isolated, ephemeral replicas of third-party APIs (Slack, Linear, GitHub). Agents interact with these sandboxes to produce deterministic st...

Composite
55.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
453
PlayCanvas Developing agent native

PlayCanvas is an open-source WebGL/WebGPU 3D engine and cloud platform for building games, product configurators, and interactive 3D experiences that run in ...

Composite
55.7
Agent
61.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 62/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
454
Sentio Developing agent native

Sentio is a developer-first, AI-powered Web3 data and observability platform for building, monitoring, and debugging on-chain applications. It provides index...

Composite
55.7
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality 14.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
455
Service Fabric screenshot
Service Fabric Developing agent ready

Azure Service Fabric is an open-source distributed systems platform for packaging, deploying, and managing scalable and reliable microservices and containers...

Composite
55.7
Agent
45.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 45/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
456
Sorry screenshot
Sorry Developing agent aware

Sorry™ (SorryApp) is a status page platform that enables teams to communicate planned and unplanned service interruptions to their customers. The Sorry REST ...

Composite
55.6
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
457
Speko Developing agent native

Speko is a voice-AI gateway - "one API for the whole voice stack." It continuously benchmarks speech-to-text, LLM, and text-to-speech providers and routes ev...

Composite
55.6
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
458
VMware Tanzu screenshot
VMware Tanzu Developing agent ready

VMware Tanzu (now part of Broadcom) is a portfolio of products for modernizing applications and infrastructure with a common approach to building, running, a...

Composite
55.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
459
Amazon App Studio screenshot
Amazon App Studio Developing agent native

Amazon App Studio is a generative AI-powered low-code application builder that enables business users to create internal applications without requiring exten...

Composite
55.5
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.5/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
460
GlitchTip screenshot
GlitchTip Developing agent ready

GlitchTip is an open-source error tracking and performance monitoring platform compatible with Sentry SDKs. It provides a REST API for managing errors, issue...

Composite
55.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.5/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
461
Replicas Developing agent native

Replicas (tryreplicas.com), a Y Combinator (Spring 2026) company, runs end-to-end background coding agents in isolated cloud sandboxes. Teams delegate engine...

Composite
55.5
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.5/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
462
Secure Code Warrior screenshot
Secure Code Warrior Developing agent ready

Secure Code Warrior is a developer-first security platform that provides security training, coaching, and assessments to help developers write secure code fr...

Composite
55.5
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.5/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
463
Akri screenshot
Akri Developing agent ready

Akri is a CNCF Sandbox project that exposes heterogeneous leaf devices (such as IP cameras and USB devices) as resources in a Kubernetes cluster. It enables ...

Composite
55.4
Agent
45.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.4/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 45/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
464
Evermuse screenshot
Evermuse Developing agent native

Evermuse is an AI advisor for product teams that turns every customer signal — sales and success calls, support conversations, meeting notes, emails, surveys...

Composite
55.4
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.4/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
465
gRPC screenshot
gRPC Developing agent aware

gRPC is a high-performance, open-source universal RPC framework that uses HTTP/2 for transport, Protocol Buffers as the interface description language, and p...

Composite
55.4
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.4/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 30/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
466
Knak screenshot
Knak Developing agent native

Knak is a no-code email and landing page creation platform built for enterprise marketing teams. Marketers design on-brand, responsive emails and landing pag...

Composite
55.4
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.4/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
467
ProjectDiscovery Developing agent ready

ProjectDiscovery builds the open-source security toolchain trusted across offensive security and attack-surface management -- Nuclei, Subfinder, httpx, Katan...

Composite
55.4
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.4/100 · developing
Contract Quality 13.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
468
APIIDA screenshot
APIIDA Developing agent ready

APIIDA provides market-leading solutions for multi-vendor, cross-platform federated API management. The APIIDA API Control Plane enables enterprises to disco...

Composite
55.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 19.0 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
469
Cloudflare AI Gateway screenshot
Cloudflare AI Gateway Developing agent ready

Cloudflare AI Gateway is a managed LLM proxy that sits in front of 23+ AI providers (OpenAI, Anthropic, Google AI Studio, Google Vertex AI, Amazon Bedrock, A...

Composite
55.3
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 17.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
470
Codesphere screenshot
Codesphere Developing agent native

Codesphere is a European-built sovereign cloud platform that lets organizations deploy and operate applications across on-premises, hybrid, and public-cloud ...

Composite
55.3
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 13.0 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
471
Context.dev screenshot
Context.dev Developing agent native

Context.dev is the unified web-context API for software and AI agents — one API that turns any domain or URL into structured, typed JSON. It covers brand int...

Composite
55.3
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
472
Plerion Developing agent ready

Plerion is an AI-powered cloud security platform that gives teams unified visibility and automated remediation across cloud, code, and AI. It covers Cloud Se...

Composite
55.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
473
Release Developing agent native

Release is a developer-tools platform that provisions on-demand, full-stack ephemeral environments inside your own AWS or GCP cloud accounts. Positioned as a...

Composite
55.3
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
474
Scorecard Developing agent native

Scorecard is a simulation and evaluation platform for building, testing, and deploying frontier AI agents. Teams run their agents through thousands of realis...

Composite
55.3
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
475
Tines screenshot
Tines Developing agent ready

Tines is a no-code intelligent workflow automation platform built for security teams. Its REST API provides programmatic access to manage stories (workflows)...

Composite
55.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality 17.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
476
Ando screenshot
Ando Developing agent native

Ando is a messaging platform built from the ground up for teams that work alongside AI agents, positioned as a rearchitected alternative to Slack for human-a...

Composite
55.2
Agent
83.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.2/100 · developing
Contract Quality 17.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 84/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
477
Axiom screenshot
Axiom Developing agent native

Axiom is a serverless log management and analytics platform that provides real-time insights into structured and unstructured data with fast querying capabil...

Composite
55.2
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.2/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 4.1 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
478
Azure Container Instances screenshot
Azure Container Instances Developing agent ready

Azure Container Instances (ACI) is the fastest and simplest way to run containers in Azure without having to manage virtual machines or adopt a higher-level ...

Composite
55.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
479
Etcd screenshot
Etcd Developing agent ready

etcd is a CNCF graduated distributed, reliable key-value store used as the backing store for all Kubernetes cluster data. It provides strong consistency guar...

Composite
55.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
480
Restack screenshot
Restack Developing agent ready

Restack is an enterprise AI agent platform and backend framework for building accurate, reliable, and scalable AI products. It provides durable workflow orch...

Composite
55.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality 18.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
481
Secureworks screenshot
Secureworks Developing agent ready

Secureworks is a cybersecurity company that provides the Taegis XDR (Extended Detection and Response) platform, offering threat detection, investigation, and...

Composite
55.1
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
482
Verifiable Developing agent native

Verifiable is an API-first provider network management and credentialing platform for healthcare. Its RESTful API lets health plans, credentialing vendors, a...

Composite
55.1
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 7.5 / 10
Regulatory · Health 11.7 / 15
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
483
Amazon App Runner screenshot
Amazon App Runner Developing agent ready

AWS App Runner is a fully managed container application service that lets you build, deploy, and run containerized web applications and API services without ...

Composite
55.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.0/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 2.1 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
484
Portkey screenshot
Portkey Developing agent ready

Portkey equips AI teams with everything they need to go to production - Gateway, Observability, Guardrails, Governance, and Prompt Management, all in one pla...

Composite
55.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.0/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 10.3 / 13
Governance 0.0 / 12
Discoverability 5.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
485
Socket Developing agent native

Socket is a developer-first software supply chain security platform that protects applications from supply chain attacks by deeply inspecting open source dep...

Composite
55.0
Agent
84.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.0/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 85/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
486
Traefik Labs screenshot
Traefik Labs Developing agent aware

Traefik Labs builds cloud-native traffic and API infrastructure - the open-source Traefik Proxy (an ingress controller, reverse proxy, and load balancer for ...

Composite
55.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 55.0/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
487
Cilium screenshot
Cilium Developing agent aware

Cilium is an open source, cloud native solution for providing, securing, and observing network connectivity between workloads, fueled by the revolutionary ke...

Composite
54.9
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.9/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
488
Emissary-Ingress screenshot
Emissary-Ingress Developing agent aware

Emissary-Ingress is a CNCF incubating Kubernetes-native API gateway built on the Envoy proxy. It provides ingress control, load balancing, authentication, ra...

Composite
54.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.9/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
489
Coda screenshot
Coda Developing agent ready

Coda is an all-in-one doc platform combining documents, spreadsheets, and apps. The Coda API exposes docs, pages, tables, rows, columns, controls, formulas, ...

Composite
54.8
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality 17.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
490
Cribl screenshot
Cribl Developing agent ready

Cribl is an observability pipeline company providing a suite of products for collecting, processing, routing, searching, and storing telemetry data at scale....

Composite
54.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
491
RightNow AI Developing agent aware

RightNow AI (RunInfra) turns plain-English descriptions of an inference workload into production, OpenAI-compatible AI endpoints. The platform selects open-s...

Composite
54.8
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
492
Catchpoint screenshot
Catchpoint Developing agent ready

Catchpoint is a leading Internet Performance Monitoring (IPM) company. Its platform combines the largest independent global observability network (thousands ...

Composite
54.7
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
493
Corridor screenshot
Corridor Developing agent native

Corridor is a security company building the security layer for AI coding. Founded by Jack Cable (former CISA) and backed by Felicis, Corridor secures AI-gene...

Composite
54.7
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
494
Diligent screenshot
Diligent Developing agent native

Diligent (Diligent AI, godiligent.ai) builds autonomous AI agents for financial-crime compliance, automating the reasoning-heavy KYC/AML workflows that banks...

Composite
54.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
495
Google AppSheet screenshot
Google AppSheet Developing agent ready

The Google AppSheet API enables programmatic access to AppSheet applications, allowing developers to add, update, delete, and find records in AppSheet tables...

Composite
54.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
496
ilert screenshot
ilert Developing agent ready

ilert is an AI-first incident management and on-call alerting platform that helps IT and DevOps teams manage alert sources, on-call schedules, escalation pol...

Composite
54.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
497
Osmosis Developing agent native

Osmosis (Gulp AI Inc.) is a forward-deployed reinforcement-learning platform for post-training large language models. Teams implement an AgentWorkflow and a ...

Composite
54.7
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
498
Parsec Developing agent native

Parsec is a high-performance, low-latency remote desktop and interactive video streaming product, now a Unity company, used to access graphics-intensive and ...

Composite
54.7
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
499
Spike.sh screenshot
Spike.sh Developing agent ready

Spike.sh is an incident management and on-call platform that helps engineering teams detect, respond to, and resolve incidents faster. It provides a REST API...

Composite
54.7
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
500
Stoplight screenshot
Stoplight Developing human only

Stoplight is a collaborative, design-first API platform providing a visual editor for OpenAPI specifications, interactive hosted documentation, automatic moc...

Composite
54.7
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 3.8 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 8.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
501
Zeplin screenshot
Zeplin Developing agent ready

Zeplin is a design-to-development handoff platform that bridges the gap between designers and developers by providing a structured workspace for accessing de...

Composite
54.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.5 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
502
Falco screenshot
Falco Developing agent aware

Falco is a cloud-native runtime security tool that detects unexpected application behavior and alerts on threats at runtime using eBPF. It is a CNCF graduate...

Composite
54.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
503
Google Anthos screenshot
Google Anthos Developing agent ready

Google Anthos is a managed application platform that extends Google Cloud services and engineering practices to hybrid and multi-cloud environments. Built on...

Composite
54.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
504
Panther Developing agent native

Panther is a cloud-native, code-driven detection and response platform and AI-powered SOC that ingests and normalizes security logs at petabyte scale into a ...

Composite
54.6
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
505
Reload Developing agent native

Reload is "team chat for AI agents" — a workspace where every teammate's AI agents (Claude Code, Cursor, Codex, Devin, and any MCP-speaking agent) meet, work...

Composite
54.6
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 15.3 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
506
Starlink Developing agent native

Starlink is the low-Earth-orbit satellite internet constellation operated by SpaceX from Hawthorne, California, delivering broadband and non-terrestrial conn...

Composite
54.6
Agent
84.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality 14.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 85/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
507
Apache JMeter screenshot
Apache JMeter Developing agent aware

Apache JMeter is an open-source Java application designed for load testing functional behavior and measuring performance. It supports web applications, REST ...

Composite
54.5
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
508
Delinea screenshot
Delinea Developing agent ready

Delinea is a privileged access management (PAM) platform providing REST APIs for Secret Server, DevOps Secrets Vault, Privilege Manager, and Cloud Suite. It ...

Composite
54.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
509
Moondream Developing agent native

Moondream is a fast, efficient open vision language model (VLM) from M87 Labs. The Moondream Cloud API turns images into structured output through five Skill...

Composite
54.5
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
510
Apinizer screenshot
Apinizer Developing agent ready

Apinizer is an API management platform that provides API gateway, API portal, API testing, monitoring, and security capabilities. It enables organizations to...

Composite
54.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
511
GitBook screenshot
GitBook Developing agent ready

GitBook is a platform that allows users to create, publish, and share online books and documentation. It provides a simple and user-friendly interface for wr...

Composite
54.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality 21.0 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 7.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
512
Lucent screenshot
Lucent Developing agent native

Lucent is an AI product manager for session replay: it watches user session recordings continuously and automatically detects bugs and UX issues, surfacing t...

Composite
54.4
Agent
83.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 84/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
513
Sail Developing agent native

Sail Research provides cloud infrastructure for running long-horizon AI agents efficiently. Its inference platform serves leading open-source models (GLM, Ki...

Composite
54.4
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
514
Weave Net screenshot
Weave Net Developing agent aware

Weave Net is an open source container networking plugin that creates a virtual network connecting Docker containers and Kubernetes pods across multiple hosts...

Composite
54.4
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 0.9 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
515
Weblate screenshot
Weblate Developing agent ready

Weblate is an open-source web-based localization platform that provides a comprehensive REST API for managing translation projects, components, strings, and ...

Composite
54.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
516
Gameye screenshot
Gameye Developing agent native

Gameye is a managed game server orchestration platform for multiplayer game studios, founded in 2017 in Rotterdam (Gameye B.V.). It runs dedicated, container...

Composite
54.3
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.3/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
517
InfluxData screenshot
InfluxData Developing agent native

InfluxData is the company behind InfluxDB, the leading open source time series database purpose-built for real-time analytics, monitoring, IoT and sensor dat...

Composite
54.3
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.3/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
518
Prefect screenshot
Prefect Developing agent ready

Prefect is a Python-native workflow orchestration tool for building, scheduling, and monitoring data pipelines with fault tolerance. Prefect provides a hybri...

Composite
54.3
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.3/100 · developing
Contract Quality 11.9 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 10.3 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
519
Coder screenshot
Coder Developing agent ready

Coder is a self-hosted and cloud platform for remote cloud development environments (CDEs) and AI coding agents, where workspaces are defined using Terraform...

Composite
54.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.2/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
520
Process Street Developing agent native

Process Street is a no-code workflow and process management platform for building, running, and automating recurring team processes as workflows (reusable te...

Composite
54.2
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.2/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
521
Screenleap Inc Developing agent native

Screenleap is a Y Combinator-backed company whose API lets developers add live screen sharing, video conferencing, audio conferencing and chat to their own w...

Composite
54.2
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.2/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
522
Timoni screenshot
Timoni Developing agent ready

Timoni is a package manager for Kubernetes powered by CUE that provides a type-safe alternative to Helm charts. It enables software vendors to define complex...

Composite
54.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.2/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
523
Argo screenshot
Argo Developing agent ready

Argo is a collection of open-source Kubernetes-native tools for workflows, events, CI/CD, and progressive delivery. The project includes Argo Workflows (cont...

Composite
54.1
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.1/100 · developing
Contract Quality 18.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
524
Elastic screenshot
Elastic Developing agent ready

Elastic is a software company that builds search-powered solutions for observability, security, and search use cases. The Elastic Stack (Elasticsearch, Kiban...

Composite
54.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.1/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
525
Merit Systems Developing agent native

Merit Systems builds the infrastructure for open agentic commerce — the discovery and payment rails that let AI agents find and pay for the APIs, data, and s...

