Artificial Intelligence
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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4912 providers · showing the top 1000 by Kin Score
Exemplar 54 70+ Reference-quality API operations across every facet.
1
Salesforce Exemplar agent native
Salesforce is a cloud-based customer relationship management (CRM) platform that provides a comprehensive suite of enterprise applications for sales, service...
Composite
80.5
Agent
76.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 80.5/100 · exemplar
Contract Quality
20.4 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
10.3 / 13
Governance
10.4 / 12
Discoverability
8.0 / 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
2
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
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
3
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
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
4
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
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
5
Amazon Kendra Exemplar agent ready
Amazon Kendra is an intelligent enterprise search service powered by machine learning that enables organizations to index and search across multiple data sou...
Composite
78.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 78.3/100 · exemplar
Contract Quality
19.8 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
17.4 / 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
6
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
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
7
Amazon Rekognition Exemplar agent native
Amazon Rekognition is a cloud-based computer vision service that makes it easy to add image and video analysis to your applications, providing capabilities s...
Composite
77.4
Agent
80.8
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
12.2 / 20
Commercial Clarity
17.4 / 20
Operational Transparency
10.3 / 13
Governance
10.4 / 12
Discoverability
9.3 / 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
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 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
8
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
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
9
Amazon SageMaker Exemplar agent ready
Amazon SageMaker is a fully managed machine learning platform that enables developers and data scientists to build, train, and deploy machine learning models...
Composite
76.4
Agent
45.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 76.4/100 · exemplar
Contract Quality
18.2 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
17.4 / 20
Operational Transparency
8.2 / 13
Governance
10.4 / 12
Discoverability
9.3 / 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
10
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
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
11
Dust Exemplar agent ready
Dust is a Paris-based enterprise AI platform for building, deploying, and operating teams of AI agents that have shared context across a company's knowledge ...
Composite
76.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 76.0/100 · exemplar
Contract Quality
18.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
15.3 / 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
12
ChatGPT Exemplar agent native
OpenAI's ChatGPT API for conversational AI and language model interactions.
Composite
75.9
Agent
80.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.9/100 · exemplar
Contract Quality
16.1 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
10.3 / 13
Governance
8.8 / 12
Discoverability
8.0 / 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
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 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
13
Amazon Entity Resolution Exemplar agent ready
Amazon Entity Resolution is a service that helps you match and link related records across multiple applications, channels, and data stores using machine lea...
Composite
75.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.8/100 · exemplar
Contract Quality
20.1 / 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
14
Affinda Exemplar agent ready
Affinda is an Intelligent Document Processing (IDP) platform that uses AI to extract structured data from documents — resumes, invoices, receipts, contracts,...
Composite
75.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.5/100 · exemplar
Contract Quality
17.5 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
7.9 / 13
Governance
8.8 / 12
Discoverability
8.8 / 10
Regulatory · Banking & Open Finance
9.8 / 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
15
Boomi Exemplar agent ready
Boomi is a leading integration platform that allows organizations to connect applications, data, and people across cloud and on-premise environments. By leve...
Composite
75.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.5/100 · exemplar
Contract Quality
20.9 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
10.3 / 13
Governance
7.3 / 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
16
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
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
17
Vapi Exemplar agent native
Vapi is a San Francisco-based voice AI platform that lets developers build real-time, low-latency voice agents over phone, web, and SIP. It orchestrates thre...
Composite
75.4
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.4/100 · exemplar
Contract Quality
19.2 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
9.9 / 13
Governance
7.3 / 12
Discoverability
8.0 / 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
18
Amazon Connect Exemplar agent ready
Amazon Connect is a cloud-based contact center service that makes it easy to set up and manage a customer contact center and provide reliable customer engage...
Composite
75.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.3/100 · exemplar
Contract Quality
20.4 / 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
19
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
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
20
Anthropic Exemplar agent native
Anthropic is an AI safety company and creator of the Claude family of large language models (Opus, Sonnet, Haiku). The Claude API provides access to Claude m...
Composite
75.1
Agent
86.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.1/100 · exemplar
Contract Quality
20.0 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
8.9 / 13
Governance
6.3 / 12
Discoverability
6.8 / 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
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
3 / 3
21
Databricks Exemplar agent native
Collection of Databricks REST APIs for managing workspaces, clusters, jobs, and data operations.
Composite
75.0
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 75.0/100 · exemplar
Contract Quality
16.6 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
10.3 / 13
Governance
8.8 / 12
Discoverability
6.8 / 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
22
Exa Exemplar agent native
Exa is a web search API and AI research platform built specifically for LLMs and agents — semantic and keyword search across the open web with token-efficien...
Composite
74.9
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 74.9/100 · exemplar
Contract Quality
17.8 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
8.9 / 13
Governance
8.8 / 12
Discoverability
9.3 / 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
7 / 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
23
Paragon Exemplar agent native
Paragon is the Integration Infrastructure Platform for B2B SaaS and AI products. The platform combines Connect Portal (managed user authentication for 130+ S...
Composite
74.9
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 74.9/100 · exemplar
Contract Quality
19.0 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
16.3 / 20
Operational Transparency
11.3 / 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
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
24
Okta Exemplar agent native
Okta is the workforce identity incumbent — its Identity Cloud platform (also called the Okta Workforce Identity Platform) covers Single Sign-On, Adaptive MFA...
Composite
74.7
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 74.7/100 · exemplar
Contract Quality
19.0 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
16.3 / 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
25
Ashby Exemplar agent native
Ashby is a modern all-in-one recruiting platform combining Applicant Tracking System (ATS), sourcing/CRM, interview scheduling, structured-hiring workflows, ...
Composite
74.5
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 74.5/100 · exemplar
Contract Quality
18.9 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
16.3 / 20
Operational Transparency
10.3 / 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
26
Pipedream Exemplar agent ready
Pipedream is a developer-centric integration platform providing three product lines: Workflows (code-level event-driven automation in Node.js/Python/Go/Bash)...
Composite
74.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 74.4/100 · exemplar
Contract Quality
16.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
10.3 / 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
27
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
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
28
Remote Exemplar agent native
Remote.com is a global employment platform that lets companies hire, pay, and manage employees and contractors in 90+ countries without setting up local enti...
Composite
73.8
Agent
76.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 73.8/100 · exemplar
Contract Quality
18.6 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
8.9 / 13
Governance
7.9 / 12
Discoverability
9.3 / 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
29
Claude Exemplar agent ready
Anthropic's Claude AI assistant API for natural language processing and conversation.
Composite
73.6
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 73.6/100 · exemplar
Contract Quality
19.6 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
8.9 / 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
30
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
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
31
Amazon Polly Exemplar agent ready
Amazon Polly is a cloud service that converts text into lifelike speech, enabling you to create applications that talk and build entirely new categories of s...
Composite
73.0
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 73.0/100 · exemplar
Contract Quality
17.4 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
6.8 / 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
32
IBM Exemplar agent native
A collection of IBM's public APIs and developer resources.
Composite
72.7
Agent
74.0
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
33
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
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
34
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
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
35
Ironclad Exemplar agent ready
Ironclad is the enterprise contract lifecycle management (CLM) platform used by legal, sales, procurement, and finance teams to draft, negotiate, approve, si...
Composite
72.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 72.5/100 · exemplar
Contract Quality
17.8 / 25
Developer Ergonomics
10.4 / 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
36
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
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
37
OpenAI Exemplar agent ready
APIs for accessing OpenAI's artificial intelligence models including GPT, DALL-E, Whisper, and Embeddings.
Composite
72.2
Agent
58.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 72.2/100 · exemplar
Contract Quality
19.6 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.2 / 13
Governance
7.9 / 12
Discoverability
6.8 / 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
38
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
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
39
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
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
40
Bright Data Exemplar agent ready
Bright Data is an Israeli web data platform and operator of the world's largest legitimate residential proxy network (400M+ IPs across 195 countries). The pl...
Composite
72.0
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 72.0/100 · exemplar
Contract Quality
16.8 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
18.4 / 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
41
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
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
42
Adobe Exemplar agent ready
Adobe provides APIs and developer resources for its creative, document, and experience cloud platforms. Developers can integrate with PDF services, Creative ...
Composite
71.7
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 71.7/100 · exemplar
Contract Quality
19.7 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
5.5 / 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
43
Auth0 Exemplar agent native
Auth0 (now part of Okta) is a leading identity-as-a-service platform providing authentication and authorization for applications, APIs, and AI agents. It imp...
Composite
71.7
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 71.7/100 · exemplar
Contract Quality
16.9 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.9 / 13
Governance
9.5 / 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
44
Amazon HealthImaging Exemplar agent ready
AWS HealthImaging is a HIPAA-eligible service that helps healthcare providers and their software partners store, transform, and apply machine learning to med...
Composite
71.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 71.6/100 · exemplar
Contract Quality
17.7 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
13.7 / 20
Operational Transparency
6.8 / 13
Governance
10.4 / 12
Discoverability
10.0 / 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
45
Meta Exemplar agent native
Collection of Meta (Facebook) platform APIs for social networking, messaging, advertising, content publishing, AI, and developer tools across Facebook, Insta...
Composite
71.4
Agent
79.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 71.4/100 · exemplar
Contract Quality
14.4 / 25
Developer Ergonomics
18.7 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
9.9 / 13
Governance
8.8 / 12
Discoverability
7.5 / 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
46
Onfleet Exemplar agent native
Onfleet is an AI-powered last-mile delivery management platform that orchestrates fleet operations, dispatch, route optimization, and customer experience acr...