Composite
54.1
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.1/100 · developing
Contract Quality 13.4 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 10.1 / 15
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
526
Amazon Web Services (AWS) screenshot
Amazon Web Services (AWS) Developing agent ready

Amazon Web Services is a comprehensive collection of cloud computing services and APIs provided by Amazon, offering infrastructure as a service, platform as ...

Composite
54.0
Agent
45.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 45/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
527
Bazel screenshot
Bazel Developing agent aware

Bazel is a fast, scalable, multi-language and extensible build tool open-sourced by Google. It supports software projects of any size across Java, C++, Go, P...

Composite
54.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
528
Kestra screenshot
Kestra Developing agent ready

Kestra is a declarative workflow orchestration platform where pipelines are defined in YAML, combining visual and code-first approaches.

Composite
54.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
529
Mercado Pago screenshot
Mercado Pago Developing agent ready

Mercado Pago is the payments and financial-services arm of Mercado Libre, Latin America's largest e-commerce and fintech platform. Founded in 2003, it proces...

Composite
54.0
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 9.3 / 10
Regulatory · Payments 8.8 / 15
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
530
SPIFFE screenshot
SPIFFE Developing agent aware

Secure Production Identity Framework for Everyone (SPIFFE) is a set of open-source standards for securely identifying software systems in dynamic and heterog...

Composite
54.0
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.2 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
531
Vast.ai screenshot
Vast.ai Developing agent ready

Vast.ai is a decentralized GPU marketplace that matches buyers with 40+ datacenters and individual hosts renting out NVIDIA GPUs at market prices. It exposes...

Composite
54.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
532
Amazon Batch screenshot
Amazon Batch Developing agent ready

AWS Batch enables developers, scientists, and engineers to easily and efficiently run hundreds of thousands of batch computing jobs on AWS. AWS Batch dynamic...

Composite
53.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 2.1 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
533
Imperva screenshot
Imperva Developing agent ready

Imperva (a Thales company) is a cybersecurity company providing cloud-based and on-premises application security, data security, and network security solutio...

Composite
53.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
534
Stack Overflow screenshot
Stack Overflow Developing agent ready

Stack Overflow is the world's largest question-and-answer community for developers, with over 23 million questions on programming, software development, and ...

Composite
53.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
535
Tracebit Developing agent ready

Tracebit is a security-canary (deception) platform backed by Accel. It deploys realistic decoy credentials, secrets, and identities — canaries — across AWS, ...

Composite
53.9
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
536
Akamai API Security screenshot
Akamai API Security Developing agent aware

Akamai API Security (formerly Noname Security) provides comprehensive API discovery, posture management, and threat protection for organizations across cloud...

Composite
53.8
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 6.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
537
At-Bay screenshot
At-Bay Developing agent ready

At-Bay is an InsurSec company that combines cyber insurance with proactive security monitoring for businesses. Headquartered in New York with offices in San ...

Composite
53.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Regulatory · Insurance 5.6 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
538
Bitski Developing agent native

Bitski is a Web3 wallet-as-a-service (WaaS) and NFT infrastructure provider that lets developers embed secure, hardware-backed crypto wallets and onboarding ...

Composite
53.8
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 15.0 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 11.4 / 15
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
539
Densify screenshot
Densify Developing agent ready

Densify (now Kubex) provides a machine learning powered cloud and container optimization platform that continuously right-sizes resources to reduce cost and ...

Composite
53.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 4.8 / 13
Governance 1.6 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
540
Ketryx screenshot
Ketryx Developing agent ready

Ketryx is an AI-native application lifecycle management (ALM) and compliance platform for regulated medical-device and life-sciences software teams. It integ...

Composite
53.8
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Health 9.8 / 15
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
541
Kuma screenshot
Kuma Developing agent ready

Kuma is a platform-agnostic open-source service mesh built on top of Envoy proxy. It provides universal connectivity, security, and observability for service...

Composite
53.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
542
Rely.io screenshot
Rely.io Developing agent ready

Rely.io is an internal developer portal that aggregates engineering data, provides software catalogs with blueprints and entities, engineering scorecards, se...

Composite
53.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
543
Upwind Security Developing agent native

Upwind is a cloud security (CNAPP) platform that pairs cloud security posture with eBPF-based runtime protection across AWS, Azure, Google Cloud, and Oracle ...

Composite
53.8
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
544
Veracode screenshot
Veracode Developing agent ready

Veracode is an application security testing (AST) platform offering static analysis (SAST), dynamic analysis (DAST), software composition analysis (SCA), man...

Composite
53.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
545
AgentMail screenshot
AgentMail Developing agent native

AgentMail is an API-first email platform that gives AI agents their own email inboxes to autonomously send, receive, reply to, and act on email. Unlike tradi...

Composite
53.7
Agent
83.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.7/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 84/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
546
Cloudflare D1 screenshot
Cloudflare D1 Developing agent ready

Cloudflare D1 is a managed, serverless SQLite database service with a REST API for querying D1 databases, executing SQL statements, listing databases, and ma...

Composite
53.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.7/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 8.9 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
547
Datadog APM screenshot
Datadog APM Developing agent aware

Datadog APM provides end-to-end distributed tracing, continuous profiling, and real-time performance monitoring for applications and microservices. It automa...

Composite
53.7
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
548
Oxen Developing agent native

Oxen.ai is a blazing-fast data version control system and AI platform for teams building with their own data. Its open-source Rust core (liboxen) versions, b...

Composite
53.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.7/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
549
Root (fka Slim.ai) Developing agent native

Root (formerly Slim.ai) is a container and dependency security company backed by Insight Partners. Its "secure supply" platform delivers end-to-end, autonomo...

Composite
53.7
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.7/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
550
DataStax screenshot
DataStax Developing agent native

DataStax is the company behind Astra DB, a serverless, multi-cloud database and vector-search platform built on Apache Cassandra, along with Langflow, RAGSta...

Composite
53.6
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.6/100 · developing
Contract Quality 14.9 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
551
Graphy screenshot
Graphy Developing agent native

Graphy is an AI-powered data visualization platform that turns raw data into presentation-ready charts and interactive data stories. Alongside its no-code ch...

Composite
53.6
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.6/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
552
Prometheus screenshot
Prometheus Developing agent native

An open-source systems monitoring and alerting toolkit originally built at SoundCloud. Prometheus collects and stores metrics as time series data and provide...

Composite
53.6
Agent
73.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.6/100 · developing
Contract Quality 19.1 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 5.5 / 13
Governance 4.1 / 12
Discoverability 8.8 / 10
Agent readiness — 73/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
553
Uptrace screenshot
Uptrace Developing agent ready

Uptrace is an open source APM and distributed tracing platform powered by OpenTelemetry for monitoring application traces, metrics, and logs. The Uptrace API...

Composite
53.6
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.6/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
554
AskUI screenshot
AskUI Developing agent native

AskUI is a German (Karlsruhe-based) company building agentic test automation and computer-use agents for any interface. Its vision agents observe the screen,...

Composite
53.5
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.5/100 · developing
Contract Quality 12.6 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
555
Jinba screenshot
Jinba Developing agent native

Jinba is an enterprise-grade platform for building, running, and deploying AI-powered workflows and agents using natural language. Business teams describe a ...

Composite
53.5
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.5/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
556
Subversion screenshot
Subversion Developing agent ready

Apache Subversion (SVN) is a centralized version control system that tracks changes to files and directories over time. It supports atomic commits, directory...

Composite
53.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.5/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
557
Grafana screenshot
Grafana Developing agent aware

Grafana Labs builds the open and composable observability stack used by millions of engineers to visualize, query, alert on, and explore their metrics, logs,...

Composite
53.4
Agent
33.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
558
Pixee Developing agent aware

Pixee is an agentic security engineering (AppSec) platform — "your automated product security engineer." It ingests findings from SAST, SCA, and IaC scanners...

Composite
53.4
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
559
Squillo screenshot
Squillo Developing agent ready

Squillo is a Software as a Utility (SaaU) platform that enables integration and automation of entire IT systems and human processes in minutes, not months. I...

Composite
53.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
560
Zenodo screenshot
Zenodo Developing agent ready

Zenodo is a free, open research data repository operated by CERN and co-developed under the European OpenAIRE program. It enables researchers to deposit, sha...

Composite
53.4
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Regulatory · Government & Public Sector 5.6 / 15
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
561
Fleet screenshot
Fleet Developing agent ready

Fleet is an open-source device management platform built on osquery. It provides cross-platform MDM, endpoint telemetry, vulnerability and patch management, ...

Composite
53.3
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · developing
Contract Quality 11.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
562
Inth screenshot
Inth Developing agent ready

Inth is a San Francisco, Y Combinator-backed company building enterprise privacy governance for teams that ship fast, making consent programmable, observable...

Composite
53.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
563
wasmCloud screenshot
wasmCloud Developing human only

wasmCloud is a CNCF incubating platform for building, managing, and scaling distributed applications using WebAssembly components. It provides a runtime that...

Composite
53.3
Agent
12.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 13/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
564
BentoML screenshot
BentoML Developing agent ready

BentoML is an open-source unified inference platform for building, packaging, and deploying machine learning models as scalable REST API services. Developers...

Composite
53.2
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.2/100 · developing
Contract Quality 12.3 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
565
Qwiet Ai Developing agent ready

Qwiet AI (by Harness, formerly ShiftLeft) is an application security testing platform that unifies SAST, SCA, secrets, IaC, and container scanning with AI-as...

Composite
53.2
Agent
56.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.2/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
566
Stack Exchange screenshot
Stack Exchange Developing agent ready

Stack Exchange is a network of question-and-answer websites on topics in diverse fields, each site covering a specific topic, where questions, answers, and u...

Composite
53.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.2/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
567
Akka screenshot
Akka Developing agent aware

Akka is a toolkit and runtime for building highly concurrent, distributed, and resilient message-driven applications on the JVM using the actor model for Jav...

Composite
53.1
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.1/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
568
Amazon VPC Lattice screenshot
Amazon VPC Lattice Developing agent aware

Amazon VPC Lattice is an application networking service that consistently connects, monitors, and secures communications between your services, helping you t...

Composite
53.1
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.1/100 · developing
Contract Quality 11.5 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 16.3 / 20
Operational Transparency 6.8 / 13
Governance 4.7 / 12
Discoverability 8.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
569
Log10 screenshot
Log10 Developing agent ready

Log10 is an LLMOps platform that provides REST API and SDK capabilities for capturing, logging, and managing LLM completions across major providers such as O...

Composite
53.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.1/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
570
Testmail screenshot
Testmail Developing agent ready

Testmail is an email testing API platform for developers and QA teams that provides programmable inboxes with unlimited email addresses via a namespace.tag r...

Composite
53.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.1/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
571
Delphix screenshot
Delphix Developing agent native

Delphix, now part of Perforce Software, is a DevOps data platform for test data management, data virtualization, and data compliance. Its core products are C...

Composite
53.0
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.0/100 · developing
Contract Quality 11.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
572
Formant screenshot
Formant Developing agent aware

Formant is a San Francisco–based robotics and physical-operations cloud platform that lets companies operate fleets of robots and advanced connected devices....

Composite
53.0
Agent
41.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.0/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 41/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
573
Kyverno screenshot
Kyverno Developing agent aware

Kyverno is a Kubernetes native policy management engine for security, automation, and governance. It uses Kubernetes admission controllers to validate, mutat...

Composite
53.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.0/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
574
Mailosaur screenshot
Mailosaur Developing agent ready

Mailosaur is an email and SMS testing platform for developers and QA teams. It provides a REST API for creating test inboxes, capturing and retrieving messag...

Composite
53.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 53.0/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
575
AgentGateway screenshot
AgentGateway Developing agent aware

AgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic to and from AI agents, LLM providers, and MCP serve...

Composite
52.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
576
Apache Dubbo screenshot
Apache Dubbo Developing agent aware

Apache Dubbo is a high-performance, Java-based open-source RPC framework that provides service discovery, traffic management, and observability capabilities ...

Composite
52.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
577
Apache OpenWhisk screenshot
Apache OpenWhisk Developing agent ready

Apache OpenWhisk is an open-source serverless cloud platform that executes functions in response to events at any scale. It supports multiple programming lan...

Composite
52.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 17.2 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
578
Helm screenshot
Helm Developing agent aware

Package manager for Kubernetes that helps you define, install, and upgrade complex Kubernetes applications using charts. Helm uses a packaging format called ...

Composite
52.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
579
LevelBlue screenshot
LevelBlue Developing agent ready

LevelBlue is a pure-play managed security service provider (MSSP), formed from AT&T Cybersecurity and the AlienVault platform it acquired, delivering managed...

Composite
52.9
Agent
51.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
580
Qovery screenshot
Qovery Developing agent ready

Qovery is an internal developer platform that simplifies cloud deployment and infrastructure management, enabling developers to self-serve environments on AW...

Composite
52.9
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
581
SOFY Developing agent ready

SOFY is an AI-powered software testing platform that autonomously writes, executes, and maintains no-code tests across mobile, web, API, and enterprise appli...

Composite
52.9
Agent
56.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 57/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
582
Consul Connect screenshot
Consul Connect Developing agent ready

Consul Connect is the service mesh subsystem of HashiCorp Consul. Connect provides service identity, mTLS, traffic authorization via intentions, and L7 traff...

Composite
52.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
583
Emerge Tools screenshot
Emerge Tools Developing agent ready

Emerge Tools is a mobile developer-tools platform used by teams at DoorDash, Square, and Duolingo to ship faster, smaller, better-performing iOS and Android ...

Composite
52.8
Agent
47.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
584
Nevercode Developing agent native

Codemagic (built by Nevercode, founded in Estonia) is a continuous integration and delivery (CI/CD) platform purpose-built for mobile app teams. It automates...

Composite
52.8
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality 13.4 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
585
Seldon screenshot
Seldon Developing agent ready

Seldon is a Kubernetes-native MLOps platform that enables enterprises to deploy, monitor, manage, and explain machine learning models at scale. The platform ...

Composite
52.8
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
586
Envoy screenshot
Envoy Developing agent ready

Envoy is a high-performance, open-source edge and service proxy designed for cloud-native applications and microservice architectures. It provides advanced l...

Composite
52.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
587
Lightup screenshot
Lightup Developing agent ready

Lightup Data, Inc. is an enterprise data quality and data observability platform that lets data teams detect, diagnose, and resolve data issues across cloud ...

Composite
52.7
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality 9.1 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
588
Val Town screenshot
Val Town Developing agent ready

Val Town is a social coding platform where JavaScript and TypeScript programs called "vals" run instantly as HTTP endpoints, scheduled cron jobs, or email ha...

Composite
52.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
589
HashiCorp Vault screenshot
HashiCorp Vault Developing agent ready

HashiCorp Vault is a secrets management tool that provides secure storage, access control, and distribution of tokens, passwords, certificates, and encryptio...

Composite
52.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.6/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
590
Nagios screenshot
Nagios Developing agent aware

Nagios is a family of open-source and commercial IT infrastructure monitoring tools, including Nagios Core (the original open-source monitoring engine), Nagi...

Composite
52.6
Agent
41.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.6/100 · developing
Contract Quality 17.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 41/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
591
Termius Developing agent native

Termius is a modern, cross-platform SSH client for DevOps professionals, network engineers, and infrastructure teams, available on Windows, macOS, Linux, iOS...

Composite
52.6
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.6/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
592
Galileo Technologies screenshot
Galileo Technologies Developing agent native

Galileo (Galileo Technologies Inc., formerly Rungalileo) is an AI observability and evaluation platform for teams building generative-AI applications and age...

Composite
52.5
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
593
Gitar screenshot
Gitar Developing agent native

Gitar is an AI code review platform that goes beyond commenting on pull and merge requests — it automatically fixes broken builds, failing tests, linting err...

Composite
52.5
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
594
Patch screenshot
Patch Developing agent ready

Patch is an API-first climate platform that helps companies procure carbon credits and removals, run climate strategy programs, and embed climate action into...

Composite
52.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 20.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
595
Sonarly Developing agent native

Sonarly is an AI production-reliability platform (Y Combinator W2026, Paris) that turns noisy production alerts into clear, deduplicated bug reports and ship...

Composite
52.5
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 11.1 / 20
Operational Transparency 4.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
596
Stella Connect (Medallia Agent Connect) Developing agent native

Stella Connect, built by StellaService and acquired by Medallia in 2020, is now Medallia Agent Connect — a customer service team platform that pairs real-tim...

Composite
52.5
Agent
76.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 12.6 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 76/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
597
Ternary screenshot
Ternary Developing agent ready

Ternary is a multi-cloud FinOps platform providing cost visibility, anomaly detection, commitment management, forecasting, and Kubernetes cost allocation for...

Composite
52.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
598
Test Cases screenshot
Test Cases Developing agent ready

Structured scenarios that verify software functionality by defining inputs, execution conditions, and expected results to ensure quality and correctness. Tes...

Composite
52.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
599
Test-Driven Development screenshot
Test-Driven Development Developing agent ready

A software development approach where tests are written before the actual code, following a red-green-refactor cycle to ensure code quality and maintainabili...

Composite
52.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
600
Apache EventMesh screenshot
Apache EventMesh Developing agent aware

Apache EventMesh is a dynamic event-driven application runtime used to decouple the application and backend middleware layer, providing a serverless platform...

Composite
52.4
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
601
Appsmith screenshot
Appsmith Developing agent ready

Appsmith is an open source low-code platform for building internal tools and workflow applications.

Composite
52.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
602
Catchpoint Systems screenshot
Catchpoint Systems Developing agent native

Catchpoint Systems is an Internet Performance Monitoring (IPM) platform that helps enterprises observe the performance, reachability, and reliability of appl...

Composite
52.4
Agent
81.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 82/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
603
Kongregate screenshot
Kongregate Developing agent native

Kongregate is a browser-game platform and publisher that hosts thousands of free online games across action, puzzle, RPG, strategy, idle and multiplayer genr...

Composite
52.4
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
604
Quadratic Developing agent ready

Quadratic is an AI-native infinite spreadsheet that combines Python, SQL, JavaScript, formulas, and AI agents on a single canvas, with live connections to da...

Composite
52.4
Agent
47.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
605
ZippyKid Developing agent native

ZippyKid is the company behind Pressable, a managed WordPress hosting platform now operated as an Automattic brand and built on Automattic's WP Cloud infrast...

Composite
52.4
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
606
Apache Geode screenshot
Apache Geode Developing agent aware

Apache Geode is an in-memory data management platform that provides real-time, consistent access to data-intensive applications throughout widely distributed...

Composite
52.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
607
Apache HttpComponents screenshot
Apache HttpComponents Developing agent aware

Apache HttpComponents is a set of Java HTTP components, including a feature-rich HTTP client (HttpClient 5.x) and HTTP server components. It provides connect...

Composite
52.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
608
B3 screenshot
B3 Developing agent native

B3 is an onchain economy platform founded by former Coinbase leaders, operating an EVM-equivalent Layer-3 gaming and payments chain settling to Base. B3 ship...

Composite
52.3
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 8.1 / 15
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
609
Microsoft Bicep screenshot
Microsoft Bicep Developing agent ready

Microsoft Bicep is a domain-specific language (DSL) that uses declarative syntax to deploy Azure resources. It provides a transparent abstraction over ARM te...

Composite
52.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
610
Qwilt Developing agent native

Qwilt operates a global content delivery network built on the Open Edge Cloud — a true edge cloud with thousands of deeply embedded caching nodes inside serv...

Composite
52.3
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
611
StepZen Developing agent ready

StepZen (now IBM API Connect Essentials) is a GraphQL-as-a-Service platform that enables developers to build, deploy, and manage GraphQL APIs by connecting t...

Composite
52.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
612
Vert.x screenshot
Vert.x Developing human only

Eclipse Vert.x is a toolkit for building reactive applications on the JVM, providing support for multiple languages including Java, JavaScript, Groovy, Ruby,...

Composite
52.3
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
613
Waniwani Developing agent aware

Waniwani is an AI distribution platform: it helps companies build, deploy, and optimize AI apps — lightweight services built on the Model Context Protocol (M...

Composite
52.3
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality 0.0 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Insurance 15.0 / 15
Agent readiness — 30/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
614
Akamai screenshot
Akamai Developing agent ready

Akamai is a global content delivery network (CDN), cloud services, and cybersecurity company that helps organizations deliver fast, reliable, and secure digi...

Composite
52.2
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 15.0 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.5 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
615
Anomaly Detection screenshot
Anomaly Detection Developing agent ready

A curated collection of APIs, tools, and platforms for detecting anomalies in data streams, time series, and multivariate metrics. Covers cloud ML services, ...

Composite
52.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
616
Conductor screenshot
Conductor Developing agent aware

Conductor allows you to build a complex application using simple and granular tasks that do not need to be aware of or keep track of the state of your applic...

Composite
52.2
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 20.6 / 25
Developer Ergonomics 0.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
617
Eraser screenshot
Eraser Developing agent ready

Eraser is an AI-powered diagramming and technical documentation platform designed for engineering teams. It provides a REST API for generating diagrams from ...

Composite
52.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
618
HeyForm screenshot
HeyForm Developing agent ready

HeyForm is an open-source conversational form builder that enables anyone to create engaging forms, surveys, quizzes, and polls without coding. It provides a...

Composite
52.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
619
Knostic screenshot
Knostic Developing agent native

Knostic secures the AI agent supply chain inside the enterprise. Its platform discovers shadow AI, coding assistants, MCP servers and IDE extensions in use a...

Composite
52.2
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
620
Microsoft .NET screenshot
Microsoft .NET Developing agent ready

Microsoft .NET is a free, cross-platform, open source developer platform for building many different types of applications. The .NET APIs and developer tools...

Composite
52.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
621
QuanTemplate Developing agent ready

Quantemplate is a data integration and management platform for the insurance industry. It automatically translates, validates, and enriches business-critical...

Composite
52.2
Agent
56.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Insurance 8.1 / 15
Agent readiness — 57/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
622
Weka Developing agent ready

WEKA (WekaIO, Inc.) builds NeuralMesh, a software-defined, high-performance data platform for AI, machine learning, and HPC workloads. Its container-native s...

Composite
52.2
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
623
Zoho Creator screenshot
Zoho Creator Developing agent ready

Zoho Creator is a low-code application development platform with a REST API for managing forms, records, reports, workflows, and custom application data. The...

Composite
52.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
624
ETSI Developing agent native

ETSI, the European Telecommunications Standards Institute, is a not-for-profit standards development organisation headquartered in Sophia Antipolis, France, ...

Composite
52.1
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.1/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
625
Restate screenshot
Restate Developing agent ready

Restate is a low-latency durable execution engine for building resilient applications that tolerate all infrastructure faults. It provides durable execution ...

Composite
52.1
Agent
45.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 45/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
626
SafeLine screenshot
SafeLine Developing agent ready

SafeLine is an open-source self-hosted Web Application Firewall (WAF) and reverse proxy developed by Chaitin Technology that protects web applications and AP...

Composite
52.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.1/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
627
ZeroSettle Developing agent aware

ZeroSettle is a Y Combinator-backed subscription revenue platform that lets iOS, Android, Flutter, and React Native app developers offer direct web billing a...

Composite
52.1
Agent
35.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 8.1 / 15
Agent readiness — 36/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
628
Apptainer screenshot
Apptainer Developing agent ready

Apptainer, formerly Singularity, is a Linux Foundation project providing a high-performance container runtime optimized for high-performance computing and sc...

Composite
52.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.0/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
629
Border0 screenshot
Border0 Developing agent native

Border0 is an identity-aware Zero Trust network access platform for securing access to infrastructure — SSH and RDP servers, PostgreSQL/MySQL/MSSQL/MongoDB/E...

Composite
52.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 52.0/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
630
Apache Helix screenshot
Apache Helix Developing agent aware

Apache Helix is a generic cluster management framework for partitioned and replicated distributed resources. It automates partition management, replication, ...

Composite
51.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
631
Balena screenshot
Balena Developing agent ready

Balena is a complete platform for building, deploying, and managing fleets of connected Linux devices. The platform combines balenaOS, balenaEngine, balenaCl...

Composite
51.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
632
Stoplight Elements screenshot
Stoplight Elements Developing agent aware

Stoplight Elements is an open-source API documentation component library for rendering OpenAPI specifications interactively. It provides embeddable React and...

Composite
51.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
633
Zipkin screenshot
Zipkin Developing agent aware

Zipkin is an open source distributed tracing system for gathering timing data to troubleshoot latency problems in microservice architectures. It was original...

Composite
51.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
634
Shuffle screenshot
Shuffle Developing agent ready

Shuffle is an open source security automation platform (SOAR) built for and by security professionals. The platform enables security teams to orchestrate wor...

Composite
51.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.8/100 · developing
Contract Quality 18.8 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
635
Tableaux De Bord screenshot
Tableaux De Bord Developing agent ready

Tableaux de Bord (French for "dashboards") is an API industry topic covering dashboard and data visualization APIs. The landscape includes open-source platfo...

Composite
51.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.8/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
636
Drone screenshot
Drone Developing agent ready

Drone is an open-source, container-native continuous integration and continuous delivery platform that automates software build, testing, and deployment pipe...

Composite
51.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
637
Grafana Tempo screenshot
Grafana Tempo Developing agent aware

Grafana Tempo is an open-source, high-scale distributed tracing backend that requires only object storage to operate, making it cost-effective and easy to ru...

Composite
51.7
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality 13.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
638
GraphQL Hive screenshot
GraphQL Hive Developing agent aware

GraphQL Hive is an open-source GraphQL schema registry and observability platform developed by The Guild. It provides a REST and GraphQL API for schema publi...

Composite
51.7
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
639
Mend Developing agent native

Mend.io (formerly WhiteSource) is a unified application security and AI security platform that helps engineering and security teams find and automatically re...

Composite
51.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
640
Parea AI screenshot
Parea AI Developing agent ready

Parea AI is an LLM evaluation, testing, and observability platform designed for AI engineering teams building production-ready LLM applications. The platform...

Composite
51.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
641
Requesty screenshot
Requesty Developing agent ready

Requesty is an LLM routing and gateway platform that exposes a single OpenAI-compatible API across 300+ models from providers like OpenAI, Anthropic, DeepSee...

Composite
51.7
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
642
Capy screenshot
Capy Developing agent native

Capy is an AI software-engineering platform that orchestrates a fleet of cloud coding agents inside the apps a team already uses (Slack, Linear, GitHub). Eac...

Composite
51.6
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.6/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 1.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
643
Jenkins screenshot
Jenkins Developing agent native

Jenkins is the leading open source automation server that enables developers to reliably build, test, and deploy software. Jenkins exposes a machine-consumab...

Composite
51.6
Agent
66.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.6/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 66/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
644
Microsoft Power Apps screenshot
Microsoft Power Apps Developing agent native

Microsoft Power Apps is a suite of apps, services, and connectors, as well as a data platform, that provides a rapid development environment to build custom ...

Composite
51.6
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.6/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
645
NinjaOne Developing agent native

NinjaOne is a unified IT operations and endpoint management platform for enterprise IT teams and managed service providers (MSPs), combining remote monitorin...

Composite
51.6
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.6/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
646
Ostium Labs Developing agent aware

Ostium is a decentralized perpetual-futures exchange that lets traders access global real-world-asset markets — stocks, ETFs, commodities, indices, forex and...

Composite
51.6
Agent
43.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.6/100 · developing
Contract Quality 7.0 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Securities & Market Data 11.7 / 15
Agent readiness — 43/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
647
Vector screenshot
Vector Developing agent aware

Vector is an open source high-performance observability data pipeline from Datadog for collecting, transforming, and routing logs, metrics, and traces. Built...

Composite
51.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.6/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
648
Azure Service Fabric screenshot
Azure Service Fabric Developing agent ready

Azure Service Fabric REST API provides management of microservices clusters, applications, and services. It supports creating and scaling clusters, deploying...

Composite
51.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
649
Codag screenshot
Codag Developing agent native

Codag is a Y Combinator (Summer 2026) developer-tools company building drop-in log compression for AI agents. It takes oversized infrastructure logs — from K...

Composite
51.5
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality 11.0 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
650
Interfaze screenshot
Interfaze Developing agent native

Interfaze is a Y Combinator (P26) startup building a new model architecture for deterministic developer tasks. Interfaze-beta is a multimodal, OpenAI-compati...

Composite
51.5
Agent
76.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 76/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
651
Software AG screenshot
Software AG Developing agent ready

Software AG provides enterprise integration and API management through webMethods, a platform for connecting applications, processes, and people across hybri...

Composite
51.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
652
Sourcebot Developing agent ready

Sourcebot is a self-hosted code understanding platform built by Taqla Inc. that helps developers and AI agents search, navigate, and understand large enterpr...

Composite
51.5
Agent
51.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
653
Amazon App Mesh screenshot
Amazon App Mesh Developing agent ready

AWS App Mesh is a service mesh that provides application-level networking to make it easy for your services to communicate with each other across multiple ty...

Composite
51.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
654
Budibase screenshot
Budibase Developing agent ready

Budibase is an open source low-code platform for building AI agents, internal tools, and workflow automations. It enables teams to connect databases, spreads...

Composite
51.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 18.4 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
655
ElectricSQL screenshot
ElectricSQL Developing agent aware

ElectricSQL (Electric) is a local-first sync engine for Postgres that streams live database changes to embedded clients in browsers, apps, and AI agents via ...

Composite
51.4
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
656
Klaus screenshot
Klaus Developing agent native

Klaus is an AI-powered conversation review and quality assurance (QA) platform for customer support teams, founded in Tallinn, Estonia in 2019 and acquired b...

Composite
51.4
Agent
70.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 70/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
657
Make screenshot
Make Developing agent ready

Make (formerly Integromat) is a visual scenario-based automation builder with advanced data transformation and routing logic.

Composite
51.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
658
Ninox Developing agent native

Ninox is an AI-native low-code database and application platform that lets business teams build custom apps, databases, and workflows without traditional cod...

Composite
51.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 13.6 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
659
Onecli Developing agent native

OneCLI is an open-source credential gateway and identity layer for AI agents. Agents connect to Gmail, GitHub, Slack, AWS, Jira and 50+ other services throug...

Composite
51.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
660
Posit Developing agent native

Posit, PBC (formerly RStudio) builds open-source and enterprise software for data science teams working in R and Python. Its professional products — Posit Wo...

Composite
51.3
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.3/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
661
Prophecy.io Developing agent ready

Prophecy is an AI-native, low-code data engineering and analytics platform for building, running, and managing data pipelines across SQL and Apache Spark env...

Composite
51.3
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.3/100 · developing
Contract Quality 11.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
662
Spring Framework screenshot
Spring Framework Developing agent aware

The Spring Framework provides a comprehensive programming and configuration model for modern Java-based enterprise applications on any kind of deployment pla...

Composite
51.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.3/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
663
Clawvisor screenshot
Clawvisor Developing agent native

Clawvisor is the authorization layer for AI agents — a Y Combinator (Spring 2026) security gateway that sits between an AI agent and the tools it acts on (Gm...

Composite
51.2
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
664
JetBrains screenshot
JetBrains Developing agent ready

JetBrains is a software development company that provides integrated development environments, CI/CD tools, issue tracking, and team collaboration platforms ...

Composite
51.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
665
Porter screenshot
Porter Developing agent ready

A package manager for Kubernetes that uses Cloud Native Application Bundles (CNAB) to package and deploy applications along with their dependencies and confi...

Composite
51.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
666
ProcessMaker screenshot
ProcessMaker Developing agent ready

ProcessMaker is an intelligent BPM and workflow automation platform that provides a REST API for designing processes, managing cases, handling tasks, and int...

Composite
51.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
667
Pruna AI Developing agent native

Pruna AI builds Performance Models (P-Series) — optimized image and video generation models engineered to be faster, cheaper, and smaller than standard alter...

Composite
51.2
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
668
Check Technologies screenshot
Check Technologies Developing agent aware

Check Technologies (Check) is a Stripe-incubated embedded-payroll infrastructure company whose API lets vertical SaaS, HR, and time-tracking platforms embed ...