Composite
71.2
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 71.2/100 · exemplar
Contract Quality
18.8 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
4.8 / 13
Governance
8.8 / 12
Discoverability
10.0 / 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
47
Composio Exemplar agent native
Composio is an agent execution platform that bridges AI decision-making and real-world action across 1000+ apps through just-in-time tool calls, secure deleg...
Composite
71.0
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 71.0/100 · exemplar
Contract Quality
15.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
8.9 / 13
Governance
8.8 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
48
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
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
49
Replicate Exemplar agent native
Replicate lets you run machine learning models in the cloud with a simple API. Thousands of open-source models are available, and you can run your own custom...
Composite
70.7
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 70.7/100 · exemplar
Contract Quality
18.6 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
8.9 / 13
Governance
6.3 / 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
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
50
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
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
51
Teradata Exemplar agent ready
Teradata provides enterprise analytics and data management solutions. The Teradata VantageCloud platform delivers connected multi-cloud data analytics with c...
Composite
70.7
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 70.7/100 · exemplar
Contract Quality
17.4 / 25
Developer Ergonomics
16.1 / 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
52
Rye Exemplar agent native
Rye is agentic commerce infrastructure - a Universal Checkout API that turns any product URL into a completed order without redirecting the shopper. Develope...
Composite
70.6
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 70.6/100 · exemplar
Contract Quality
17.9 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
12.3 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
11.7 / 15
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
53
Inworld AI Exemplar agent native
Inworld AI is a real-time voice AI infrastructure provider. The Inworld platform delivers text-to-speech, speech-to-text, an end-to-end speech-to-speech Real...
Composite
70.4
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 70.4/100 · exemplar
Contract Quality
19.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
10.3 / 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
54
Amazon QuickSight Exemplar agent ready
Amazon QuickSight is a scalable, serverless, embeddable, machine learning-powered business intelligence service built for the cloud that enables you to creat...
Composite
70.2
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 70.2/100 · exemplar
Contract Quality
16.6 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
15.8 / 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
Strong 163 60–69.9 Solid contracts, transparent operations, and an easy start.
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.8/100 · strong
Contract Quality
19.5 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
8.9 / 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
56
Lev Strong agent native
Lev is an AI platform and product system for commercial real estate (CRE) teams, used by sponsors, financing brokers, investment-sales brokers, lenders, capi...
Composite
69.8
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.8/100 · strong
Contract Quality
14.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
9.6 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Securities & Market Data
13.1 / 15
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
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
57
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
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
58
Amazon Personalize Strong agent ready
Amazon Personalize is a fully managed machine learning service that enables developers to create individualized recommendations for customers using their app...
Composite
69.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.6/100 · strong
Contract Quality
18.2 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
17.4 / 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
59
Tray.ai Strong agent ready
Tray.ai (formerly Tray.io) is an AI-ready enterprise orchestration platform for data and AI, combining a Merlin Agent Builder for no-code AI agent creation, ...
Composite
69.6
Agent
48.1
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
6.5 / 20
Commercial Clarity
16.3 / 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
60
Amazon Lookout for Vision Strong agent ready
Amazon Lookout for Vision is a machine learning service that spots defects and anomalies in visual representations using computer vision. With just a small s...
Composite
69.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.5/100 · 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
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
61
Amazon Forecast Strong agent ready
Amazon Forecast is a fully managed service that uses machine learning to deliver highly accurate forecasts. It analyzes your historical time-series data and ...
Composite
69.4
Agent
48.1
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
62
ZenML Strong agent ready
ZenML is an open-source MLOps and LLMOps framework that unifies machine learning and generative AI workflows through a single orchestration, versioning, and ...
Composite
69.4
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.4/100 · strong
Contract Quality
16.5 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
8.9 / 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
63
Amazon Fraud Detector Strong agent ready
Amazon Fraud Detector is a fully managed service that uses machine learning to identify potentially fraudulent activities and accurately distinguish between ...
Composite
69.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.3/100 · strong
Contract Quality
20.5 / 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
64
Amazon Macie Strong agent ready
Amazon Macie is a data security service that discovers sensitive data by using machine learning and pattern matching, provides visibility into data security ...
Composite
69.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.2/100 · strong
Contract Quality
17.4 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
16.3 / 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
65
Heidi Health Strong agent ready
Heidi Health is a Melbourne, Australia-founded AI care partner for clinicians, founded in 2019 by Dr. Tom Kelly (CEO), Waleed Mussa (CFO), and Yu Liu (CTO). ...
Composite
69.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 69.2/100 · strong
Contract Quality
17.4 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
4.1 / 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
66
Hyperbolic Strong agent ready
Hyperbolic is an open-access AI cloud and decentralized GPU marketplace serving 200,000+ builders with affordable inference and bare-metal compute. The platf...
Composite
68.6
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.6/100 · strong
Contract Quality
18.2 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
12.1 / 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
67
Chainstack Strong agent ready
Chainstack is a managed multi-chain RPC and node infrastructure platform supporting 70+ blockchain protocols including Ethereum, Solana, Bitcoin, BNB Smart C...
Composite
68.5
Agent
53.8
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
10.0 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
9.6 / 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
68
Microsoft Copilot Strong agent ready
Microsoft Copilot is an AI-powered assistant that helps users with productivity tasks, content generation, and information retrieval across Microsoft 365 app...
Composite
68.5
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality
18.4 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
9.6 / 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
69
Pinecone Strong agent ready
With its vector database at the core, Pinecone is the leading knowledge platform for building accurate, secure, and scalable AI applications. The Pinecone AP...
Composite
68.5
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality
15.1 / 25
Developer Ergonomics
7.8 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
9.6 / 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
70
WorkOS Strong agent native
WorkOS is the "Enterprise Ready" identity platform for B2B SaaS — providing AuthKit user management, enterprise SSO (SAML/OIDC), Directory Sync (SCIM 2.0), M...
Composite
68.5
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.5/100 · strong
Contract Quality
16.6 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
8.9 / 13
Governance
10.4 / 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
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
71
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
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
72
ReadMe Strong agent ready
ReadMe is a developer hub platform that helps companies design, document, and operate their APIs. The platform combines hosted API reference (OpenAPI-driven)...
Composite
68.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.4/100 · strong
Contract Quality
16.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
7.5 / 13
Governance
5.7 / 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
73
Amazon Transcribe Strong agent ready
Amazon Transcribe is a speech-to-text service that uses machine learning models to convert audio to text, supporting real-time streaming and batch transcript...
Composite
68.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.3/100 · strong
Contract Quality
17.3 / 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
74
Runloop Strong agent ready
Runloop is the AI Agent Accelerator — secure code sandboxes (Devboxes), evaluation infrastructure (Benchmarks, Scenarios), and production-grade orchestration...
Composite
68.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.3/100 · strong
Contract Quality
18.8 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
13.2 / 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
75
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
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
76
Amazon Kinesis Video Streams Strong agent ready
Amazon Kinesis Video Streams makes it easy to securely stream video from connected devices to AWS for analytics, machine learning, playback, and other proces...
Composite
68.2
Agent
48.1
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
77
Amazon Lookout for Equipment Strong agent ready
Amazon Lookout for Equipment uses machine learning to analyze sensor data from your industrial equipment and detect abnormal patterns that signal potential f...
Composite
68.2
Agent
48.1
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
78
Amazon Panorama Strong agent ready
AWS Panorama is a machine learning appliance and software development kit (SDK) that brings computer vision to on-premises cameras. It allows organizations t...
Composite
68.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.2/100 · strong
Contract Quality
17.6 / 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
79
S&P Global Strong agent native
S&P Global (NYSE SPGI) is the parent of S&P Global Ratings, S&P Global Market Intelligence, S&P Dow Jones Indices, S&P Global Commodity Insights (Platts), S&...
Composite
68.1
Agent
88.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 68.1/100 · strong
Contract Quality
18.0 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
4.8 / 13
Governance
7.9 / 12
Discoverability
8.8 / 10
Agent readiness — 89/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
80
Amadeus Strong agent native
Amadeus for Developers is the self-service developer program from Amadeus IT Group, the leading technology provider for the global travel and tourism industr...
Composite
67.9
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.9/100 · strong
Contract Quality
19.0 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
0.7 / 13
Governance
10.4 / 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
81
Amazon Translate Strong agent ready
Amazon Translate is a neural machine translation service that delivers fast, high-quality, affordable, and customizable language translation for applications...
Composite
67.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.8/100 · strong
Contract Quality
17.3 / 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
82
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
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
83
OpenRouter Strong agent ready
OpenRouter is an API platform that provides unified access to multiple AI language models through a single interface. OpenRouter acts as a "router" or gatewa...
Composite
67.7
Agent
55.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.7/100 · strong
Contract Quality
17.1 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
6.8 / 13
Governance
8.8 / 12
Discoverability
8.8 / 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
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
84
Viam Strong agent ready
Viam is a robotics and edge AI platform founded in 2020 by Eliot Horowitz (MongoDB co-founder and former CTO). It pairs viam-server — a gRPC-based runtime th...
Composite
67.7
Agent
54.8
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
12.2 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
4.8 / 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
85
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
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
86
Google Analytics Strong agent native
Google Analytics provides data and insights about website and app usage, enabling businesses to understand their audience and optimize their digital properti...
Composite
67.5
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.5/100 · strong
Contract Quality
15.8 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
8.9 / 13
Governance
8.8 / 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
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
87
Recraft Strong agent ready
Recraft is a London-based AI design platform — founded in 2023 by Anna Veronika Dorogush (creator of the CatBoost ML framework) — that builds production-grad...
Composite
67.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.5/100 · strong
Contract Quality
17.7 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
15.8 / 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
88
Trigger.dev Strong agent ready
Trigger.dev is an open source platform for building and deploying fully-managed AI agents and background workflows in TypeScript. It provides durable task ex...
Composite
67.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.4/100 · strong
Contract Quality
18.7 / 25
Developer Ergonomics
9.1 / 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
89
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
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
90
Kita Strong agent native
Kita is an AI-native loan origination and underwriting company (Y Combinator W26, San Francisco) building document intelligence and credit decisioning for le...
Composite
67.1
Agent
97.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.1/100 · strong
Contract Quality
17.6 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Insurance
11.7 / 15
Agent readiness — 97/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.1/100 · strong
Contract Quality
16.8 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
16.8 / 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
92
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
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
93
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
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
94
Amazon Q Strong agent ready
Amazon Q is a generative AI-powered assistant that helps with various tasks including answering questions, generating content, and taking actions based on yo...
Composite
67.0
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 67.0/100 · strong
Contract Quality
14.8 / 25
Developer Ergonomics
10.4 / 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
95
Amazon Glue DataBrew Strong agent ready
AWS Glue DataBrew is a visual data preparation tool that makes it easy for data analysts and data scientists to clean and normalize data to prepare it for an...
Composite
66.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.9/100 · 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
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
96
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
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
97
Vectara Strong agent ready
Vectara is a Retrieval Augmented Generation (RAG) as a service platform that provides grounded generative AI for enterprises. The API-first platform exposes ...
Composite
66.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.8/100 · strong
Contract Quality
17.0 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
13.7 / 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
98
Amazon DeepRacer Strong agent ready
AWS DeepRacer is an autonomous 1/18th scale race car designed to test reinforcement learning (RL) models by racing on a physical track. It provides a fully a...
Composite
66.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.7/100 · strong
Contract Quality
17.7 / 25
Developer Ergonomics
8.3 / 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
99
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
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
100
Amazon Mechanical Turk Strong agent ready
Amazon Mechanical Turk (MTurk) is a crowdsourcing marketplace that makes it easier for individuals and businesses to coordinate the use of human intelligence...
Composite
66.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.6/100 · strong
Contract Quality
18.4 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
14.7 / 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
101
Amazon Supply Chain Strong agent ready
AWS Supply Chain is a cloud-based application that works with your existing enterprise resource planning (ERP) and supply chain management systems to help yo...
Composite
66.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.6/100 · strong
Contract Quality
16.0 / 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
102
Parallel Strong agent native
Parallel Web Systems builds web APIs purpose-built for AI agents: a high-accuracy Search API, an Extract API that turns URLs into clean LLM-ready markdown, a...
Composite
66.5
Agent
81.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.5/100 · strong
Contract Quality
17.4 / 25
Developer Ergonomics
16.1 / 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
103
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
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
104
Dataiku Strong agent ready
Dataiku is an advanced data science and machine learning platform that enables teams to build and deploy AI applications at scale.
Composite
66.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.3/100 · strong
Contract Quality
16.8 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
14.2 / 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
105
Lakera Strong agent native
Lakera is an AI-native security platform that protects GenAI applications, agents, and workforces from prompt injection, data leakage, PII exposure, content ...
Composite
66.2
Agent
66.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.2/100 · strong
Contract Quality
18.4 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
0.7 / 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
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
106
Leonardo.AI Strong agent native
Leonardo.AI is an Australian generative-AI company (acquired by Canva in July 2024) offering a Production API for AI image generation, video generation, 3D m...
Composite
66.2
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.2/100 · strong
Contract Quality
20.1 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
4.4 / 13
Governance
7.3 / 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
107
Thoughtly Strong agent ready
Thoughtly is an AI voice and chat agent platform that helps revenue and support teams contact every lead across every channel — voice, SMS, email, WhatsApp, ...
Composite
66.2
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 66.2/100 · strong
Contract Quality
17.0 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
5.8 / 13
Governance
10.4 / 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
108
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
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
109
Amazon Bedrock Strong agent aware
Amazon Bedrock is a fully managed AWS service that makes high-performing foundation models from leading AI companies available through a unified API for buil...
Composite
65.5
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.5/100 · strong
Contract Quality
16.6 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
16.3 / 20
Operational Transparency
5.5 / 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
110
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
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
111
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
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
112
AgentQL Strong agent ready
AgentQL connects LLMs and AI agents to the entire web through a specialized query language, REST API, and Python/JavaScript SDKs. It enables web scraping, da...
Composite
65.4
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.4/100 · strong
Contract Quality
17.0 / 25
Developer Ergonomics
14.8 / 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
113
Civitai Strong agent native
Civitai is the largest open community for Stable Diffusion, SDXL, Flux, and video AI models — hosting over a million model checkpoints, LoRAs, embeddings, an...
Composite
65.4
Agent
73.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.4/100 · strong
Contract Quality
17.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
5.8 / 13
Governance
8.8 / 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
114
Gridspace Strong agent native
Gridspace is a voice AI company (founded 2013) that now operates as Guava (goguava.ai) — a voice agent platform built for regulated industries such as health...
Composite
65.4
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.4/100 · strong
Contract Quality
15.4 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
9.8 / 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
115
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
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
116
DroneDeploy Strong agent ready
DroneDeploy is the unified reality-capture platform for construction, agriculture, mining, energy, oil & gas, and inspection workflows. Founded in 2013 and h...
Composite
65.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.3/100 · strong
Contract Quality
19.3 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
14.7 / 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
117
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
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
118
Barndoor Strong agent ready
Barndoor AI is the control plane for agentic AI, providing secure access and governance for AI agents and Model Context Protocol (MCP) servers. Founded in 20...
Composite
65.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.1/100 · strong
Contract Quality
16.7 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
13.2 / 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
119
Browserless Strong agent aware
Browserless is a cloud browser-automation platform that runs managed Chromium, Chrome, Edge, Firefox, and WebKit browsers for Puppeteer, Playwright, and Sele...
Composite
65.1
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 65.1/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.9 / 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
120
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
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
121
Coveo Strong agent ready
Coveo is a cloud-based AI-relevance platform that delivers personalized search, recommendations, and discovery experiences across digital workplaces, custome...
Composite
64.9
Agent
59.6
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
10.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
4.8 / 13
Governance
10.4 / 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
122
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
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
123
E2B Strong agent ready
E2B (e2b-dev) provides secure, isolated cloud sandboxes for AI agents and AI-generated code, built on a forked Firecracker microVM runtime. The platform ship...
Composite
64.7
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.7/100 · strong
Contract Quality
15.9 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
13.7 / 20
Operational Transparency
2.7 / 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
124
LALAL.AI Strong agent ready
LALAL.AI is an AI-powered audio separation and voice technology platform operated by OmniSale GmbH. It uses proprietary neural networks (Andromeda, Perseus, ...
Composite
64.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.7/100 · strong
Contract Quality
18.5 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
14.2 / 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
125
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
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
126
Google Cloud Contact Center AI Strong agent ready
Google Cloud Contact Center AI (CCAI) provides AI-powered solutions for contact centers, enabling virtual agents, agent assist capabilities, and insights fro...
Composite
64.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.5/100 · strong
Contract Quality
15.9 / 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
127
Google Cloud Dialogflow CX Strong agent ready
Google Cloud Dialogflow CX is an advanced conversational AI platform for building complex virtual agents and chatbots. It provides a visual flow builder, adv...
Composite
64.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.5/100 · strong
Contract Quality
15.9 / 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
128
Google Cloud Vision Strong agent ready
Google Cloud Vision API enables developers to integrate image analysis features including label detection, face detection, OCR text extraction, object locali...
Composite
64.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.5/100 · strong
Contract Quality
15.5 / 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
129
Google Vertex AI Strong agent ready
Google Vertex AI is a machine learning platform that enables developers and data scientists to build, deploy, and scale ML models, including generative AI mo...
Composite
64.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.5/100 · strong
Contract Quality
15.5 / 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
130
Mindee Strong agent native
Mindee is a document parsing and intelligent document processing platform. Its REST API (api-v2.mindee.net) provides asynchronous inference across five model...
Composite
64.5
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.5/100 · strong
Contract Quality
19.4 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.8 / 13
Governance
10.4 / 12
Discoverability
8.8 / 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
131
Regal Strong agent ready
Regal is a New York City-based AI Agent Platform purpose-built for contact center operations. The Regal platform lets enterprises design, test, deploy, monit...
Composite
64.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.5/100 · strong
Contract Quality
20.3 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
16.3 / 20
Operational Transparency
2.1 / 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
132
Alteryx Strong agent ready
Alteryx is an analytics automation platform that enables data analysts and scientists to break data barriers, deliver insights, and experience the thrill of ...
Composite
64.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.4/100 · strong
Contract Quality
16.8 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
15.8 / 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
133
Lambda Strong agent ready
Lambda gives your team instant access to the compute you need to build and deploy Artificial Intelligence. Lambda Cloud provides on-demand GPU instances powe...
Composite
64.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.4/100 · strong
Contract Quality
16.7 / 25
Developer Ergonomics
10.4 / 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
134
Toolhouse Strong agent ready
Toolhouse is a Backend-as-a-Service platform for building, deploying, and managing "AI workers" (Toolhouse's current product noun, used interchangeably with ...
Composite
64.4
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.4/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
10.5 / 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
135
Google Cloud Natural Language Strong agent ready
Google Cloud Natural Language API provides natural language understanding technologies including sentiment analysis, entity recognition, entity sentiment ana...