Composite
51.1
Agent
43.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.1/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Payments 11.7 / 15
Agent readiness — 43/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
669
Edge Delta screenshot
Edge Delta Developing agent native

Edge Delta is an AI-powered observability platform that pairs enterprise-grade telemetry pipelines with agentic AI Teammates for SRE, security, and DevOps te...

Composite
51.1
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.1/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
670
Seltz Developing agent aware

Seltz is a San Francisco-based AI infrastructure company building the web retrieval and knowledge layer for the agentic internet. Its Web Knowledge API gives...

Composite
51.1
Agent
37.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.1/100 · developing
Contract Quality 13.1 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 38/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
671
Agnost AI screenshot
Agnost AI Developing agent ready

Agnost AI is a production monitoring and product-analytics platform for teams building chat and voice AI agents. It continuously reads production agent conve...

Composite
51.0
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
672
Axiom Controller screenshot
Axiom Controller Developing agent native

Axiom is a cloud-native observability platform providing APIs for ingesting, querying, and managing telemetry data including logs, traces, and metrics with s...

Composite
51.0
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 10.0 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
673
Eon screenshot
Eon Developing agent native

Eon is a next-generation cloud backup and data-protection platform that turns cloud backups into live, searchable, strategic assets across AWS, Google Cloud,...

Composite
51.0
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
674
OpsMill Developing agent native

OpsMill is the company behind Infrahub, an open-source, graph-based infrastructure data management platform that unifies a source of truth for network, data ...

Composite
51.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 12.0 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
675
Scalability Testing screenshot
Scalability Testing Developing agent ready

A collection of tools, frameworks, APIs, and datasets for performing scalability and load testing of web services, APIs, and distributed systems. Scalability...

Composite
51.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
676
Traceable screenshot
Traceable Developing agent ready

Traceable is an API security and observability platform that provides API discovery, threat detection, and protection across the full application lifecycle. ...

Composite
51.0
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
677
Vineyard screenshot
Vineyard Developing agent aware

Vineyard (v6d) is an in-memory immutable data manager developed under CNCF TAG-Storage. It provides efficient zero-copy data sharing across distributed syste...

Composite
51.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
678
Capy Inc. screenshot
Capy Inc. Developing agent ready

Capy Inc. operates Lemin Captcha, a gamified bot-prevention and CAPTCHA service that replaces traditional image-selection challenges with playful, brandable ...

Composite
50.9
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 13.2 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
679
Confident Cannabis screenshot
Confident Cannabis Developing agent ready

Confident Cannabis (CC Software LLC, operating as Confident LIMS) is a cloud-based Laboratory Information Management System for analytical testing labs and t...

Composite
50.9
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Health 9.8 / 15
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
680
LogicGate screenshot
LogicGate Developing agent native

LogicGate is the maker of Risk Cloud, a no-code governance, risk, and compliance (GRC) platform that lets teams design, automate, and connect their risk and ...

Composite
50.9
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
681
Spring Framework screenshot
Spring Framework Developing agent ready

Spring is the leading open-source application framework for Java. The Spring ecosystem provides a comprehensive programming and configuration model for moder...

Composite
50.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality 18.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 5.5 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
682
Stream screenshot
Stream Developing agent ready

Stream provides realtime APIs for chat messaging, video and audio (calls and rooms), activity feeds and moderation. Hosted on a global edge network with nati...

Composite
50.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 5.5 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
683
Swagger Codegen screenshot
Swagger Codegen Developing agent aware

Swagger Codegen is an open-source template-driven code generation tool that automatically generates client libraries, server stubs, and API documentation fro...

Composite
50.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
684
Jotform screenshot
Jotform Developing agent ready

Jotform is an online form builder with strong workflow, payments and data collection capabilities. The Jotform API exposes forms, submissions, reports, folde...

Composite
50.8
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 4.1 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
685
Openwork Developing agent native

OpenWork is an open-source, enterprise-ready alternative to Claude Cowork — a desktop application and agent runtime, built as a GUI for OpenCode, that lets p...

Composite
50.8
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
686
Signadot Developing agent ready

Signadot is a Kubernetes-native platform for validating microservices and AI-generated code changes against real dependencies before merge. Its core is envir...

Composite
50.8
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
687
Tesser Developing agent native

Tesser is a New York-based stablecoin payments infrastructure company that lets licensed financial institutions, banks, fintechs, and payment service provide...

Composite
50.8
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Banking & Open Finance 8.1 / 15
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
688
WireMock screenshot
WireMock Developing agent aware

WireMock is an open source tool for mocking HTTP services and APIs. It enables developers to build stable, predictable development environments by creating m...

Composite
50.8
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
689
CloudEvents screenshot
CloudEvents Developing agent aware

CloudEvents is a CNCF graduated specification for describing event data in a common way. It provides a consistent format for event metadata across services, ...

Composite
50.7
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.7/100 · developing
Contract Quality 18.8 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 5.5 / 13
Governance 6.3 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
690
tessl.io Developing agent native

Tessl is an agent-enablement platform for spec-driven and agentic software development. It provides a registry of versioned "tiles"/plugins (10,000+ library ...

Composite
50.7
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.7/100 · developing
Contract Quality 11.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
691
Test Scripts screenshot
Test Scripts Developing agent ready

Automated scripts used to verify software functionality, validate code behavior, and ensure quality through repeatable testing procedures. Test scripts encod...

Composite
50.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
692
Test Suites screenshot
Test Suites Developing agent ready

A collection of organized test cases designed to validate specific functionality or features of software applications and APIs. Test suites group related tes...

Composite
50.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
693
University of Canterbury screenshot
University of Canterbury Developing agent ready

University of Canterbury (Te Whare Wananga o Waitaha) is a public research university in Christchurch, New Zealand, ranked #261 in the QS World University Ra...

Composite
50.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.7/100 · developing
Contract Quality 19.1 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Regulatory · Government & Public Sector 8.8 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
694
Bluejay screenshot
Bluejay Developing agent native

Bluejay is the testing, monitoring, and improvement layer for conversational AI agents. Enterprises, startups, and developers use Bluejay to evaluate voice a...

Composite
50.6
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
695
Cloudflare KV screenshot
Cloudflare KV Developing agent aware

Cloudflare Workers KV is a globally distributed key-value store that allows developers to store and retrieve data at low latency from Cloudflare's edge netwo...

Composite
50.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
696
Containerd screenshot
Containerd Developing agent aware

An industry-standard container runtime with an emphasis on simplicity, robustness and portability.

Composite
50.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
697
Featherless AI screenshot
Featherless AI Developing agent ready

Featherless AI is a serverless LLM inference platform that serves thousands of open-weight models from the Hugging Face catalog behind a single OpenAI-compat...

Composite
50.6
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
698
Keywords AI screenshot
Keywords AI Developing agent ready

Keywords AI is an LLM observability and gateway platform. It exposes an OpenAI-compatible proxy (chat completions across 250+ models) plus REST APIs for requ...

Composite
50.6
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
699
Nscale Developing agent ready

Nscale is an AI/GPU cloud that pairs serverless, OpenAI-compatible inference with on-demand GPU compute. The Serverless Inference API serves open models (Lla...

Composite
50.6
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 18.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
700
Prior Labs Developing agent native

Prior Labs builds TabPFN, a tabular foundation model that delivers strong predictions on structured/tabular data in seconds — no dataset-specific training, t...

Composite
50.6
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
701
Qwiet Developing agent native

Qwiet AI (formerly ShiftLeft, now part of Harness) is an application security testing platform delivering SAST, SCA, IaC, container, and secrets scanning in ...

Composite
50.6
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
702
SnapAPI screenshot
SnapAPI Developing agent ready

REST API for website screenshots, metadata extraction, text extraction, and PDF generation. Powered by headless Chromium. Free tier with 50 requests/month, n...

Composite
50.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.5/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
703
Spring Cloud Gateway screenshot
Spring Cloud Gateway Developing agent aware

Spring Cloud Gateway provides an intelligent, programmable router built on Spring WebFlux that serves as the entry point to microservice architectures. It of...

Composite
50.5
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.5/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
704
API-Fiddle screenshot
API-Fiddle Developing agent ready

API-Fiddle is an interactive, collaborative API design platform for creating professional APIs based on OpenAPI. It provides first-class support for OpenAPI ...

Composite
50.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
705
Application Research screenshot
Application Research Developing agent ready

Application Research is a topic collection focused on specifications for declaring application service integration dependencies. It covers five specification...

Composite
50.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality 19.4 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
706
Constellation Space screenshot
Constellation Space Developing agent native

Constellation Space Corp (ConstellationOS) is the ML-native operations platform for satellite fleets, founded in 2025 in Seattle and backed by Y Combinator. ...

Composite
50.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
707
Deeptrace screenshot
Deeptrace Developing agent ready

Deeptrace is an AI SRE (site reliability engineering) agent that automatically investigates and root-causes production alerts by reasoning across logs, trace...

Composite
50.4
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
708
Pixie screenshot
Pixie Developing agent ready

Pixie is a Kubernetes observability platform that uses eBPF to automatically collect telemetry data including full-body application requests, resource and ne...

Composite
50.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality 17.5 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
709
Test Rate Limit Check screenshot
Test Rate Limit Check Developing agent ready

Testing and validation of API rate limiting implementations to ensure that APIs correctly enforce request quotas, return appropriate error responses, and rec...

Composite
50.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
710
CodeProject screenshot
CodeProject Developing agent ready

CodeProject is a long-running online community for software developers founded in 1999, hosting hundreds of thousands of developer-contributed articles, tuto...

Composite
50.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 4.1 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
711
Inception Labs screenshot
Inception Labs Developing agent native

Inception Labs builds Mercury, the first family of commercial-scale diffusion large language models (dLLMs) that generate tokens in parallel for 5-10x faster...

Composite
50.3
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
712
SHOPLINE Developing agent aware

SHOPLINE is an all-in-one commerce platform that lets merchants sell across online stores, social channels, and offline point-of-sale, serving businesses fro...

Composite
50.3
Agent
15.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 11.4 / 15
Agent readiness — 15/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
713
Testerarmy Developing agent native

TesterArmy is an AI-powered QA testing platform (Y Combinator, batch P26) whose browser and mobile agents test web and mobile apps like a real user - navigat...

Composite
50.3
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
714
Chutes screenshot
Chutes Developing agent ready

Chutes is a permissionless, serverless AI compute platform that lets developers deploy and run any model as an autoscaling "chute" on decentralized GPU capac...

Composite
50.2
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.2/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
715
Keboola screenshot
Keboola Developing agent ready

Keboola is a data operations platform providing a comprehensive REST API for managing data pipelines, storage buckets, transformations, configurations, orche...

Composite
50.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.2/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
716
Scalable Systems screenshot
Scalable Systems Developing agent ready

A topic collection focused on APIs, tools, and platforms for designing and operating scalable distributed systems. Covers load balancing, auto-scaling, servi...

Composite
50.2
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.2/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
717
Larridin screenshot
Larridin Developing agent native

Larridin is an enterprise AI intelligence platform that measures whether an organization's investment in AI is actually paying off across both its human and ...

Composite
50.1
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
718
NodePing screenshot
NodePing Developing agent ready

NodePing provides uptime monitoring for websites and services with flat-rate plans that include unlimited international SMS notifications and unlimited users...

Composite
50.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
719
Relace Developing agent native

Relace builds purpose-built AI models and infrastructure for coding agents. Its hosted API exposes fast, specialized models — Instant Apply (relace-apply-3) ...

Composite
50.1
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
720
Stainless screenshot
Stainless Developing agent ready

Stainless is an API developer experience platform that generates best-in-class SDKs, interactive documentation, production-ready CLI tools, MCP servers, and ...

Composite
50.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
721
Volcano screenshot
Volcano Developing agent aware

Volcano is a CNCF incubating batch processing and high-performance computing (HPC) scheduler for Kubernetes. It provides advanced scheduling capabilities inc...

Composite
50.1
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
722
Binarly screenshot
Binarly Developing agent ready

Binarly is a firmware and software supply-chain security company whose Binarly Transparency Platform performs binary-native analysis of compiled software, fi...

Composite
50.0
Agent
46.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.0/100 · developing
Contract Quality 12.5 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
723
HTTPie screenshot
HTTPie Developing agent aware

HTTPie is a user-friendly command-line and web-based HTTP client designed for testing, debugging, and interacting with APIs and HTTP services. It provides ex...

Composite
50.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 50.0/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
724
Docker Hub screenshot
Docker Hub Developing agent ready

Docker Hub is the world's largest container image registry, providing a cloud-based service for finding, storing, sharing, and managing container images. It ...

Composite
49.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality 13.6 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
725
Greptile screenshot
Greptile Developing agent ready

Greptile builds an AI layer that understands entire codebases. Its public REST API indexes Git repositories into a graph plus embeddings, then answers natura...

Composite
49.9
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
726
Lunar Energy screenshot
Lunar Energy Developing agent ready

Lunar Energy is a Mountain View, California-based residential clean-energy company founded in August 2020 by former Tesla Energy executive Kunal Girotra. The...

Composite
49.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
727
Smol Machines Developing agent native

Smol Machines (smol machines, inc.) is a Y Combinator-backed developer infrastructure company building portable, self-contained Linux microVMs. Its open-sour...

Composite
49.9
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality 10.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
728
Tidelift Developing agent native

Tidelift provides open-source software supply-chain management for enterprises. Its platform combines package intelligence (maintenance, quality, end-of-life...

Composite
49.9
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
729
Baseten screenshot
Baseten Developing agent ready

Baseten is a production inference platform for deploying and serving custom and pre-trained ML models. Offers a Model APIs catalog with OpenAI-compatible end...

Composite
49.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
730
Better Stack screenshot
Better Stack Developing agent ready

Better Stack is a comprehensive infrastructure monitoring and observability platform combining uptime monitoring, log management, incident management, status...

Composite
49.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
731
Dagger screenshot
Dagger Developing agent ready

Dagger is an open-source programmable CI/CD engine that runs pipelines in containers using a unified, introspectable GraphQL API. Pipelines are written as co...

Composite
49.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 1.6 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
732
KubeVirt screenshot
KubeVirt Developing agent aware

KubeVirt is a CNCF incubating project that extends Kubernetes to run traditional virtual machines alongside containers. It allows users to create, manage, an...

Composite
49.8
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
733
Open Liberty screenshot
Open Liberty Developing agent ready

Open Liberty is a lightweight, open source Java application server from IBM for building cloud-native microservices and applications with full support for Ja...

Composite
49.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
734
Architecture Pattern screenshot
Architecture Pattern Developing agent aware

Architecture Patterns provide reusable solutions to commonly occurring software and system design problems. They offer proven templates for organizing code, ...

Composite
49.7
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
735
Beamable screenshot
Beamable Developing agent ready

Beamable is a cloud backend platform purpose-built for games and interactive applications, providing REST APIs and SDK integrations for Unity, Unreal, and we...

Composite
49.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
736
crates.io screenshot
crates.io Developing agent aware

crates.io is the official package registry for the Rust programming language, operated by the crates.io team under the Rust Foundation with infrastructure su...

Composite
49.7
Agent
41.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 6.2 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 41/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
737
Highrise screenshot
Highrise Developing agent native

Highrise is a mobile-first virtual world by Pocket Worlds Inc where users create avatars, hang out in social rooms, design and trade fashion items, and build...

Composite
49.7
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
738
Scalable Services screenshot
Scalable Services Developing agent ready

A curated topic collection covering APIs, patterns, tools, and best practices for designing and operating scalable services. This includes cloud-native micro...

Composite
49.7
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
739
Voltus Developing agent native

Voltus is a United States virtual power plant (VPP) operator and distributed energy resource (DER) technology platform, headquartered in San Francisco, Calif...

Composite
49.7
Agent
73.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 73/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
740
Zudoku screenshot
Zudoku Developing agent ready

Zudoku is an open-source, developer-first platform for creating clean, consistent API documentation built on a modern stack including React, TypeScript, and ...

Composite
49.7
Agent
51.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
741
Netcracker Developing agent native

Netcracker Technology is a Waltham, Massachusetts-based BSS/OSS and digital business software vendor and a wholly owned subsidiary of NEC Corporation. It sel...