Composite
64.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.3/100 · strong
Contract Quality
15.7 / 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
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
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
137
D-ID Strong agent ready
D-ID is an AI-powered platform for generating talking-head videos and interactive digital human experiences from still photos, text scripts, and audio narrat...
Composite
64.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.2/100 · strong
Contract Quality
19.7 / 25
Developer Ergonomics
5.7 / 20
Commercial Clarity
11.6 / 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
138
Microsoft Azure Strong agent native
Microsoft Azure is a comprehensive cloud computing platform offering IaaS, PaaS, and SaaS solutions for building, deploying, and managing applications throug...
Composite
64.2
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.2/100 · strong
Contract Quality
16.2 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 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
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
139
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
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
140
DeepL Strong agent ready
DeepL is an AI-powered translation service that delivers high-quality machine translation between dozens of languages, with support for context-aware transla...
Composite
64.0
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality
18.8 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
4.1 / 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
141
Google Cloud AutoML Strong agent ready
Google Cloud AutoML enables developers with limited machine learning expertise to train high-quality custom models. It provides a suite of products for train...
Composite
64.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality
15.7 / 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
142
Google Cloud Text-To-Speech Strong agent ready
Google Cloud Text-to-Speech converts text or Speech Synthesis Markup Language (SSML) input into audio data of natural human speech. It provides access to hun...
Composite
64.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality
15.7 / 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
143
Google Cloud Translation Strong agent ready
Google Cloud Translation API enables dynamic translation of text between thousands of language pairs. It supports both basic translation using pre-trained Ne...
Composite
64.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality
15.7 / 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
144
Google Cloud Video Intelligence Strong agent ready
Google Cloud Video Intelligence API makes videos searchable and discoverable by extracting metadata with an easy-to-use REST API. It enables annotation of vi...
Composite
64.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality
15.7 / 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
145
Wolfram|Alpha Strong agent ready
Wolfram|Alpha is a computational knowledge engine that provides answers to natural language queries using a vast curated knowledge base and computational alg...
Composite
64.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 64.0/100 · strong
Contract Quality
20.6 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
12.1 / 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
146
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
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
147
Paradox Strong agent ready
APIs and resources for Paradox, a conversational AI recruiting assistant platform powered by Olivia, an AI assistant that automates candidate screening, inte...
Composite
63.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.9/100 · strong
Contract Quality
17.5 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
12.6 / 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
148
Fundamental Research Labs Strong agent native
Fundamental Research Labs (formerly Altera) is an applied AI research company building autonomous, collaborative AI agents, founded by researchers from MIT E...
Composite
63.7
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.7/100 · strong
Contract Quality
14.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
7.9 / 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
149
Ocrolus Strong agent native
Ocrolus is a fintech document-automation and analytics platform that helps lenders analyze financial documents - bank statements, pay stubs, tax forms and mo...
Composite
63.7
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.7/100 · strong
Contract Quality
16.8 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
9.9 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Insurance
11.7 / 15
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
150
Google Cloud Document AI Strong agent ready
Google Cloud Document AI uses machine learning to automatically classify, extract, and enrich data from documents. It processes scanned and digital documents...
Composite
63.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.6/100 · strong
Contract Quality
15.7 / 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
151
Hyperbrowser Strong agent ready
Hyperbrowser provides cloud browser infrastructure tailored for AI agents, bundling managed Chromium sessions with web scraping, crawling, and data-extractio...
Composite
63.6
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.6/100 · strong
Contract Quality
15.9 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.4 / 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
152
Runway Strong agent native
Runway is an applied AI research company that builds generative AI tools for creative professionals. Their developer platform provides APIs for video generat...
Composite
63.5
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.5/100 · strong
Contract Quality
18.8 / 25
Developer Ergonomics
7.8 / 20
Commercial Clarity
14.7 / 20
Operational Transparency
5.5 / 13
Governance
7.9 / 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
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
153
Deepgram Strong agent ready
Deepgram is an enterprise voice AI platform that provides speech-to-text, text-to-speech, and voice agent APIs powered by advanced AI models. The platform of...
Composite
63.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.4/100 · strong
Contract Quality
19.1 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
6.2 / 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
154
Google Cloud Translation API Strong agent ready
The Google Cloud Translation API provides programmatic access to Google's neural machine translation technology. It enables developers to dynamically transla...
Composite
63.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.4/100 · strong
Contract Quality
15.1 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
14.2 / 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
155
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
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
156
BigID Strong agent ready
BigID is a New York City-headquartered data security platform that combines Data Security Posture Management (DSPM), Data Loss Prevention (DLP), access gover...
Composite
63.2
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.2/100 · strong
Contract Quality
17.2 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
0.7 / 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
157
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
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
158
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
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
159
Natural AI Strong agent native
Natural (natural.com) is the agentic payments platform: one API for AI agents, apps, and businesses to send, receive, and manage money. Agents get FDIC-insur...
Composite
63.0
Agent
90.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 63.0/100 · strong
Contract Quality
16.2 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
13.1 / 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
160
Langdock Strong agent native
Langdock is an enterprise AI platform — "The Platform for AI Adoption" — that lets organizations deploy model-agnostic AI across their workforce through Chat...
Composite
62.8
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.8/100 · strong
Contract Quality
16.3 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
10.9 / 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
161
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
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
162
Vespa Strong agent ready
Vespa is an open-source AI search engine, big-data serving engine, and vector database originally developed inside Yahoo and spun out as Vespa.ai AS. Vespa c...
Composite
62.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.8/100 · strong
Contract Quality
15.1 / 25
Developer Ergonomics
11.7 / 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
163
Celonis Strong agent native
Celonis is the process intelligence and process mining company. Its cloud platform ingests event data from enterprise systems, builds Knowledge Models of how...
Composite
62.7
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.7/100 · strong
Contract Quality
16.4 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
12.1 / 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
164
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
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
165
Google Cloud Speech-To-Text Strong agent ready
Google Cloud Speech-to-Text API converts audio to text using advanced deep learning models, supporting over 125 languages and variants with real-time streami...
Composite
62.5
Agent
48.1
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
9.1 / 20
Commercial Clarity
14.2 / 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
166
Prime Intellect Strong agent ready
Prime Intellect is a San Francisco–based startup building an open and decentralized stack for developing and improving AI agents through reinforcement learni...
Composite
62.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.5/100 · strong
Contract Quality
17.9 / 25
Developer Ergonomics
11.7 / 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
167
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
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
168
Flux Strong agent ready
An open-source text-to-image AI model developed by Black Forest Labs that generates high-quality images from text prompts with improved prompt following and ...
Composite
62.3
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.3/100 · strong
Contract Quality
17.5 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
12.1 / 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
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
169
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
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
170
Advanced Micro Devices Strong agent ready
Advanced Micro Devices (AMD) is a global semiconductor company that develops high-performance computing, graphics, and visualization technologies for data ce...
Composite
62.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.1/100 · strong
Contract Quality
18.6 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
12.1 / 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
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.1/100 · strong
Contract Quality
16.3 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
14.2 / 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
172
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
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
173
Minicor Strong agent native
Minicor (operated by Laminar Run, Inc.) is a platform for building and running desktop automations at scale using computer-use AI agents. Legacy desktop soft...
Composite
62.1
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.1/100 · strong
Contract Quality
17.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
7.2 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
11.7 / 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
0 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
174
TetraScience Strong agent ready
TetraScience is the scientific data and AI platform company behind the Tetra Scientific Data and AI Cloud — purpose-built infrastructure that liberates, repl...
Composite
62.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 62.1/100 · strong
Contract Quality
17.4 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
6.8 / 13
Governance
4.1 / 12
Discoverability
9.3 / 10
Regulatory · Health
9.8 / 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
175
AWS HealthLake Strong agent ready
Amazon HealthLake is a HIPAA-eligible, FHIR R4-compliant managed service for importing, transforming, storing, and querying health data from patients and cli...
Composite
61.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.9/100 · strong
Contract Quality
16.4 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
11.1 / 20
Operational Transparency
4.1 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
Regulatory · Health
9.1 / 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
176
Android Strong agent native
Collection of APIs and services available in the Android ecosystem.
Composite
61.8
Agent
78.8
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
177
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
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
178
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
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
179
Anam.ai Strong agent native
Anam.ai is a real-time interactive AI avatar platform for building conversational video AI agents with photorealistic personas. Its proprietary CARA-4 avatar...
Composite
61.7
Agent
78.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality
14.6 / 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
180
Lightfield Strong agent native
Lightfield is an agent-native customer relationship management (CRM) platform for high-growth and AI-native go-to-market teams. Rather than depending on manu...
Composite
61.7
Agent
90.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality
16.3 / 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 — 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
181
SAP Strong agent native
Collection of SAP's enterprise APIs for business applications and cloud services.
Composite
61.7
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality
18.5 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
7.5 / 13
Governance
6.3 / 12
Discoverability
6.3 / 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
182
SpotDraft Strong agent ready
SpotDraft is an AI-powered Contract Lifecycle Management (CLM) platform headquartered in Bangalore, India, with offices in San Francisco, New York, and Londo...
Composite
61.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality
17.9 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
18.4 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
183
Unify Strong agent ready
Unify is an LLM routing and model gateway platform that enables developers to access 100+ large language model providers through a single unified REST API an...
Composite
61.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.7/100 · strong
Contract Quality
18.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
11.6 / 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
184
Amigo Strong agent native
Amigo is a healthcare AI platform for building, training, and deploying clinical agents across voice and text channels. Built on an event-sourced data founda...
Composite
61.4
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality
16.2 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
7.5 / 10
Regulatory · Health
13.1 / 15
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
185
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
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
186
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
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
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
188
OpenAI APIs Strong agent ready
Collection of OpenAI's artificial intelligence APIs for natural language processing, image generation, speech, and embeddings including Chat Completions, Com...
Composite
61.4
Agent
48.1
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
2.6 / 20
Commercial Clarity
15.8 / 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
189
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
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
190
Veryfi Strong agent native
Veryfi provides AI-powered OCR APIs for extracting structured data from financial documents including receipts, invoices, bank statements, checks, W-2s, W-8s...
Composite
61.4
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.4/100 · strong
Contract Quality
17.6 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
13.7 / 20
Operational Transparency
3.4 / 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
191
Amazon Textract Strong agent aware
Amazon Textract is a machine learning service that automatically extracts text, handwriting, and structured data from scanned documents. It goes beyond simpl...
Composite
61.3
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.3/100 · strong
Contract Quality
13.3 / 25
Developer Ergonomics
5.7 / 20
Commercial Clarity
16.3 / 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
192
FlexAI Strong agent native
FlexAI is managed inference for builders — an OpenAI-compatible API (Token Factory) that provides a single API key across open models for text, code, reasoni...
Composite
61.3
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.3/100 · strong
Contract Quality
14.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
16.8 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
193
Prezent Strong agent native
Prezent is an AI-powered business communications and presentation platform, with Prezent Vivo purpose-built for life sciences teams. Its Prezent Platform API...
Composite
61.3
Agent
90.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.3/100 · strong
Contract Quality
18.5 / 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 · Health
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
194
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
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
195
Xiaoman (OKKI) Strong agent native
Xiaoman Technology (小满科技, OKKI) is an AI-powered foreign-trade sales platform under Alibaba International Station, serving Chinese B2B exporters with the OKK...
Composite
61.2
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.2/100 · strong
Contract Quality
14.8 / 25
Developer Ergonomics
16.1 / 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
196
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
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
197
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
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
198
Mistral AI Strong agent ready
Mistral AI is a French artificial intelligence company that develops and provides frontier large language models and APIs for developers and enterprises. The...
Composite
61.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality
16.7 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
14.7 / 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
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.1/100 · strong
Contract Quality
17.0 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
3.1 / 13
Governance
8.8 / 12
Discoverability
6.8 / 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
200
AlphaSense Strong agent ready
AlphaSense is an AI-powered market intelligence and search platform used by hedge funds, banks, corporates, consulting firms, and law firms to accelerate res...
Composite
61.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.0/100 · strong
Contract Quality
18.4 / 25
Developer Ergonomics
8.7 / 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
201
Beyond Presence Strong agent ready
Beyond Presence (brand "bey") is a Europe-based AI company building real-time conversational AI video agents and speech-to-video (S2V) technology. Its platfo...
Composite
61.0
Agent
56.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 61.0/100 · strong
Contract Quality
17.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.5 / 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
202
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
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
203
Reducto Strong agent ready
Reducto is an agentic document platform that provides a REST API for parsing, extracting, splitting, classifying, and editing complex documents such as PDFs,...
Composite
60.9
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.9/100 · strong
Contract Quality
17.8 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
8.9 / 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
204
Stability AI Strong agent ready
Stability AI is an AI company that develops open-source generative AI models for image, audio, video, and language, including the Stable Diffusion family of ...
Composite
60.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.9/100 · strong
Contract Quality
16.2 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
14.2 / 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
205
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
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
206
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
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
207
ZenRows Strong agent ready
ZenRows is a Spanish web scraping platform headquartered in Madrid that lets developers collect public web data at scale without managing proxies, browsers, ...
Composite
60.7
Agent
55.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.7/100 · strong
Contract Quality
17.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
6.8 / 13
Governance
10.4 / 12
Discoverability
8.8 / 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
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
208
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
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
209
LlamaParse Strong agent ready
LlamaParse is an enterprise document parsing and AI pipeline platform from LlamaIndex that converts complex PDFs, Office files, and 130+ document formats int...
Composite
60.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.5/100 · strong
Contract Quality
15.5 / 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
210
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
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
211
Stellar Cyber Strong agent ready
Stellar Cyber is an Open XDR platform that provides AI-driven security operations capabilities including threat detection, investigation, and response. The p...
Composite
60.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.4/100 · strong
Contract Quality
16.5 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
14.2 / 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
212
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
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
213
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
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
214
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
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
215
Civic Strong agent ready
Civic is a digital identity and security platform offering authentication, identity verification, and AI agent security infrastructure. Core products include...
Composite
60.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.0/100 · strong
Contract Quality
16.1 / 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
216
Mixedbread Strong agent ready
Mixedbread is a Berlin-based AI search and retrieval platform. It provides embeddings (mxbai-embed, Wholembed v3), rerankers (mxbai-rerank v1/v2/v3-listwise)...
Composite
60.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 60.0/100 · strong
Contract Quality
16.7 / 25
Developer Ergonomics
10.4 / 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
217
ThoughtSpot Strong agent native
ThoughtSpot is an agentic analytics and business intelligence platform that turns data into decisions using AI agents (Spotter), Search, automated insights, ...
Composite
60.0
Agent
76.0
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
17.0 / 20
Commercial Clarity
12.1 / 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
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
0 / 3
Developing 644 45–59.9 Real signal across most facets with visible, nameable gaps.
218
Exec Developing agent native
Exec is an AI-powered roleplay and sales-training platform (exec.com) for practicing high-stakes conversations. Teams run voice-based AI roleplays, automatic...
Composite
59.9
Agent
86.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.9/100 · developing
Contract Quality
17.2 / 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 — 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
7 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
219
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
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
220
Neuphonic Developing agent ready
Neuphonic is an ultra-low-latency voice AI platform specializing in real-time text-to-speech synthesis with sub-25ms latency, making it suitable for conversa...
Composite
59.8
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.8/100 · developing
Contract Quality
19.5 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
6.8 / 13
Governance
10.4 / 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
221
Robin AI Developing agent ready
Robin AI is a London-headquartered legal intelligence platform founded in 2019 by former Clifford Chance disputes lawyer Richard Robinson and machine learnin...
Composite
59.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.8/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
15.8 / 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
222
Descript Developing agent ready
Descript is an AI-powered video and audio editing platform. Descript's API lets you programmatically create projects, import media, run AI ("Underlord") edit...
Composite
59.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.7/100 · developing
Contract Quality
14.0 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
20.0 / 20
Operational Transparency
6.2 / 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
223
Lilt Developing agent native
LILT is an AI translation and localization platform that pairs contextual, adaptive machine translation with human linguist verification. The LILT REST API (...
Composite
59.7
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.7/100 · developing
Contract Quality
17.1 / 25
Developer Ergonomics
14.8 / 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
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
224
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
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
225
Browserbase Developing agent ready
Browserbase is a browser-agent platform that provides managed, headless Chromium browsers and supporting web primitives for AI agents and automation workload...
Composite
59.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.4/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
5.7 / 20
Commercial Clarity
12.1 / 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
226
Lambda Developing agent ready
Lambda (formerly Lambda Labs) is a GPU cloud provider offering on-demand NVIDIA GPU instances, 1-Click Clusters of 16-2,000+ interconnected H100 and B200 GPU...
Composite
59.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.4/100 · developing
Contract Quality
16.3 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
16.3 / 20
Operational Transparency
3.4 / 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
227
Unstructured Developing agent ready
Unstructured is a document parsing and pre-processing platform that provides a REST API for ingesting PDFs, HTML, DOCX, images, and more than 50 other file f...
Composite
59.3
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.3/100 · developing
Contract Quality
15.8 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
5.5 / 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
228
AssemblyAI Developing agent ready
Built by AI experts, AssemblyAI's Speech AI models include accurate speech-to-text for voice data (such as calls, virtual meetings, and podcasts), speaker de...
Composite
59.2
Agent
49.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.2/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
6.8 / 13
Governance
7.9 / 12
Discoverability
10.0 / 10
Agent readiness — 49/100 · 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
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
229
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
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
230
Newscatcher Developing agent ready
Newscatcher is a news search and aggregation API platform that provides access to over 120,000 news sources worldwide with full-text search, NLP enrichment, ...
Composite
59.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.2/100 · 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
231
Swisscom Developing agent native
Swisscom is Switzerland's largest telecommunications provider and the incumbent mobile network operator, fixed-line carrier and IT services company for the S...
Composite
59.2
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.2/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
18.3 / 20
Commercial Clarity
10.0 / 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
232
FriendliAI Developing agent native
FriendliAI is an AI inference cloud that runs generative AI models fast, affordably, and reliably at scale. Its Friendli Suite spans three products: Model AP...
Composite
59.1
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality
15.3 / 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 — 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
233
Integration.app (Membrane) Developing agent ready
Integration.app, now operating as Membrane (getmembrane.com), is an agentic integration infrastructure platform that lets AI agents, products, and internal t...
Composite
59.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.9 / 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
234
Modulate Developing agent native
Modulate is a voice AI company based in Cambridge, Massachusetts, building audio-native voice intelligence for trust, safety, and conversation understanding....
Composite
59.1
Agent
63.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality
17.5 / 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 — 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
235
Omni Developing agent ready
Omni is an AI-powered business intelligence and embedded analytics platform that turns a governed semantic model into a trusted source of truth for people an...
Composite
59.1
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 59.1/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.2 / 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
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
236
Xbow Developing agent native
XBOW is an autonomous offensive security platform that uses AI to perform penetration testing with real exploit validation — it identifies vulnerabilities, c...