Composite
49.6
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.6/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
742
Strimzi screenshot
Strimzi Developing agent aware

Strimzi is a CNCF project providing a Kubernetes-native operator for running Apache Kafka on Kubernetes and OpenShift. It simplifies the deployment, manageme...

Composite
49.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.6/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
743
TiKV screenshot
TiKV Developing agent aware

TiKV is a CNCF-graduated distributed transactional key-value database built in Rust with Raft consensus. Originally created to complement TiDB, it provides h...

Composite
49.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.6/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
744
Allianz Future Cloud Platform screenshot
Allianz Future Cloud Platform Developing agent ready

The Allianz Future Cloud Platform is an internal developer platform powering cloud-native insurance microservices at Allianz. Built on Kubernetes and AWS, it...

Composite
49.5
Agent
45.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.5/100 · developing
Contract Quality 20.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 0.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Regulatory · Insurance 10.8 / 15
Agent readiness — 45/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
745
Elasticsearch screenshot
Elasticsearch Developing agent ready

Elasticsearch is a distributed, RESTful search and analytics engine capable of addressing a growing number of use cases. As the heart of the Elastic Stack, i...

Composite
49.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.5/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
746
Memfault screenshot
Memfault Developing agent ready

Memfault is a device observability and reliability platform for connected products built on MCUs, embedded Linux, and Android. The Memfault Cloud ingests dev...

Composite
49.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.5/100 · developing
Contract Quality 12.1 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
747
StackRox screenshot
StackRox Developing agent ready

StackRox is the open source upstream project for Red Hat Advanced Cluster Security for Kubernetes. It provides risk analysis, visibility, runtime alerts, and...

Composite
49.5
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.5/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
748
Apache Pulsar screenshot
Apache Pulsar Developing agent aware

Apache Pulsar is a cloud-native, distributed messaging and streaming platform that provides server-to-server messaging with multi-tenancy, high performance, ...

Composite
49.4
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 9.5 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
749
HTTP Toolkit screenshot
HTTP Toolkit Developing agent ready

HTTP Toolkit is a beautiful, cross-platform, and open-source tool for debugging, testing, and building with HTTP(S) on Windows, Linux, and Mac. It provides a...

Composite
49.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
750
Quadrillion Developing agent native

Quadrillion Labs builds Qualia, an AI coding agent for researchers that runs hundreds of agents in parallel to compress weeks of research into hours. Qualia ...

Composite
49.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality 11.4 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
751
Samsung screenshot
Samsung Developing agent ready

Samsung Electronics is a global technology leader offering developer platforms for building applications and services across mobile devices, IoT, smart home,...

Composite
49.4
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
752
SolarEdge screenshot
SolarEdge Developing agent ready

SolarEdge Technologies provides a cloud-based Monitoring API that enables web services and third-party applications to access real-time and historical solar ...

Composite
49.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality 17.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
753
Alpic screenshot
Alpic Developing agent ready

Alpic is the MCP-native cloud platform for building, deploying, monitoring, and distributing Model Context Protocol (MCP) servers and ChatGPT Apps. Its stack...

Composite
49.3
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
754
Exoscale screenshot
Exoscale Developing agent aware

Exoscale is a Swiss cloud infrastructure provider offering secure, reliable, and scalable cloud solutions to businesses of all sizes. Their services include ...

Composite
49.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 12.0 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
755
KrakenD screenshot
KrakenD Developing agent ready

KrakenD is a stateless, distributed, high-performance open-source API gateway written in Go, focused on API aggregation, transformation, and security with a ...

Composite
49.3
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 6.3 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
756
Recursal AI, Inc. Developing agent native

Recursal AI, Inc. operates Featherless AI, a serverless AI inference platform that provides unified, OpenAI-compatible API access to tens of thousands of ope...

Composite
49.3
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
757
Rundeck screenshot
Rundeck Developing agent aware

Rundeck is an open source runbook automation service with a web console, command line tools, and a REST WebAPI. It enables IT teams to easily run automation ...

Composite
49.3
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
758
Solo.io screenshot
Solo.io Developing human only

Solo.io provides enterprise infrastructure for cloud-native and AI-native environments, including API gateways, service mesh, and agentic AI infrastructure b...

Composite
49.3
Agent
13.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 7.1 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.2 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 14/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
759
Spectro Cloud Developing agent native

Spectro Cloud provides Palette, an enterprise platform for managing the full lifecycle of Kubernetes clusters and cloud-native and AI infrastructure across d...

Composite
49.3
Agent
76.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 76/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
760
Coinbase Global screenshot
Coinbase Global Developing agent ready

Coinbase Global, Inc. is a publicly traded cryptocurrency platform that operates a retail exchange, an institutional trading and custody business (Coinbase P...

Composite
49.2
Agent
47.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Securities & Market Data 8.5 / 15
Agent readiness — 47/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
761
Loughborough University screenshot
Loughborough University Developing agent ready

Loughborough University is a public research university in Leicestershire, United Kingdom, ranked #224 in the QS World University Rankings 2025. It is well k...

Composite
49.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality 18.6 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
762
Microsoft Power Platform screenshot
Microsoft Power Platform Developing agent ready

Microsoft Power Platform is a suite of low-code development tools including Power Apps, Power Automate, Power BI, and Power Virtual Agents. It provides APIs ...

Composite
49.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
763
Pulumi screenshot
Pulumi Developing agent ready

Pulumi is a modern infrastructure as code platform that allows you to use familiar programming languages to build, deploy, and manage cloud infrastructure. T...

Composite
49.2
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality 11.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Regulatory · Insurance 8.5 / 15
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
764
Quarkus screenshot
Quarkus Developing agent ready

Quarkus is a Kubernetes-native Java framework tailored for GraalVM and OpenJDK HotSpot, designed to build cloud-native microservices and serverless applicati...

Composite
49.2
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
765
ngrok AI Gateway screenshot
ngrok AI Gateway Developing agent ready

ngrok AI Gateway provides traffic management and security for AI APIs including multi-provider routing, automatic failover, LLM prompt inspection, rate limit...

Composite
49.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
766
SuperViz Developing agent ready

SuperViz provides real-time collaboration and data-synchronization infrastructure for web applications - presence, realtime data channels, video huddle/meeti...

Composite
49.1
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
767
CentML screenshot
CentML Developing agent ready

CentML is an AI inference optimization platform that serves popular open models through OpenAI-compatible serverless endpoints and lets teams stand up dedica...

Composite
49.0
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 6.3 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
768
CoreWeave screenshot
CoreWeave Developing agent ready

CoreWeave is a specialized GPU cloud purpose-built for AI workloads, offering managed Kubernetes (CKS), Slurm-on-Kubernetes (SUNK), dedicated and serverless ...

Composite
49.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 13.7 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
769
Golem screenshot
Golem Developing agent ready

Golem is an open-source durable computing platform for building agents and distributed applications that never lose state. You deploy WebAssembly components ...

Composite
49.0
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
770
Isovalent screenshot
Isovalent Developing agent native

Isovalent is the company founded in 2017 by the creators of Cilium, the eBPF-based networking, security, and observability platform for Kubernetes and cloud-...

Composite
49.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
771
Vijil Developing agent native

Vijil is an AI agent trust platform (Mayfield-backed, ~$23M raised) that helps enterprises make AI agents reliable, secure, and safe for production. Its Cons...

Composite
49.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality 11.9 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 1.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
772
Google Cloud Service Mesh screenshot
Google Cloud Service Mesh Developing agent ready

Google Cloud Service Mesh is Google's managed service mesh solution for GKE and supported GKE Enterprise environments, enabling secure, observable, and relia...

Composite
48.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality 12.0 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
773
NVIDIA Run:ai Developing agent ready

NVIDIA Run:ai (formerly run.ai) is an AI operations and GPU orchestration platform for Kubernetes that pools, schedules, and governs GPU compute across clust...

Composite
48.9
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
774
Talend screenshot
Talend Developing agent ready

Talend (now part of Qlik) provides data integration, quality, and API management capabilities through cloud-native APIs for ETL, data pipelines, and applicat...

Composite
48.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality 16.2 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 5.7 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
775
Ubuntu screenshot
Ubuntu Developing agent ready

Collection of APIs and services provided by Canonical for Ubuntu and related products. Includes the Snap Store API for package management, Launchpad API for ...

Composite
48.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
776
Chamber screenshot
Chamber Developing agent ready

Chamber is an AIOps control plane for enterprise AI infrastructure (Y Combinator W26, Seattle). Its always-on agent — Chambie — monitors, diagnoses, and auto...

Composite
48.8
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
777
Tenyks Developing agent native

Tenyks is a University of Cambridge spin-out (Y Combinator; backed by Speedinvest) building a visual-intelligence platform for computer vision. Its original ...

Composite
48.8
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 16.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
778
Vitess screenshot
Vitess Developing agent aware

Vitess is a CNCF graduated database clustering system for horizontal scaling of MySQL through generalized sharding. It provides MySQL protocol compatibility,...

Composite
48.8
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality 11.8 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
779
Zabbix screenshot
Zabbix Developing agent ready

Zabbix is an enterprise-class open source distributed monitoring solution for networks and applications. Zabbix enables real-time monitoring of millions of m...

Composite
48.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
780
Esper screenshot
Esper Developing agent aware

Esper is the DevOps platform for connected devices, providing cloud-based Android (and edge) device management, application deployment, and remote orchestrat...

Composite
48.7
Agent
23.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 23/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
781
Jaeger screenshot
Jaeger Developing agent aware

Jaeger is an open source, end-to-end distributed tracing system for monitoring and troubleshooting microservices-based architectures. Jaeger provides visibil...

Composite
48.7
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
782
RubyGems screenshot
RubyGems Developing agent ready

RubyGems.org is the Ruby community's primary gem hosting service, providing the infrastructure for publishing, discovering, and installing Ruby gems. The Rub...

Composite
48.7
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality 18.1 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 3.2 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
783
Scalable Infrastructure screenshot
Scalable Infrastructure Developing agent ready

A subject-matter collection covering APIs, tools, and platforms for building and managing scalable cloud infrastructure. This topic encompasses compute, stor...

Composite
48.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
784
Semaphore screenshot
Semaphore Developing agent ready

Semaphore is a cloud-based CI/CD platform designed for high-performance engineering teams, providing fast and reliable continuous integration and continuous ...

Composite
48.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
785
Broadcom screenshot
Broadcom Developing agent ready

Broadcom is a global technology company that specializes in the design and manufacturing of semiconductors and other hardware components for a wide range of ...

Composite
48.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality 18.3 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
786
CyCognito screenshot
CyCognito Developing agent native

CyCognito is a cybersecurity company providing an external attack surface management (EASM) and exposure management platform. Its cloud-native platform conti...

Composite
48.6
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality 12.1 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 3.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
787
Moesif screenshot
Moesif Developing agent ready

Moesif is an API analytics, monitoring, monetization, and governance platform for API and AI product teams. The platform unifies API observability (analytics...

Composite
48.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality 11.9 / 25
Developer Ergonomics 8.7 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
788
Nexthink Developing agent native

Nexthink is a digital employee experience (DEX) management company. Its Infinity platform combines real-time endpoint analytics, employee sentiment, and auto...

Composite
48.5
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.5/100 · developing
Contract Quality 13.6 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
789
Algebras AI Inc. screenshot
Algebras AI Inc. Developing agent native

Algebras AI is an AI-powered localization platform that translates UI, video, and audio content into 300+ languages with agentic translation, glossary-aware ...

Composite
48.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
790
Archastro screenshot
Archastro Developing agent native

ArchAstro is a Seattle-area startup building a runtime for cross-company AI agents: privacy-aware agents deployed on both sides of a business relationship th...

Composite
48.4
Agent
83.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 84/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
791
Harness Cloud Cost Management screenshot
Harness Cloud Cost Management Developing agent ready

Harness Cloud Cost Management (CCM) provides intelligent cloud cost optimization with AI-driven recommendations, customizable cost perspectives, budgets, ano...

Composite
48.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 1.6 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
792
JSONPlaceholder screenshot
JSONPlaceholder Developing agent aware

JSONPlaceholder is a free, no-auth fake REST API for prototyping, tutorials, and testing. It exposes six relational resources — posts, comments, albums, phot...

Composite
48.4
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
793
Maven Central screenshot
Maven Central Developing agent ready

Maven Central is the central repository for Java and other JVM-based artifacts, operated by Sonatype. It provides a REST API for searching artifact metadata ...

Composite
48.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
794
Swimlane screenshot
Swimlane Developing agent ready

Swimlane is a security orchestration, automation, and response (SOAR) platform that provides a REST API for managing playbooks, cases, alerts, workflows, and...

Composite
48.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
795
Triplit Developing agent ready

Triplit is an open-source full-stack database that syncs data between server and browser in real-time, combining a client-side store with a server sync engin...

Composite
48.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
796
Infisical screenshot
Infisical Developing agent ready

Infisical is an open-source secrets management platform that provides developers with a centralized, end-to-end encrypted vault for storing, syncing, and rot...

Composite
48.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.3/100 · developing
Contract Quality 11.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
797
Parabol Developing agent aware

Parabol is an open-source collaborative workspace that helps teams run more effective, inclusive, and engaging meetings — retrospectives, sprint poker estima...

Composite
48.3
Agent
39.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.3/100 · developing
Contract Quality 8.0 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
798
RabbitMQ screenshot
RabbitMQ Developing agent ready

RabbitMQ is a widely deployed open source message broker. It supports multiple messaging protocols and can be deployed in distributed and federated configura...

Composite
48.3
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.3/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
799
Thanos screenshot
Thanos Developing agent aware

Open-source, highly available Prometheus setup with long-term storage capabilities that provides a global query view across multiple Prometheus servers.

Composite
48.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.3/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
800
Apache RocketMQ screenshot
Apache RocketMQ Developing agent aware

Apache RocketMQ is a distributed messaging and streaming platform with low latency, high performance, and reliability. It provides trillion-level message cap...

Composite
48.2
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
801
Corelayer screenshot
Corelayer Developing agent aware

Corelayer is an AI-native platform for production software support and maintenance — an AI SRE / AI on-call engineer for engineering teams. It continuously m...

Composite
48.2
Agent
35.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 36/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
802
Jam screenshot
Jam Developing agent aware

Jam is a bug-reporting and debugging-telemetry tool for software teams. Its Chrome extension and iOS app capture one-click bug reports that bundle a screen r...

Composite
48.2
Agent
35.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 36/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
803
Loops screenshot
Loops Developing agent native

Loops is a modern email platform purpose-built for software companies, combining product, marketing, and transactional email behind a single REST API and a s...

Composite
48.2
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
804
Makeswift screenshot
Makeswift Developing agent ready

Makeswift is a composable visual page builder for marketing teams and developers, built for Next.js. It lets marketers visually design, edit, and publish mod...

Composite
48.2
Agent
47.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
805
MinIO Developing agent aware

MinIO is a high-performance, S3-compatible object storage system built for large-scale AI, analytics, and cloud-native data infrastructure. Its API is a drop...

Composite
48.2
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
806
PowerShell screenshot
PowerShell Developing agent ready

PowerShell is a cross-platform task automation solution made up of a command-line shell, a scripting language, and a configuration management framework. The ...

Composite
48.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
807
ReadMe Metrics screenshot
ReadMe Metrics Developing agent ready

ReadMe is an API documentation and developer hub platform that helps companies build interactive API documentation, track API usage analytics, and improve de...

Composite
48.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
808
Rows Developing agent ready

Rows is an AI-powered spreadsheet that connects to live data from dozens of business tools and lets teams build reports, dashboards and lightweight data apps...

Composite
48.2
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
809
Sigstore screenshot
Sigstore Developing agent aware

Sigstore is a set of free-to-use open source tools for signing, verifying, and protecting software supply chain artifacts. It provides a transparent and audi...

Composite
48.2
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
810
TestFairy Developing agent aware

TestFairy is a mobile app testing and distribution platform, now part of Sauce Labs, that lets teams upload iOS and Android builds, distribute them to beta t...

Composite
48.2
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
811
Dynamic screenshot
Dynamic Developing agent aware

Dynamic is a wallet infrastructure platform for fintech, crypto, and stablecoin applications, letting companies embed non-custodial wallets, connect 800+ ext...

Composite
48.1
Agent
26.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
812
Elementum screenshot
Elementum Developing agent native

Elementum is an AI-native process automation and orchestration platform that lets enterprises build custom business workflows that coordinate people, rules, ...

Composite
48.1
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality 13.0 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
813
Prisma Cloud screenshot
Prisma Cloud Developing agent ready

Prisma Cloud by Palo Alto Networks is a comprehensive cloud-native security platform that provides full lifecycle protection for applications across multi-cl...

Composite
48.1
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
814
SageOx Developing agent native

SageOx is a Seattle-based platform that acts as the "hivemind for human-agent teams" — it captures team discussions, decisions, and AI coding-agent work sess...

Composite
48.1
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
815
Scott Ai Developing agent native

Scott (by Juno Labs Inc.) is a Y Combinator (F25) planning workspace for engineering teams that build with coding agents. Teams sync recent local agent sessi...

Composite
48.1
Agent
80.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 1.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 81/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
816
Apache DolphinScheduler screenshot
Apache DolphinScheduler Developing human only

Apache DolphinScheduler is a modern distributed and extensible data orchestration platform governed by the Apache Software Foundation. It provides a DAG-base...

Composite
48.0
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
817
Beam screenshot
Beam Developing agent ready

Beam (beam.cloud) is a serverless GPU and Python cloud-runtime platform. You write ordinary Python, decorate it, and Beam deploys it as a web endpoint, a tas...

Composite
48.0
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
818
Rigetti Computing Developing agent native

Rigetti Computing is a full-stack quantum computing company that builds superconducting quantum processors and delivers access to them through Quantum Cloud ...

Composite
48.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
819
Sequence Developing agent native

Sequence is a web3 developer platform (0xsequence, now part of Polygon Labs) for building blockchain applications: smart-contract wallets, a universal crypto...

Composite
48.0
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 5.6 / 15
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
820
Aider screenshot
Aider Developing agent ready

Aider is an open-source, terminal-based AI pair programmer that edits code directly inside a developer's local Git repository. Written in Python and distribu...

Composite
47.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
821
Bettermode screenshot
Bettermode Developing agent aware

Bettermode is an all-in-one customer community platform (formerly Tribe) that lets organizations launch branded, no-code communities to turn engagement into ...

Composite
47.9
Agent
22.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.9 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
822
Helidon screenshot
Helidon Developing agent ready

Helidon is a collection of Java libraries from Oracle for writing microservices that run on a fast web core powered by Netty, supporting MicroProfile and rea...

Composite
47.9
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
823
Speedscale screenshot
Speedscale Developing human only

Speedscale is an API traffic replay and performance testing platform that captures production API traffic and replays it in test environments for load testin...

Composite
47.9
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality 8.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
824
Agentuity screenshot
Agentuity Developing agent aware

Agentuity is a full-stack cloud platform for building, deploying, and operating AI agents and the framework apps around them. Developers keep their existing ...

Composite
47.8
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
825
Contour screenshot
Contour Developing agent aware

A Kubernetes ingress controller using Envoy proxy that provides dynamic configuration updates and advanced routing capabilities for managing external access ...

Composite
47.8
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 4.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 4.7 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
826
Superlog Developing agent native

Superlog is an AI-native, open-core observability platform (Y Combinator, Spring 2026) that ingests OpenTelemetry traces, logs, and metrics over OTLP, groups...

Composite
47.8
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
827
University of Calgary screenshot
University of Calgary Developing agent ready

The University of Calgary is a public research university in Calgary, Alberta, Canada, ranked #198 in the QS World University Rankings 2025. Its public, docu...

Composite
47.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Regulatory · Government & Public Sector 7.5 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
828
Wideo Developing agent native

Wideo is an online video creation and automation platform that lets teams produce animated videos, presentations, and marketing content from drag-and-drop te...

Composite
47.8
Agent
67.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.0 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 67/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
829
Devtron screenshot
Devtron Developing agent native

Devtron is an open-source, AI-native Kubernetes management and software delivery platform that unifies application, infrastructure, and cost management for e...

Composite
47.7
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
830
Eigenpal screenshot
Eigenpal Developing agent native

EigenPal is an AI document-automation platform that replaces manual document reading and data entry for enterprises. Teams build directed graphs of typed ste...

Composite
47.7
Agent
79.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality 17.1 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 80/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
831
Micronaut screenshot
Micronaut Developing agent ready

Micronaut is a modern JVM-based framework for building modular, easily testable microservice and serverless applications with ahead-of-time compilation and m...

Composite
47.7
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality 12.6 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 7.5 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
832
Resurface screenshot
Resurface Developing human only

Resurface (now Graylog API Security) is an API runtime security and observability platform that captures and analyzes complete API request and response paylo...

Composite
47.7
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality 8.0 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
833
Fossa screenshot
Fossa Developing agent aware

FOSSA is a software supply chain security and open source management platform that scans codebases, containers, and binaries to detect open source dependenci...

Composite
47.6
Agent
34.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 35/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
834
Langflow screenshot
Langflow Developing agent ready

Langflow is an open-source low-code visual builder for AI agents, RAG pipelines, and LangChain-based workflows. It pairs a drag-and-drop React Flow frontend ...

Composite
47.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality 17.7 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 0.0 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
835
OpenCost screenshot
OpenCost Developing agent aware

An open source CNCF specification and reference implementation for real-time cost monitoring of Kubernetes infrastructure and cloud spending, enabling teams ...

Composite
47.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
836
Hamad Bin Khalifa University screenshot
Hamad Bin Khalifa University Developing agent ready

Hamad Bin Khalifa University (HBKU) is a research-intensive graduate university founded in 2010 as part of Qatar Foundation, located in Education City, Doha,...

Composite
47.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.5/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
837
LocalStack screenshot
LocalStack Developing agent native

LocalStack is a cloud service emulator that runs in a single container on your laptop or in your CI environment, providing a local test and mocking framework...

Composite
47.5
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.5/100 · developing
Contract Quality 9.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
838
Tessell Developing agent native

Tessell is a multi-cloud database-as-a-service (DBaaS) platform that runs Oracle, SQL Server, PostgreSQL, MySQL, MongoDB, Milvus, and Apache Kafka inside a c...

Composite
47.5
Agent
60.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.5/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 61/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
839
Altinity screenshot
Altinity Developing agent aware

Altinity is the enterprise provider for open-source ClickHouse, the real-time analytical database. It builds and operates Altinity.Cloud, a fully managed Cli...

Composite
47.4
Agent
43.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 11.7 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 43/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
840
Ardent screenshot
Ardent Developing agent native

Ardent is a database branching platform for Postgres that lets developers and AI coding agents clone any production or development database in seconds into f...

Composite
47.4
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
841
CloudBees screenshot
CloudBees Developing agent ready

CloudBees provides software delivery automation across continuous integration, continuous deployment, release orchestration, and feature management. Their de...

Composite
47.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 13.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 4.1 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
842
FIDEL API screenshot
FIDEL API Developing agent aware

Fidel API is a global card-linking platform that connects Visa, Mastercard and Amex payment cards to web and mobile applications through a single API. Once a...

Composite
47.4
Agent
15.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Payments 9.8 / 15
Agent readiness — 15/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
843
Formspree screenshot
Formspree Developing agent ready

Formspree is a form backend for static and Jamstack sites. Two API surfaces matter: (1) the public form-submission endpoint (formspree.io/f/{hashid}) that ac...

Composite
47.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
844
Test First screenshot
Test First Developing agent aware

A software development approach where tests are written before the implementation code, ensuring code quality and driving design decisions through test requi...

Composite
47.4
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
845
Test Plans screenshot
Test Plans Developing agent aware

Structured documentation outlining test objectives, scope, approach, resources, schedule, and deliverables for software testing activities. Test plans define...

Composite
47.4
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
846
Aleo screenshot
Aleo Developing agent native

Aleo is a privacy-first, zero-knowledge Layer-1 blockchain for building fully private applications. Developers write smart contracts in Leo — a purpose-built...

Composite
47.3
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 13.1 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
847
Amazon Athena screenshot
Amazon Athena Developing agent ready

Amazon Athena is an interactive query service that makes it easy to analyze data in Amazon S3 using standard SQL. Athena is serverless, so there is no infras...

Composite
47.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 19.0 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
848
GitHub Container Registry screenshot
GitHub Container Registry Developing agent ready

GitHub Container Registry stores container images within your GitHub organization or personal account, allows you to associate images with repositories, and ...

Composite
47.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 1.6 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
849
OpenF1 screenshot
OpenF1 Developing agent aware

OpenF1 is a free and open-source API providing real-time and historical Formula 1 data including car telemetry, lap timings, race control messages, weather, ...

Composite
47.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
850
Plain Developing agent aware

Plain is a customer support platform for B2B and technical SaaS companies, built entirely on its own public GraphQL API so there is full parity between what ...

Composite
47.3
Agent
39.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
851
Scalable Software and Systems screenshot
Scalable Software and Systems Developing agent ready

A topic collection exploring the APIs, design patterns, frameworks, and platforms that enable scalable software and systems engineering. Covers architectural...

Composite
47.3
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
852
Traefik Mesh screenshot
Traefik Mesh Developing agent aware

Traefik Mesh (formerly Maesh) is a lightweight, non-invasive service mesh built on top of Traefik Proxy for Kubernetes. It provides automatic traffic managem...

Composite
47.3
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 2.7 / 13
Governance 10.4 / 12
Discoverability 10.0 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
853
Traversal Developing agent ready

Traversal is an AI SRE (Site Reliability Engineering) platform that autonomously triages alerts, performs root-cause analysis, and helps prevent production i...

Composite
47.3
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
854
Calyptia screenshot
Calyptia Developing agent native

Calyptia builds Calyptia Cloud (Telemetry Pipeline) and Calyptia Core, a commercial management plane for Fluent Bit — the widely deployed open-source agent a...

Composite
47.2
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 12.5 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
855
CCP Games screenshot
CCP Games Developing agent native

CCP Games is the Reykjavik-based studio behind EVE Online, the long-running single-shard massively multiplayer space sandbox. CCP operates one of the most ma...

Composite
47.2
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
856
Dropwizard screenshot
Dropwizard Developing agent aware

Dropwizard is a Java framework for developing ops-friendly, high-performance RESTful web services, pulling together stable, mature libraries from the Java ec...

Composite
47.2
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 13.1 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
857
Microsoft Power Pages screenshot
Microsoft Power Pages Developing agent ready

Microsoft Power Pages is a secure, enterprise-grade, low-code platform for creating, hosting, and administering modern external-facing business websites. It ...

Composite
47.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 9.1 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
858
Prometheus screenshot
Prometheus Developing agent aware

Prometheus is a Cloud Native Computing Foundation graduated open source systems monitoring and alerting toolkit. A Prometheus server scrapes metrics over HTT...

Composite
47.2
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 17.9 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
859
Software Development Lifecycle screenshot
Software Development Lifecycle Developing agent aware

The Software Development Lifecycle (SDLC) encompasses all processes, tools, and methodologies involved in planning, developing, testing, and delivering softw...

Composite
47.2
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
860
Spring WebFlux screenshot
Spring WebFlux Developing human only

Spring WebFlux is a fully non-blocking, reactive-stack web framework built into Spring Framework 5.0+. It enables building highly scalable, asynchronous web ...

Composite
47.2
Agent
12.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 1.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 13/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
861
Understudy Labs Developing agent native

Understudy Labs (YC S26) is an LLM gateway and model-optimization platform that helps teams move repeated production LLM workloads onto open-weight models th...

Composite
47.2
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
862
Erasmus University Rotterdam screenshot
Erasmus University Rotterdam Developing agent ready

Erasmus University Rotterdam (EUR) is a public research university in Rotterdam, the Netherlands, ranked #158 in the QS World University Rankings 2025. EUR d...

Composite
47.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
863
Frostbyte screenshot
Frostbyte Developing agent ready

Free API platform for developers and AI agents — 40+ services including IP Geolocation, Crypto Prices, Screenshots, DNS, Scraping, Code Execution. Free tier ...

Composite
47.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 7.0 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 0.0 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
864
Stockholm University screenshot
Stockholm University Developing agent ready

Stockholm University (Stockholms universitet) is a public research university in Sweden, ranked #128 in the QS World University Rankings 2025. Like most Nord...

Composite
47.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
865
University of Newcastle Australia screenshot
University of Newcastle Australia Developing agent ready

The University of Newcastle (UON) is a public research university based in Newcastle, New South Wales, Australia, ranked #179 in the QS World University Rank...

Composite
47.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality 16.9 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
866
Kibana screenshot
Kibana Developing agent ready

Kibana is an open-source data visualization and exploration tool used for log and time-series analytics, application monitoring, and operational intelligence...

Composite
47.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 15.8 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
867
Pinkfish Developing agent native

Pinkfish is an enterprise agentic AI and business orchestration platform that runs multi-step workflows across an organization's stack, combining AI agents w...

Composite
47.0
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
868
Soveren Developing agent native

Soveren is a unified Data Security Posture Management (DSPM) and Data Detection and Response (DDR) platform that delivers real-time data observability for Ku...

Composite
47.0
Agent
71.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 1.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 71/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
869
Spring Boot 3 screenshot
Spring Boot 3 Developing agent aware

Spring Boot 3 is the major release of the opinionated Spring application framework, now built on Spring Framework 6, requiring Java 17 baseline and Jakarta E...

Composite
47.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 3.5 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
870
Cert-Manager screenshot
Cert-Manager Developing human only

cert-manager is a powerful and extensible X.509 certificate controller for Kubernetes and OpenShift workloads. It obtains certificates from a variety of issu...

Composite
46.9
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality 8.5 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
871
Paigo screenshot
Paigo Developing agent ready

Paigo is a usage-based billing infrastructure platform with a REST API for metering API calls, tracking consumption, managing pricing tiers, and automating i...

Composite
46.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
872
Anything screenshot
Anything Developing agent native

Anything is an AI-powered app builder that turns natural-language prompts into working web and mobile applications, complete with a built-in PostgreSQL datab...

Composite
46.8
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.8/100 · developing
Contract Quality 13.1 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
873
Azure Event Grid screenshot
Azure Event Grid Developing agent ready

Azure Event Grid provides APIs for publishing events to custom topics, managing event subscriptions with filtering, and configuring event delivery to endpoin...

Composite
46.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.8/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
874
Apache Curator screenshot
Apache Curator Developing human only

Apache Curator is a Java/JVM client library for Apache ZooKeeper, governed by the Apache Software Foundation, that provides a high-level API framework, fluen...

Composite
46.7
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
875
Archera screenshot
Archera Developing agent native

Archera is a cloud financial operations (FinOps) platform that helps organizations reduce cloud spend by 20-30% through intelligent commitment management and...

Composite
46.7
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 11.1 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
876
Cloudsmith screenshot
Cloudsmith Developing agent ready

Cloudsmith is a cloud-native, universal package management platform providing fully managed, geo-replicated artifact repositories for over 30 package formats...

Composite
46.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 11.8 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.5 / 13
Governance 4.1 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
877
Devrev screenshot
Devrev Developing agent aware

DevRev is an AI-native platform that unifies customer support, product development, and analytics on a single knowledge graph connecting end users (Rev), bui...

Composite
46.7
Agent
41.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 41/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
878
Google Cloud Platform APIs screenshot
Google Cloud Platform APIs Developing agent ready

Comprehensive collection of Google Cloud Platform APIs for cloud computing, storage, machine learning, and infrastructure management.

Composite
46.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
879
Jetify screenshot
Jetify Developing agent native

Jetify builds developer tooling for reproducible environments and package management, backed by the Nix ecosystem. Its open-source Devbox CLI creates instant...

Composite
46.7
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 13.1 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
880
Notyfi Developing agent native

Notyfi is a natural-language monitoring and notification service built by Perceptron ML (Y Combinator). Describe what to watch in one sentence -- new lawsuit...

Composite
46.7
Agent
79.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 80/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
881
Recall Labs Developing agent native

Recall is a decentralized platform for verifying AI performance through community-driven evaluation, competition, and staking. Agents compete across skill ma...