Composite
59.0
Agent
71.2
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
13.5 / 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
237
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
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
238
Google Gemini Developing agent ready
Google's multimodal AI model APIs for text, image, audio, and video understanding.
Composite
58.9
Agent
58.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality
21.7 / 25
Developer Ergonomics
3.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
7.3 / 12
Discoverability
7.5 / 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
239
PicsArt (Socialin) Developing agent native
Picsart (Socialin Inc.) is a digital creation and photo/video editing company whose Picsart Enterprise "Creative APIs" give developers programmable access to...
Composite
58.9
Agent
72.1
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
15.7 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
9.9 / 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
240
Tidio Developing agent ready
Tidio is a customer service platform used by over 300,000 businesses that combines live chat, AI-powered chatbots (Lyro AI), and email ticketing into a unifi...
Composite
58.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.9/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
11.6 / 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
241
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
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
242
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
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
243
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
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
244
Letta Developing agent ready
Letta (formerly MemGPT) is a stateful AI agents platform built around long-term memory, tool execution, and multi-agent coordination. The Letta REST API expo...
Composite
58.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.8/100 · developing
Contract Quality
18.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.6 / 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
245
OpusClip Developing agent native
OpusClip (opus.pro), operated by Opusclip Inc. of Mountain View, California, is an AI video platform used by 16M+ creators and businesses. It spans two produ...
Composite
58.7
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
10.6 / 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
246
Salesforce Einstein Developing agent ready
Collection of Salesforce Einstein AI and machine learning APIs for predictive analytics, natural language processing, computer vision, and intelligent automa...
Composite
58.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.2 / 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
247
SpAItial Developing agent native
SpAItial is a frontier AI lab building physically-grounded world models. Its Echo model turns a single image, a 360-degree panorama, or a text prompt into a ...
Composite
58.7
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
15.3 / 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
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
248
Transit Developing agent ready
Transit ("The world's most accurate transit app") provides real-time public transit data, multimodal trip planning, and shared mobility across 1,000+ cities ...
Composite
58.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality
18.6 / 25
Developer Ergonomics
6.5 / 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
249
Wolfram|Alpha Developing agent ready
Wolfram|Alpha is a computational knowledge engine that provides answers to natural language queries using a vast curated knowledge base and computational alg...
Composite
58.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.7/100 · developing
Contract Quality
19.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
2.7 / 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
250
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
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
251
Nimbleway Developing agent native
Nimble (Nimbleway) is a real-time web data intelligence platform that turns any public web page into structured, analysis-ready data at scale. Its AI-Native ...
Composite
58.6
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.6/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.5 / 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
252
Streamlit Developing agent ready
Streamlit is an open-source Python framework that makes it easy to build and share beautiful, custom web apps for machine learning and data science. With Str...
Composite
58.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.6/100 · developing
Contract Quality
16.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
13.7 / 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
253
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
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
254
Bifrost Developing agent ready
Bifrost is a high-performance open-source AI gateway that unifies access to 20+ AI providers through a single OpenAI-compatible API. It supports 1,000+ model...
Composite
58.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
7.4 / 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
255
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
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
256
Ledger Investing Developing agent native
Ledger Investing is a New York-based specialist broking and advisory firm for casualty insurance-linked securities (ILS), connecting insurers, reinsurers and...
Composite
58.5
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
4.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Insurance
11.7 / 15
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
257
Tray.io Developing agent ready
Tray.io (now also known as Tray.ai) is an AI-ready integration platform as a service (iPaaS) that enables businesses to integrate and automate workflows acro...
Composite
58.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.5/100 · developing
Contract Quality
19.0 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
9.5 / 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
258
Demandbase Developing agent ready
Demandbase is the leading Account-Based Marketing (ABM) platform that helps B2B companies identify, engage, and convert target accounts through intent data, ...
Composite
58.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.4/100 · developing
Contract Quality
19.0 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
5.5 / 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
259
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
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
260
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
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
261
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
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
262
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
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
263
Fireflies.ai Developing agent ready
Fireflies.ai is an AI meeting assistant that automatically joins video calls, records, transcribes, and summarizes meetings across platforms such as Zoom, Go...
Composite
58.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.3/100 · developing
Contract Quality
19.3 / 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
264
Instabase Developing agent native
Instabase is an agentic automation platform that transforms complex, document-heavy workflows using AI. Its AI Hub product uses large language models and pac...
Composite
58.3
Agent
67.3
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
14.8 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
6.2 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Insurance
10.4 / 15
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
265
Lithium Developing agent native
Lithium Technologies is the enterprise online-community and social-customer-engagement platform that, after merging with Spredfast in 2018, rebranded as Khor...
Composite
58.3
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.3/100 · developing
Contract Quality
16.2 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.2 / 13
Governance
0.0 / 12
Discoverability
6.8 / 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
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality
17.6 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
11.6 / 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
267
Agrio Developing agent ready
Agrio is a precision plant protection solution that helps growers and crop advisors forecast, identify, and treat plant diseases, pests, and nutrient deficie...
Composite
58.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality
20.6 / 25
Developer Ergonomics
5.2 / 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
268
Athelas Developing agent native
Athelas (Commure d/b/a Athelas) is a healthcare technology company building AI-powered infrastructure for provider organizations, spanning remote patient mon...
Composite
58.2
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
5.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
13.1 / 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
269
Captions Developing agent ready
Captions is an AI-powered video creation and editing platform developed by Mirage, a New York-based AI research and product company. The platform enables cre...
Composite
58.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.2/100 · developing
Contract Quality
16.6 / 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
270
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
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
271
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
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
272
Phonely Developing agent ready
Phonely is an AI voice agent platform that answers business phone calls in real time with large-language-model-powered conversation, sub-400ms response laten...
Composite
58.1
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.1/100 · developing
Contract Quality
19.5 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 13
Governance
4.1 / 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
273
Agentcard Developing agent native
Agentcard is a Y Combinator (Summer 2026) startup building card-issuing payments infrastructure for AI agents. It issues virtual Visa cards that are funded w...
Composite
58.0
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.0/100 · developing
Contract Quality
17.7 / 25
Developer Ergonomics
18.3 / 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 — 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
274
Allowance Developing agent native
Allowance is a consumer trust layer for AI agent payments, backed by Y Combinator. It lets people give AI agents limited, revocable spending power without ev...
Composite
58.0
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.0/100 · developing
Contract Quality
18.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
11.4 / 15
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
275
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
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
276
Vitally Developing agent native
Vitally is an AI-powered Customer Success platform (CSP) that unifies customer data, health scores, and revenue context with workflow automation — Hubs, auto...
Composite
58.0
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 58.0/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.5 / 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
277
C1 Developing agent native
C1 (ConductorOne) is an identity and access management platform engineered for the AI era. It provides unified access governance across human identities, AI ...
Composite
57.9
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality
15.8 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
10.0 / 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
278
DeepSeek Developing agent native
DeepSeek is an artificial intelligence company that provides advanced large language models accessible through an API that is compatible with the OpenAI and ...
Composite
57.9
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.5 / 13
Governance
7.9 / 12
Discoverability
10.0 / 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
279
Google Colab Developing agent ready
Google Colab (Colaboratory) is a hosted Jupyter notebook environment that provides free access to computing resources including GPUs and TPUs, with APIs for ...
Composite
57.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.9/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
5.2 / 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
280
Indykite Developing agent native
IndyKite is the runtime control layer for agentic AI. Its enterprise platform applies trust, context, and runtime control across organizational data so auton...
Composite
57.8
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality
16.6 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
10.0 / 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
281
MaintainX Developing agent native
MaintainX is a mobile-first computerized maintenance management system (CMMS) and enterprise asset management (EAM) platform for the industrial and frontline...
Composite
57.8
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality
15.0 / 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 — 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
282
OpenRelay Developing agent native
OpenRelay is a Y Combinator-backed distributed GPU cloud for production AI inference — "the CDN of inference." It runs a global mesh of GPUs (RTX 4090/5090, ...
Composite
57.8
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
7.2 / 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
283
SambaNova Systems Developing agent native
SambaNova Systems is an AI infrastructure company that builds custom Reconfigurable Dataflow Unit (RDU) chips and the SambaCloud, SambaStack, and SambaRack p...
Composite
57.8
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.8/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
9.9 / 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
284
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
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
285
Bem Developing agent native
Bem is the production layer for unstructured data. Its API turns inbound documents — PDFs, images, video, audio, and email — into structured JSON against a s...
Composite
57.7
Agent
79.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.7/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
12.1 / 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
286
Brainfish Developing agent ready
Brainfish is an AI product-support platform for B2B SaaS companies, built in Sydney and deployed globally with US/EU/AU data residency. Its AI support agents...
Composite
57.7
Agent
58.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.7/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.5 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 59/100 · 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
4 / 4
Consent & Bot Identity
0 / 3
287
DetectLanguage Developing agent ready
DetectLanguage is a language detection REST API that analyzes text samples and returns the identified language along with a confidence score. Supporting 216 ...
Composite
57.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.7/100 · developing
Contract Quality
17.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
16.8 / 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
288
Moveworks Developing agent native
Moveworks is an enterprise agentic AI assistant platform that lets employees search and act across 100+ business applications (Slack, ServiceNow, Workday, Ji...
Composite
57.7
Agent
75.0
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
13.5 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
8.9 / 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
289
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
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
290
IronCore Labs Developing agent ready
IronCore Labs builds application-layer encryption tools that keep sensitive data private while it stays usable. Its products include SaaS Shield (tenant-cont...
Composite
57.6
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.6/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
9.5 / 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
291
Agno Developing agent ready
Agno (formerly Phidata) is a high-performance open-source Python framework for building multi-modal, multi-agent systems with memory, knowledge, tools, and r...
Composite
57.5
Agent
54.8
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
4.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.8 / 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
292
Astronomer Developing agent native
Astronomer is the company behind Astro, a fully managed data operations platform powered by Apache Airflow. Astro lets data teams author, orchestrate, run, a...
Composite
57.5
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.5/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
12.1 / 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
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
293
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
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
294
N8n Developing agent ready
Build with the precision of code or the speed of drag-n-drop. Host with on-prem control or in-the-cloud convenience. n8n gives you more freedom to implement ...
Composite
57.5
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.5/100 · developing
Contract Quality
12.6 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
8.2 / 13
Governance
0.0 / 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
295
Anam Developing agent native
Anam builds real-time, interactive AI avatars — photorealistic conversational personas that hold face-to-face video conversations for customer support, sales...
Composite
57.4
Agent
72.1
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
14.8 / 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
296
GC AI Developing agent native
GC AI is the AI platform for in-house legal teams, built by three-time General Counsel Cecilia Ziniti. It helps corporate counsel draft and review contracts,...
Composite
57.4
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality
15.0 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 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
297
Gradium Developing agent native
Gradium is a voice AI lab (Paris and Silicon Valley) building audio language models for real-time, low-latency Text-to-Speech, Speech-to-Text, and Speech-to-...
Composite
57.4
Agent
63.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality
13.7 / 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 — 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
298
LI.FI Developing agent native
LI.FI is the routing and execution layer for cross-chain liquidity, payments, swaps and yield. A single integration gives an application access to more than ...
Composite
57.4
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.4/100 · developing
Contract Quality
13.1 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
6.2 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
10.1 / 15
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
299
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
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
300
Arcade Developing agent ready
Arcade.dev is the MCP runtime for production AI agent deployments. The Arcade Engine — a hosted or self-hostable API surface — handles OAuth user authorizati...
Composite
57.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.3/100 · developing
Contract Quality
18.1 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
4.8 / 13
Governance
5.7 / 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
301
HeyMilo Developing agent native
HeyMilo AI is an agentic recruiting platform for high-volume hiring teams — staffing agencies, corporate recruiters, BPOs, franchises, and data-annotation op...
Composite
57.3
Agent
81.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.3/100 · developing
Contract Quality
17.4 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.5 / 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
302
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
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
303
Genesys Developing agent native
Genesys is a global cloud customer experience (CX) and contact center software company whose flagship Genesys Cloud CX platform powers omnichannel customer e...
Composite
57.2
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
0 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
304
Mist Developing agent native
Mist (Mist Systems), acquired by Juniper Networks and now Juniper Mist, is an AI-driven cloud platform for wireless, wired, and WAN networking. The Juniper M...
Composite
57.2
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality
18.4 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
9.6 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
305
Treasure Data Developing agent ready
Enterprise customer data platform (now Treasure AI) with a REST API for managing jobs, databases, tables, bulk import, authentication, and running Presto or ...
Composite
57.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.2/100 · developing
Contract Quality
16.9 / 25
Developer Ergonomics
4.3 / 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
306
Amazon Comprehend Developing agent ready
Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to uncover information in unstructured data. The service can iden...
Composite
57.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality
19.3 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
8.4 / 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
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
307
Suki AI Developing agent ready
Suki is a Redwood City, California healthcare AI company building ambient clinical intelligence for clinicians. Founded in 2017 by Punit Soni (CEO, former Go...
Composite
57.1
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.1/100 · developing
Contract Quality
19.4 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
6.2 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
Regulatory · Health
5.6 / 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
308
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
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
309
Beatoven.ai Developing agent ready
Beatoven.ai is an Indian generative-music startup (Bengaluru, founded 2021) building text-to-music and text-to-sound-effects models for video creators, podca...
Composite
57.0
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.0/100 · developing
Contract Quality
19.3 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
0.7 / 13
Governance
3.2 / 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
310
Truto Developing agent ready
Truto is a unified API and embedded integration platform that enables B2B SaaS companies to ship native integrations without writing integration-specific cod...
Composite
57.0
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 57.0/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
3.4 / 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
311
Ledge Developing agent ready
Ledge is an AI-powered close management, reconciliation and payment-operations platform for finance teams. It centralizes transaction and payment data from a...
Composite
56.9
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 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
312
Ludo.ai Developing agent ready
Ludo.ai is a game design hub that uses artificial intelligence to help developers generate production-ready game assets including images, 3D models, audio, a...
Composite
56.9
Agent
59.6
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
7.8 / 20
Commercial Clarity
10.5 / 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
313
Microsoft Azure Cloud Developing agent ready
A comprehensive collection of Microsoft Azure cloud service APIs covering compute, storage, databases, AI, networking, security, and developer tools. Azure p...
Composite
56.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.9/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
13.0 / 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
314
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
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
315
Corti Developing agent aware
Corti is a healthcare AI platform for developers, offering a full stack of clinical AI building blocks over a single OAuth 2.0-secured API: real-time speech-...
Composite
56.7
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.7/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.5 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
13.1 / 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
316
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
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
317
Delphi Developing agent native
Delphi is an AI platform for building "Digital Minds" — hyper-realistic AI clones trained exclusively on a person's own content (podcasts, videos, blogs, lon...
Composite
56.6
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.6/100 · developing
Contract Quality
18.4 / 25
Developer Ergonomics
13.5 / 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
318
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
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
319
Parallel Web Systems Developing agent aware
Parallel Web Systems builds infrastructure for intelligence on the web, giving AI agents and developers high-quality, low-latency access to the internet. Its...
Composite
56.6
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.6/100 · developing
Contract Quality
17.4 / 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 — 41/100 · 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
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
320
Spektr Developing agent native
Spektr is an AI-powered compliance automation platform for banks and fintechs, backed by Northzone and Seedcamp. It automates KYB and KYC onboarding, continu...
Composite
56.6
Agent
79.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.6/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
6.2 / 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
321
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
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
322
Uniform Developing agent native
Uniform (Uniform Systems, Inc.) is a visual workspace and composable digital experience platform (DXP) that lets marketing and engineering teams compose cont...
Composite
56.6
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.6/100 · developing
Contract Quality
12.7 / 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 — 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
323
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
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
324
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
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
325
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
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
326
Super.ai Developing agent ready
super.AI is an intelligent document processing (IDP) platform that automates the extraction and processing of complex, multi-page documents such as invoices,...
Composite
56.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality
16.2 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
5.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 54/100 · 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
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
327
TinyFish Developing agent native
TinyFish provides enterprise infrastructure for AI web agents — a unified platform that lets AI systems interact with the live web at scale. It ships four AP...
Composite
56.5
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.5/100 · developing
Contract Quality
17.8 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
8.9 / 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
328
Flock Safety Developing agent native
Flock Safety is a public safety technology company whose platform connects communities, businesses, and law enforcement through crime detection, investigatio...
Composite
56.4
Agent
86.5
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
13.5 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
6.8 / 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
7 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
329
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
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
330
SAS Institute Developing agent ready
SAS Institute is a global leader in analytics, AI, and data management software. SAS Viya, its cloud-native platform, exposes a comprehensive catalog of REST...
Composite
56.4
Agent
51.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.4/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.4 / 13
Governance
10.4 / 12
Discoverability
8.8 / 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
331
BuyWhere Developing agent ready
Agent-native, MCP-native product catalog and price comparison API for Southeast Asia and US e-commerce. Search 1.5M+ products across Shopee, Lazada, Carousel...
Composite
56.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.3/100 · developing
Contract Quality
19.3 / 25
Developer Ergonomics
3.9 / 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
332
Evari Developing agent native
Evari is an insurance technology company founded in Sydney by Daniel Fogarty (former CEO of Zurich Australia and New Zealand), Robert Jeffery and Brack Norri...
Composite
56.3
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.3/100 · developing
Contract Quality
12.3 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Securities & Market Data
11.7 / 15
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
333
BigML Developing agent ready
BigML is a machine learning platform with a comprehensive REST API for creating datasets, training models, making predictions, running batch predictions, and...
Composite
56.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality
16.2 / 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
334
Lightricks Developing agent native
Lightricks is a Jerusalem-based creative-technology company behind the Facetune, Photoleap and Videoleap consumer apps and the LTX generative video platform....
Composite
56.2
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 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
335
Method Security Developing agent native
Method Security is a cybersecurity company delivering cyber resilience to the U.S. Government and critical enterprises through an AI-native, full-spectrum se...
Composite
56.2
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
5.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Government & Public Sector
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
336
Novita AI Developing agent ready
Novita AI is an AI inference cloud offering serverless LLM, image, video, and audio generation APIs alongside on-demand GPU rentals and serverless GPU endpoi...
Composite
56.2
Agent
55.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
5.5 / 13
Governance
6.3 / 12
Discoverability
9.3 / 10
Agent readiness — 56/100 · 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
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
337
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
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
338
Semantic Scholar Developing agent aware
Semantic Scholar is a free, AI-powered academic search engine developed by the Allen Institute for AI (AI2) that indexes over 214 million scholarly papers wi...
Composite
56.2
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.2/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
6.8 / 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
339
Aligned News Developing agent ready
Aligned News is an AI-native intelligence and news platform that synthesizes AI-powered briefings from 63 curated X lists tracking 100,000+ accounts in AI, t...