Composite
46.7
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Securities & Market Data 8.1 / 15
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
882
Scalable Platforms screenshot
Scalable Platforms Developing agent ready

A subject-matter collection covering APIs, tools, and platforms for building and deploying scalable platform infrastructure. This topic encompasses Platform-...

Composite
46.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
883
Sumo Logic screenshot
Sumo Logic Developing agent ready

Sumo Logic is a cloud-native log analytics, observability, and security platform. The Sumo Logic platform ingests logs, metrics, and traces from cloud and on...

Composite
46.7
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 3.4 / 13
Governance 7.3 / 12
Discoverability 8.8 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
884
.txt Developing agent native

.txt (dottxt) is the structured-generation company behind the open-source Outlines library (65M+ downloads). Its hosted platform, the dottxt API at api.dottx...

Composite
46.6
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
885
Akeyless screenshot
Akeyless Developing agent aware

Akeyless is a cloud-native identity security platform that unifies secrets management, machine identity, and privileged access for AI agents, machines, and h...

Composite
46.6
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
886
Botanalytics screenshot
Botanalytics Developing agent ready

Botanalytics is a conversational analytics platform for AI chatbots and voice assistants. It helps bot builders and product teams measure engagement, underst...

Composite
46.6
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
887
dottxt screenshot
dottxt Developing agent native

dottxt (styled .txt) is the company behind Outlines, the open-source structured-generation library for LLMs with 65M+ downloads. Its hosted platform API (api...

Composite
46.6
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
888
National University of Singapore screenshot
National University of Singapore Developing agent ready

The National University of Singapore (NUS) is Singapore's flagship public research university, ranked #8 in the QS World University Rankings 2025. NUS does n...

Composite
46.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 17.0 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
889
Notary Project screenshot
Notary Project Developing human only

The Notary Project is a CNCF incubating set of specifications and tools for signing and verifying container images and other OCI artifacts. It provides Notat...

Composite
46.6
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
890
Stacks Ai Developing agent aware

StackAI (Stack AI, Inc.) is an enterprise AI agent platform that lets teams build, deploy, and govern no-code agentic workflows at scale. Its visual Workflow...

Composite
46.6
Agent
35.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 36/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
891
Adaption Labs screenshot
Adaption Labs Developing agent native

Adaption Labs is a San Francisco AI research company, founded in 2025 by Sara Hooker and Sudip Roy (both formerly of Cohere), building adaptive AI systems th...

Composite
46.5
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.5/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 8.4 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
892
Daily screenshot
Daily Developing agent ready

Daily provides WebRTC video and audio infrastructure for developers — REST APIs for rooms, recordings, transcripts, meetings, dial-out and Daily Bots / Pipec...

Composite
46.5
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.5/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
893
Sifflet Developing agent aware

Sifflet is a data observability platform positioned as the control plane for Data and AI. It catches data issues before they reach the business, traces them ...

Composite
46.5
Agent
34.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.5/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 35/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
894
Amika screenshot
Amika Developing agent ready

Amika is a Y Combinator-backed infrastructure company for running AI coding agents in isolated cloud sandboxes. Teams spawn agents from Slack, Linear, GitHub...

Composite
46.4
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.4/100 · developing
Contract Quality 10.5 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 1.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
895
Braintrust screenshot
Braintrust Developing agent ready

Braintrust (braintrust.dev) is an end-to-end platform for building, evaluating, and observing AI applications. Its REST API at api.braintrust.dev exposes pro...

Composite
46.4
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.4/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
896
CloudHealth screenshot
CloudHealth Developing agent ready

CloudHealth (now VMware Tanzu CloudHealth, owned by Broadcom) is a multi-cloud financial and operational management platform. It provides cost visibility, op...

Composite
46.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.3/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
897
Expanso screenshot
Expanso Developing agent ready

Expanso is the company behind Bacalhau, an open-source distributed compute orchestration framework that brings compute to the data by running jobs close to w...

Composite
46.3
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.3/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
898
Lunar screenshot
Lunar Developing agent aware

Lunar is an enterprise-grade API management and AI control plane platform that provides a unified gateway for managing API traffic policies, rate limiting, q...

Composite
46.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.3/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
899
Macrometa screenshot
Macrometa Developing agent native

Macrometa is a global data network and edge computing platform. Its Global Data Network (GDN) provides a geo-distributed, serverless NoSQL database, pub/sub ...

Composite
46.3
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.3/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
900
Moises Developing agent ready

Moises is the creative suite for musicians from Music AI, Inc., serving more than 70 million musicians worldwide with AI-powered tools for practice, performa...

Composite
46.2
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.2/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
901
Oracle Container Engine for Kubernetes screenshot
Oracle Container Engine for Kubernetes Developing agent ready

Oracle Container Engine for Kubernetes (OKE) is a managed Kubernetes service that simplifies the deployment, management, and scaling of containerized applica...

Composite
46.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.2/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
902
Sentrial Developing agent ready

Sentrial is an observability platform for AI agents, backed by Y Combinator. It tracks every agent session, tool call, and LLM interaction, then automaticall...

Composite
46.2
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.2/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
903
10Web screenshot
10Web Developing agent aware

10Web is an AI-powered website builder platform that generates, hosts, and manages full WordPress websites on managed infrastructure, powering more than two ...

Composite
46.1
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 9.6 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
904
Alokai (formerly Vue Storefront) screenshot
Alokai (formerly Vue Storefront) Developing agent aware

Alokai (formerly Vue Storefront) is a Frontend-as-a-Service platform for composable, headless commerce. It connects enterprise ecommerce backends (SAP Commer...

Composite
46.1
Agent
26.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 10.2 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 26/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
905
Arcee AI screenshot
Arcee AI Developing agent ready

Arcee AI is an American open-intelligence research lab that builds and releases small, efficient open-weight language models (the Trinity family, AFM-4.5B, a...

Composite
46.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
906
GitLab Container Registry screenshot
GitLab Container Registry Developing agent ready

GitLab Container Registry is a built-in container registry that allows users to store Docker images alongside their code in GitLab repositories. It exposes a...

Composite
46.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 1.6 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
907
Inference screenshot
Inference Developing agent aware

Inference (inference.net) is an AI infrastructure platform for AI-native teams. It offers an OpenAI-compatible inference API for open-source, frontier, and c...

Composite
46.1
Agent
33.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 16.8 / 20
Operational Transparency 1.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
908
Koi Security screenshot
Koi Security Developing agent ready

Koi (formerly Koi Security, now operating as koi.ai) is an endpoint security platform built for non-binary software — browser extensions, IDE and editor exte...

Composite
46.1
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
909
Laminar screenshot
Laminar Developing agent aware

Laminar is an open-source, OpenTelemetry-native observability and debugging platform built for AI agents and LLM applications. It traces every LLM call, tool...

Composite
46.1
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 0.0 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 15.3 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 30/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
910
Oximy Developing agent native

Oximy is an AI adoption and governance platform — "the AI adoption engine for every company." It gives organizations visibility into how their people and app...

Composite
46.1
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
911
Render Developing agent ready

Render is a unified cloud application platform (PaaS) for building, deploying, and scaling web services, static sites, background workers, cron jobs, and one...

Composite
46.1
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 3.2 / 12
Discoverability 9.3 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
912
Rill Data Developing agent aware

Rill Data builds Rill, an operational business-intelligence tool for fast, exploratory dashboards on large event and time-series data. Developers connect dat...

Composite
46.1
Agent
37.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 8.2 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 38/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
913
StackShare Developing agent aware

StackShare is a platform where developers and companies share information about the technologies and tools they use to build software. The StackShare GraphQL...

Composite
46.1
Agent
16.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 3.8 / 25
Developer Ergonomics 6.5 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 16/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
914
Testim Io Developing agent ready

Testim is an AI-powered functional test automation platform for web and mobile applications, using machine learning to author, run, and self-heal UI tests. A...

Composite
46.1
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality 13.0 / 25
Developer Ergonomics 15.2 / 20
Commercial Clarity 3.2 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
915
Ocelot screenshot
Ocelot Developing agent ready

Ocelot is an open-source API Gateway built with .NET for microservices architectures. It provides routing, authentication, rate limiting, load balancing, and...

Composite
46.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.0/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 8.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
916
Telemetron Developing agent native

Telemetron is an AI-powered customer support platform for hardware companies, backed by Y Combinator. It connects to IoT devices in real time, correlates dev...

Composite
46.0
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 46.0/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
917
Limrun screenshot
Limrun Developing agent native

Limrun (Limrun, Inc.) is a Y Combinator-backed cloud infrastructure company for mobile development, built so cloud coding agents and Linux CI runners can bui...

Composite
45.9
Agent
77.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.9/100 · developing
Contract Quality 10.1 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 2.6 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 78/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
918
Puppet screenshot
Puppet Developing agent ready

Puppet provides infrastructure automation and configuration management for hybrid and cloud environments. Puppet Enterprise exposes a collection of service A...

Composite
45.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.9/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
919
Spring Boot screenshot
Spring Boot Developing agent aware

Spring Boot is an open source Java-based framework used to create stand-alone, production-grade Spring-based applications with minimal configuration. It prov...

Composite
45.9
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.9/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 4.7 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
920
Braintrust screenshot
Braintrust Developing agent ready

Braintrust is an enterprise-grade AI observability and evaluation platform for teams building LLM applications. It provides experiment tracking, dataset mana...

Composite
45.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 13.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
921
Glio screenshot
Glio Developing agent native

Glio is a unified API for AI media generation that provides a single interface to 90+ models across video, image, audio, and text from providers such as Klin...

Composite
45.8
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
922
Gray Swan screenshot
Gray Swan Developing agent ready

Gray Swan AI is an AI security company that helps enterprises deploy AI with confidence. Its Cygnal product is a real-time, drop-in secure proxy that fronts ...

Composite
45.8
Agent
52.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 10.9 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 53/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
923
Lemma Developing agent native

Lemma (uselemma.ai, Forge AI Labs, Inc., Y Combinator Fall 2025) is a production monitoring and observability platform for AI agents. Teams instrument agents...

Composite
45.8
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
924
Software Development Life Cycle screenshot
Software Development Life Cycle Developing agent aware

The Software Development Life Cycle (SDLC) is a structured framework that defines the process for planning, creating, testing, and deploying high-quality sof...

Composite
45.8
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 1.7 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.1 / 13
Governance 8.8 / 12
Discoverability 10.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
925
University of Cambridge screenshot
University of Cambridge Developing agent ready

The University of Cambridge (founded 1209; QS World 2025 #5) is a public collegiate research university with a real, documented developer footprint operated ...

Composite
45.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 2.7 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
926
Fidel screenshot
Fidel Developing agent aware

Fidel (Enigmatic Smile Ltd, trading as Fidel API) is a card-linking and payments-data platform that lets developers connect Visa, Mastercard and Amex cards t...

Composite
45.7
Agent
15.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.7/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Payments 9.8 / 15
Agent readiness — 15/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
927
Fullview screenshot
Fullview Developing agent ready

Fullview is a customer-support platform that combines cobrowsing and session replays. Support agents can view and control a customer's browser session in rea...

Composite
45.7
Agent
47.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.7/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 1.4 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 47/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
928
Youki Developing human only

youki is an open source container runtime written in Rust that implements the OCI runtime specification as a memory-safe alternative to runc, with rootless c...

Composite
45.7
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.7/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.0 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
929
Coolify screenshot
Coolify Developing agent aware

Coolify is an open-source, self-hostable Platform-as-a-Service alternative to Vercel, Heroku, Netlify, and Railway. It lets you deploy static sites, APIs, fu...

Composite
45.6
Agent
41.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.6/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 41/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
930
Incident.io screenshot
Incident.io Developing agent ready

incident.io is an incident management platform that helps teams declare, manage, and learn from incidents.

Composite
45.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.6/100 · developing
Contract Quality 11.9 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 6.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
931
King Fahd University of Petroleum & Minerals screenshot
King Fahd University of Petroleum & Minerals Developing agent ready

King Fahd University of Petroleum & Minerals (KFUPM) is a public research university in Dhahran, Saudi Arabia, ranked #101 in the QS World University Ranking...

Composite
45.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.6/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 2.6 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
932
Securden Developing agent native

Securden is a unified identity security platform that consolidates Privileged Access Management (PAM), Endpoint Privilege Manager (EPM), a business Password ...

Composite
45.6
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.6/100 · developing
Contract Quality 10.9 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
933
The Update Framework (TUF) screenshot
The Update Framework (TUF) Developing human only

TUF (The Update Framework) is a CNCF graduated framework for securing software update systems. It provides a specification for how software repositories shou...

Composite
45.6
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.6/100 · developing
Contract Quality 8.5 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
934
Azure Arc screenshot
Azure Arc Developing agent ready

Operation groups for the Hybrid Compute REST API.

Composite
45.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
935
Buildkite screenshot
Buildkite Developing agent ready

Buildkite is a CI/CD platform with self-hosted agents and a hosted control plane. The platform exposes a REST API, a GraphQL API and an Agent API used by bui...

Composite
45.5
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
936
Lumigo screenshot
Lumigo Developing agent aware

Lumigo is an observability and troubleshooting platform for microservices and serverless environments. It provides distributed tracing, logs, and metrics wit...

Composite
45.5
Agent
26.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 7.2 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
937
Memesio screenshot
Memesio Developing agent ready

Memesio is a meme creation and sharing service offering a public template discovery, caption rendering, and AI-assisted image generation API. It exposes a co...

Composite
45.5
Agent
51.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality 13.6 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 2.1 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
938
Pepperdata Developing agent ready

Pepperdata provides dynamic Kubernetes resource optimization and observability for data-intensive workloads, increasing cluster utilization, improving perfor...

Composite
45.5
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
939
Alice screenshot
Alice Developing agent native

Alice (formerly ActiveFence) is an enterprise AI security, safety, and trust platform for the GenAI era. Its WonderSuite platform stress-tests, guards, and m...

Composite
45.4
Agent
75.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality 18.2 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 1.0 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 75/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
940
CodeCombat screenshot
CodeCombat Developing agent aware

CodeCombat is a game-based computer science platform where students learn to code by playing a real programming game, writing Python or JavaScript to control...

Composite
45.4
Agent
43.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality 12.8 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.3 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 43/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
941
In-Toto screenshot
In-Toto Developing human only

in-toto is a CNCF graduated framework for securing the integrity of software supply chains. It provides a specification for generating and verifying metadata...

Composite
45.4
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality 9.9 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
942
StakPak Developing agent ready

Stakpak is an open-source autonomous DevOps AI agent, distributed as a single Rust binary, that runs 24/7 on your machines to keep applications running — per...

Composite
45.4
Agent
57.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 58/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
943
Consensys screenshot
Consensys Developing agent aware

Consensys is a blockchain and Web3 software company founded by Ethereum co-founder Joseph Lubin that builds core Ethereum infrastructure and developer toolin...

Composite
45.3
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality 0.0 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Payments 11.7 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
944
CoreDNS screenshot
CoreDNS Developing agent aware

CoreDNS is a CNCF graduated DNS server written in Go that serves as the default DNS service for Kubernetes clusters. It is flexible and extensible through a ...

Composite
45.3
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 6.8 / 13
Governance 4.7 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
945
Curse screenshot
Curse Developing agent native

Curse (Curse Inc.) built and operated CurseForge, Gamepedia, and the Curse gaming network; its platform assets are now operated under Fandom / Overwolf. The ...

Composite
45.3
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality 11.5 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
946
Docker screenshot
Docker Developing agent native

Docker is a platform for developers and sysadmins to build, share, and run applications in containers, packaging code and dependencies together for consisten...

Composite
45.3
Agent
64.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 5.2 / 20
Commercial Clarity 14.2 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 7.5 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
947
Forest Admin screenshot
Forest Admin Developing agent aware

Forest Admin is an ops orchestration platform and internal tool builder that enables operations and compliance teams to manage data, workflows, and business ...

Composite
45.3
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.8 / 13
Governance 1.6 / 12
Discoverability 9.3 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
948
Montonio Developing agent ready

Montonio is an Estonian fintech providing a unified payments and shipping platform for e-commerce merchants across the Baltics, Poland, and Finland. Its deve...

Composite
45.3
Agent
51.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Banking & Open Finance 8.1 / 15
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
949
bitdrift screenshot
bitdrift Developing agent aware

bitdrift builds Capture, a cost-effective dynamic mobile observability platform for iOS, Android, and React Native. A lightweight on-device SDK stores high-v...

Composite
45.2
Agent
20.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.2/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 14.3 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
950
Cognition AI screenshot
Cognition AI Developing agent ready

Cognition AI is an applied AI lab building Devin, an autonomous AI software engineer that plans, writes, tests, and ships production code. The company also o...

Composite
45.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.2/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
951
Reactor Developing agent aware

Reactor is a real-time video AI platform that streams generative video from GPU-hosted models to web and mobile applications over WebRTC, with sub-second rou...

Composite
45.2
Agent
39.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.2/100 · developing
Contract Quality 7.0 / 25
Developer Ergonomics 17.4 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
952
TypeSpec screenshot
TypeSpec Developing agent aware

TypeSpec is an API description language developed by Microsoft for defining API shapes that compile to OpenAPI, JSON Schema, Protobuf, and other output forma...

Composite
45.2
Agent
18.3
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.2/100 · developing
Contract Quality 5.2 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 6.8 / 13
Governance 10.4 / 12
Discoverability 8.8 / 10
Agent readiness — 18/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
953
Akash Network screenshot
Akash Network Developing agent ready

Akash Network is a decentralized cloud computing marketplace that connects users with underutilized compute capacity from data centers and bare-metal provide...

Composite
45.1
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
954
Alphaus screenshot
Alphaus Developing agent native

Alphaus is a Tokyo-based cloud FinOps company (No. 1 in Japan) whose platform helps enterprises, managed service providers, and cloud resellers manage and op...

Composite
45.1
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality 9.4 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
955
Apiman screenshot
Apiman Developing agent aware

Apiman is an open source API management platform featuring a REST API, manager UI, and standalone developer portal with multi-tenancy, events, notifications,...

Composite
45.1
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality 12.7 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
956
Coalition screenshot
Coalition Developing agent aware

Coalition is a San Francisco–headquartered cyber insurance and active risk management provider founded in 2017 by Joshua Motta (CEO) and John Hering. Coaliti...

Composite
45.1
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality 16.6 / 25
Developer Ergonomics 1.3 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 5.5 / 13
Governance 7.3 / 12
Discoverability 8.0 / 10
Regulatory · Insurance 5.6 / 15
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
957
Episerver screenshot
Episerver Developing agent aware

Episerver is a digital experience platform (DXP) vendor that rebranded to Optimizely in 2021 after Episerver acquired Optimizely; the developer surface now s...

Composite
45.1
Agent
19.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality 5.7 / 25
Developer Ergonomics 11.7 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 8.2 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
958
RunWhen Developing agent native

RunWhen is an AI platform for building safe-for-production agents that triage alerts, remediate infrastructure, analyze cost, and answer questions about prod...

Composite
45.1
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality 12.9 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
959
A10 Networks screenshot
A10 Networks Developing agent aware

A10 Networks (NYSE: ATEN) is a San Jose, California–headquartered application delivery and cybersecurity company founded in 2004 by Lee Chen. A10 builds the ...

Composite
45.0
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 3.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
960
CoreStory screenshot
CoreStory Developing agent native

CoreStory is an AI code intelligence platform that ingests large brownfield and legacy codebases and reverse-engineers a persistent understanding of how they...

Composite
45.0
Agent
69.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality 13.4 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 1.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 69/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
961
Juniper Mist AI screenshot
Juniper Mist AI Developing agent ready

Juniper Mist AI is the AI-driven enterprise networking platform that powers Juniper Networks' AI-Native Networking portfolio. Acquired by Juniper Networks in...

Composite
45.0
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 8.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
962
Kubecost screenshot
Kubecost Developing agent aware

Kubecost provides real-time cost monitoring and management for Kubernetes environments. Its APIs enable programmatic access to cost allocation data, asset co...

Composite
45.0
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 0.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.0 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
963
LoopMe screenshot
LoopMe Developing agent ready

LoopMe is a global brand-performance advertising platform that uses AI to bring brands into mobile and CTV apps. Its products span an AI-powered intelligent ...

Composite
45.0
Agent
54.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 12.6 / 20
Commercial Clarity 4.2 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 55/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
964
Screenpipe Developing agent native

Screenpipe is a local-first, source-available desktop application (by Mediar AI, Y Combinator S26) that continuously captures everything you see, say, and he...

Composite
45.0
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality 10.2 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 5.3 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Thin 704 30–44.9 Limited machine-readable signal beyond documentation a human can read.

Showing 36 of 704 — this listing renders the top 1000 providers by Kin Score.

965
Cerebras screenshot
Cerebras Thin agent ready

Cerebras Systems designs the wafer-scale WSE-3 chip and the CS-2/CS-3 AI systems built around it, and operates Cerebras Inference, a high-throughput cloud pl...

Composite
44.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality 15.9 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 9.5 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
966
Macroscope screenshot
Macroscope Thin agent aware

Macroscope is an AI code-intelligence platform (GitHub org prassoai) that connects to a team's codebase and workflow tools to review pull requests, answer qu...

Composite
44.9
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality 17.7 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
967
Suki AI screenshot
Suki AI Thin agent ready

Suki AI provides voice-enabled, ambient clinical intelligence used by clinicians to generate clinical notes, dictate, and complete documentation tasks across...

Composite
44.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality 12.8 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Health 8.1 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
968
Vellum AI screenshot
Vellum AI Thin agent ready

Vellum AI is an LLM development platform that helps product and engineering teams build, evaluate, deploy, and monitor LLM-powered applications. The platform...

Composite
44.9
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality 12.5 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 14.7 / 20
Operational Transparency 3.4 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
969
Virtana (Virtual Instruments) Thin agent aware

Virtana (formerly Virtual Instruments) is an AI-powered hybrid infrastructure observability company whose platform monitors and optimizes performance, cost, ...

Composite
44.9
Agent
34.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 13.5 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 35/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
970
Aikido Security screenshot
Aikido Security Thin agent ready

Aikido Security is a developer-first all-in-one application security platform that consolidates SAST, SCA, secret detection, container scanning, IaC scanning...

Composite
44.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.8/100 · thin
Contract Quality 12.8 / 25
Developer Ergonomics 5.7 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
971
Assertible screenshot
Assertible Thin agent ready

Assertible provides a reliable first line of defense against web service failures by providing simple and powerful assertions to test and monitor APIs. It en...

Composite
44.8
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.8/100 · thin
Contract Quality 14.2 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 10.5 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
972
Cortex screenshot
Cortex Thin agent ready

Cortex is an Engineering Operations (EngOps) platform and internal developer portal that helps engineering teams catalog services, enforce production readine...

Composite
44.8
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.8/100 · thin
Contract Quality 11.1 / 25
Developer Ergonomics 6.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 8.9 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
973
Gallop screenshot
Gallop Thin agent native

Gallop is an NFT data and analytics platform (backed by Amplify Partners) that provides composable data-aggregation, analytics and insight APIs so data engin...

Composite
44.8
Agent
72.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.8/100 · thin
Contract Quality 14.3 / 25
Developer Ergonomics 13.0 / 20
Commercial Clarity 4.7 / 20
Operational Transparency 2.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
974
APIOps Cycles Canvas screenshot
APIOps Cycles Canvas Thin agent ready

APIOps Cycles Canvases are structured workshop tools for API strategy, design, and business modeling. The collection includes 10 canvas types covering API bu...

Composite
44.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality 17.7 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 6.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
975
Elastic Stack (ELK Stack) screenshot
Elastic Stack (ELK Stack) Thin agent ready

The Elastic Stack (formerly known as the ELK Stack) is a collection of open-source products from Elastic - Elasticsearch, Logstash, Kibana, and Beats - desig...

Composite
44.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality 12.2 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 11.6 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
976
Verdaccio screenshot
Verdaccio Thin agent ready

Verdaccio is an open-source, lightweight private npm proxy registry built in Node.js that enables organizations to host, cache, and manage packages privately...

Composite
44.7
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality 16.3 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 0.7 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
977
Adaption screenshot
Adaption Thin agent native

Adaption (Adaption Labs) is a San Francisco AI research company building adaptive, continuously-learning AI systems rather than relying on ever-larger static...

Composite
44.6
Agent
63.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.6/100 · thin
Contract Quality 13.7 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.0 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 64/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
978
Configure8 screenshot
Configure8 Thin agent ready

Configure8 is a commercial Internal Developer Portal (IDP) that gives engineering organizations a unified catalog of services, environments, and resources, w...

Composite
44.6
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.6/100 · thin
Contract Quality 12.8 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
979
UCloud Thin agent aware

UCloud (优刻得, UCloud Technology Co., Ltd.) is a neutral Chinese cloud computing provider listed on the SSE STAR Market (688158), offering compute (UHost, bare...

Composite
44.6
Agent
27.9
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.6/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 15.7 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
980
American Airlines Thin agent aware

American Airlines is one of the world's largest airlines, operating an extensive domestic and international route network. The company's Runway developer exp...

Composite
44.5
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.5/100 · thin
Contract Quality 15.1 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
981
Keyper screenshot
Keyper Thin agent aware

keyper is an Austrian technology company providing connected ticketing and digital access solutions. Its developer platform lets ticketing systems, resellers...

Composite
44.4
Agent
26.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.4/100 · thin
Contract Quality 15.5 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 26/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
982
Radicle Thin agent ready

Radicle is a sovereign, peer-to-peer code collaboration stack built on Git, developed by Radicle (radicle.dev) and backed by Electric Capital. Instead of rel...

Composite
44.4
Agent
50.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.4/100 · thin
Contract Quality 12.1 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 2.1 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 50/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
983
Tallyfy Thin agent ready

Tallyfy is workflow and business process management software that lets teams document, launch, track, and automate repeatable processes, SOPs, approvals, and...

Composite
44.4
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.4/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 14.8 / 20
Commercial Clarity 8.9 / 20
Operational Transparency 5.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
984
TrueBiz Thin agent ready

TrueBiz automates merchant risk assessment by analyzing a business's internet footprint. Its Web Presence Review API scores a merchant's legitimacy and risk ...

Composite
44.4
Agent
51.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.4/100 · thin
Contract Quality 13.8 / 25
Developer Ergonomics 11.3 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Regulatory · Payments 8.1 / 15
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
985
APILayer screenshot
APILayer Thin human only

APILayer is an API marketplace and hub that enables developers to discover, integrate, and build with high-quality, reliable API services. The platform hosts...

Composite
44.3
Agent
6.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality 6.6 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 12.6 / 20
Operational Transparency 4.8 / 13
Governance 8.8 / 12
Discoverability 9.3 / 10
Agent readiness — 7/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
986
AppNeta (Broadcom Software) screenshot
AppNeta (Broadcom Software) Thin agent aware

AppNeta is a network performance monitoring (NPM) platform, now part of Broadcom's Enterprise Software (IT Operations Management) portfolio, delivering conti...

Composite
44.3
Agent
23.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 10.4 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 23/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
987
Cubist screenshot
Cubist Thin agent native

Cubist builds hardware-backed key management and embedded wallet infrastructure for Web3. Its flagship product, CubeSigner, generates and seals cryptographic...

Composite
44.3
Agent
65.4
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality 12.8 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 7.4 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 65/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
988
detectify screenshot
detectify Thin agent aware

Detectify is an External Attack Surface Management (EASM) and Dynamic Application Security Testing (DAST) platform that continuously discovers an organizatio...

Composite
44.3
Agent
33.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 12.2 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.1 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 3 / 3
989
Pieces screenshot
Pieces Thin agent aware

Pieces is an on-device AI developer assistant and long-term memory tool. Pieces OS runs locally on the developer's machine and exposes a documented local RES...

Composite
44.3
Agent
44.2
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality 12.8 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 7.9 / 12
Discoverability 8.8 / 10
Agent readiness — 44/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
990
Apache Zipkin screenshot
Apache Zipkin Thin agent aware

Apache Zipkin is a distributed tracing system that helps gather timing data needed to troubleshoot latency problems in service architectures. It manages both...

Composite
44.2
Agent
38.5
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 11.5 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 6.2 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 39/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
991
Beeceptor screenshot
Beeceptor Thin agent ready

Beeceptor is an API mocking, HTTP debugging, and proxy platform that lets developers create mock servers instantly without any coding. It supports REST, SOAP...

Composite
44.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 13.6 / 25
Developer Ergonomics 4.3 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 5.5 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
992
Google Cloud Platform screenshot
Google Cloud Platform Thin agent ready

Google Cloud Platform provides a comprehensive suite of cloud computing services including compute, storage, databases, machine learning, networking, and more.

Composite
44.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 12.0 / 25
Developer Ergonomics 7.8 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 6.8 / 13
Governance 0.0 / 12
Discoverability 5.5 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
993
Mammoth Media screenshot
Mammoth Media Thin agent ready

Mammoth Media is a Greylock-backed consumer technology company whose current product is TokenBot (mammoth.la now redirects to tokenbot.com) — a social, copy-...

Composite
44.2
Agent
58.7
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 17.0 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 3.8 / 13
Governance 0.0 / 12
Discoverability 9.3 / 10
Regulatory · Securities & Market Data 8.1 / 15
Agent readiness — 59/100 · agent ready
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
994
Meter Thin agent ready

Meter is a high-performance, EVM-compatible Layer-1 blockchain and cross-chain infrastructure network built for the Web3 economy, backed by General Catalyst ...

Composite
44.2
Agent
53.8
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 12.9 / 25
Developer Ergonomics 13.9 / 20
Commercial Clarity 2.6 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 54/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 12 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
995
Puppet Thin agent aware

Puppet (Perforce Puppet, formerly Puppet Labs) is an infrastructure automation and configuration-management platform used by more than 40,000 organizations t...

Composite
44.2
Agent
22.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 14.3 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
996
Scalability screenshot
Scalability Thin agent aware

A subject-matter collection covering APIs, tools, frameworks, and data sources related to application scalability, infrastructure scaling, performance optimi...

Composite
44.2
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 13.2 / 25
Developer Ergonomics 0.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
997
Scalable Architecture screenshot
Scalable Architecture Thin agent aware

A subject-matter collection covering APIs, patterns, tools, and frameworks for building scalable system architecture. This topic encompasses microservices de...

Composite
44.2
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 13.2 / 25
Developer Ergonomics 0.4 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 10.4 / 12
Discoverability 7.5 / 10
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
998
Subbly Thin agent ready

Subbly is a subscription-first commerce platform for building and running subscription boxes, memberships, and recurring-product businesses without code. Alo...

Composite
44.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 14.0 / 25
Developer Ergonomics 7.4 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 4.1 / 13
Governance 0.0 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
999
Vers Thin agent ready

Vers is "git for running compute" — a branchable microVM platform from HD Research (hdresearch) that lets you fork a live virtual machine (memory, processes,...

Composite
44.2
Agent
59.6
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 10.6 / 25
Developer Ergonomics 16.1 / 20
Commercial Clarity 6.8 / 20
Operational Transparency 0.7 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 60/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 15
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 9 / 9
Stable Error Semantics 8 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
1000
Yonsei University screenshot
Yonsei University Thin agent ready

Yonsei University is a private research university in Seoul, South Korea, founded in 1885 and ranked #73 in the QS World University Rankings 2025. Its public...

Composite
44.2
Agent
48.1
Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality 15.3 / 25
Developer Ergonomics 2.2 / 20
Commercial Clarity 5.8 / 20
Operational Transparency 3.4 / 13
Governance 8.8 / 12
Discoverability 8.8 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
MCP Server 0 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
Emerging 702 15–29.9 More than an index entry but still mostly links rather than artifacts.

Showing 0 of 702 — this listing renders the top 1000 providers by Kin Score.

Minimal 434 0–14.9 Index entry only; little beyond a description and a link.

Showing 0 of 434 — this listing renders the top 1000 providers by Kin Score.

Not Yet Rated 78 Providers we have not scored yet — unknown, not zero.

Showing 0 of 78 — this listing renders the top 1000 providers by Kin Score.