Composite
56.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.1/100 · developing
Contract Quality
17.7 / 25
Developer Ergonomics
4.8 / 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
340
CometAPI Developing agent ready
CometAPI is an AI API aggregator that consolidates access to 500+ models from multiple providers (OpenAI, Anthropic, Google, xAI, DeepSeek, Alibaba, and more...
Composite
56.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 56.1/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
9.5 / 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
341
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
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
342
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
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
343
Nixtla Developing agent native
Nixtla is an enterprise time-series intelligence platform built around TimeGPT, the first foundation model for time series. Through a simple REST API and Pyt...
Composite
55.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality
14.3 / 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
344
WorkBoard Developing agent native
WorkBoard (WorkBoardAI) is an AI-native strategy, OKR, and strategic portfolio management platform used by enterprises like Cisco, AstraZeneca, and Mercedes-...
Composite
55.9
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.9/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
7.2 / 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
345
IBM Language Translator Developing agent ready
IBM Watson Language Translator was a REST API service for translating text between 35+ languages, detecting input language automatically, and creating custom...
Composite
55.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality
17.9 / 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
346
Pika Developing agent ready
Pika is an AI-powered video generation platform that allows users and developers to create, edit, and transform video content using natural language prompts,...
Composite
55.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality
18.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.0 / 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
347
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
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
348
The San Francisco Compute Company Developing agent native
The San Francisco Compute Company (SF Compute) runs large-scale, vetted GPU clusters and operates a compute marketplace where buyers reserve H100/H200 capaci...
Composite
55.8
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.8/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
6.5 / 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
349
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
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
350
ASAPP Developing agent native
ASAPP is an AI-native customer experience (CX) company whose platform, ASAPP CXP, automates and augments contact-center interactions across voice and chat. I...
Composite
55.7
Agent
75.0
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
16.1 / 20
Commercial Clarity
7.9 / 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
351
Flowise Developing agent ready
Flowise is an open-source, low-code visual builder for LangChain-based LLM workflows and AI agents. Built on Node.js and TypeScript as a pnpm/Turbo monorepo,...
Composite
55.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
7.0 / 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
352
Nash Developing agent native
Nash is an AI-powered last-mile delivery orchestration platform that lets retailers, restaurants, grocers, pharmacies, and logistics teams quote, dispatch, a...
Composite
55.7
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 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
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
0 / 3
353
Parcha Developing agent ready
Parcha is an AI compliance platform that automates customer due diligence, KYB (Know Your Business) and KYC (Know Your Customer) reviews, document verificati...
Composite
55.7
Agent
56.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.7/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.8 / 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
354
Digits Developing agent native
Digits is an AI-native accounting software company founded in 2018 and based in San Francisco, building what it calls the world's first Agentic General Ledge...
Composite
55.6
Agent
78.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 79/100 · 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
4 / 4
Consent & Bot Identity
3 / 3
355
Forethought Developing agent ready
Forethought is a San Francisco-based generative AI customer-support platform. Its multi-agent product suite — Solve (omnichannel resolution), Triage (ticket ...
Composite
55.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality
18.4 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
11.6 / 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
356
GPTZero Developing agent native
GPTZero is an AI content detection company whose v2 API analyzes text and uploaded documents to determine whether content was written by a human, by AI, or i...
Composite
55.6
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
15.3 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
357
Speechmatics Developing agent ready
Speechmatics is an enterprise-grade speech intelligence platform headquartered in Cambridge, UK, offering highly accurate speech-to-text APIs supporting 55+ ...
Composite
55.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
6.1 / 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
358
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
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
359
Spot Developing agent native
Spot AI is a physical-security video-AI platform that turns surveillance cameras into AI agents which monitor spaces 24/7, detect suspicious activity, and tr...
Composite
55.6
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality
16.9 / 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 — 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
360
The Mobile First Company Developing agent native
The Mobile-First Company is a French / US (Miami HQ) startup building a suite of mobile-first, AI-powered business apps for small teams under a "one problem,...
Composite
55.6
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.6/100 · developing
Contract Quality
18.1 / 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 — 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
361
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
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
362
Depositphotos Developing agent ready
Depositphotos is a stock photo, vector, and video marketplace offering a REST API for searching and downloading images, managing subscriptions, lightboxes, a...
Composite
55.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.5/100 · developing
Contract Quality
15.5 / 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
363
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
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
364
Zavu Developing agent native
Zavu is a unified multi-channel messaging platform that consolidates SMS, WhatsApp, Telegram, Email, Voice, and Messenger behind a single REST API, so develo...
Composite
55.5
Agent
86.5
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
16.1 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.8 / 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
7 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
365
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
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
366
osmAPI Developing agent ready
osmAPI is a unified AI gateway that routes requests to OpenAI, Anthropic, Google, and 14+ LLM providers through a single API. Drop-in compatible with the Ope...
Composite
55.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.4/100 · developing
Contract Quality
16.2 / 25
Developer Ergonomics
5.7 / 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
367
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
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
368
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
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
369
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
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
370
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
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
371
Sync Labs Developing agent ready
Sync Labs (sync.so) provides a suite of studio-grade AI lip-sync and visual dubbing APIs. Their technology synchronizes video lip movements with any audio tr...
Composite
55.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
6.5 / 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
372
Twenty Developing agent ready
Twenty is an open-source CRM platform built as a modern alternative to Salesforce, designed for teams that need flexibility, data ownership, and a contempora...
Composite
55.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.3/100 · developing
Contract Quality
18.3 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.0 / 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
373
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
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
374
JupyterLab Developing agent ready
JupyterLab is the next-generation web-based interactive development environment for notebooks, code, and data. It is served by Jupyter Server and ships with ...
Composite
55.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.2/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
7.4 / 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
375
Sarvam Developing agent native
Sarvam AI is an Indian-language AI platform offering a unified REST and WebSocket API across speech-to-text (Saaras / Saarika), text-to-speech (Bulbul, 30+ v...
Composite
55.2
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.2/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
14.3 / 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
376
Sprig Developing agent native
Sprig is a continuous product-research platform that helps teams automatically capture user insights to improve their product, user experience, and marketing...
Composite
55.2
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.2/100 · developing
Contract Quality
16.4 / 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 — 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
377
Fastino Labs Developing agent native
Fastino Labs is an applied research lab building production-ready small language models (SLMs) for agentic AI — structured data extraction, classification, P...
Composite
55.1
Agent
78.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.1 / 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
378
JupyterHub Developing agent ready
JupyterHub is a multi-user server for Jupyter notebooks. It manages authentication, spawns and proxies multiple instances of the single-user Jupyter notebook...
Composite
55.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality
17.4 / 25
Developer Ergonomics
7.4 / 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
379
Pimloc Developing agent native
Pimloc is a UK-based AI company whose Secure Redact platform automates the redaction and anonymization of personally identifiable information (PII) in video,...
Composite
55.1
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
1.7 / 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
380
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
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
381
Salad Transcription API Developing agent aware
Salad Transcription API provides speech-to-text conversion powered by Salad's distributed GPU cloud network. Designed for high-volume audio and video transcr...
Composite
55.1
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 55.1/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
6.2 / 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
382
Anthropic Claude Developing agent native
Anthropic Claude is a family of frontier large language models (Opus, Sonnet, Haiku) accessible via the Anthropic API for building AI assistants, agents, and...
Composite
54.9
Agent
73.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.9/100 · developing
Contract Quality
16.6 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
6.3 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 12
Discoverability
10.0 / 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
383
Vic.ai Developing agent native
Vic.ai builds AI-native software for enterprise Accounts Payable and finance teams, automating the end-to-end AP workflow: invoice capture from email/SFTP/AP...
Composite
54.9
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.9/100 · developing
Contract Quality
17.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
6.8 / 10
Regulatory · Payments
9.8 / 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
384
Alation Developing agent ready
Alation is a data intelligence platform that helps organizations harness the power of their data by providing a centralized platform for data cataloging, gov...
Composite
54.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality
17.9 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
7.4 / 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
385
Boltz Developing agent ready
Boltz (Boltz PBC) is a public-benefit AI research company building open-source and proprietary foundation models for biomolecular structure prediction, bindi...
Composite
54.8
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
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
386
Genderize.io Developing agent aware
Free REST API that predicts the gender of a first name with probability scores based on name statistics from millions of users worldwide. Part of the Demogra...
Composite
54.8
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
6.8 / 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
387
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
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
388
Typeface Developing agent native
Typeface is an enterprise marketing AI platform that orchestrates AI agents, brand intelligence, and workflows to create personalized, on-brand campaigns at ...
Composite
54.8
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.4 / 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
389
vLex Developing agent ready
vLex (part of Clio) is a global legal intelligence platform that applies AI to ingest, enrich, classify, and deliver insights from over 100 million legal doc...
Composite
54.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.8/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
7.4 / 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
390
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
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
391
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
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
392
Traceloop Developing agent ready
Traceloop is an LLM reliability and observability platform built on OpenTelemetry that provides full visibility into every prompt, response, and failure acro...
Composite
54.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.7/100 · developing
Contract Quality
16.8 / 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
393
LangWatch Developing agent ready
LangWatch is an open-source LLM observability, evaluation, and AI agent testing platform. Built around OpenTelemetry-native tracing, LangWatch lets teams ins...
Composite
54.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality
14.4 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
15.8 / 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
394
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
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
395
Simplismart Developing agent native
Simplismart is an AI inference and model-deployment platform that lets teams run, fine-tune, and self-host generative AI models on optimized GPU infrastructu...
Composite
54.6
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
12.1 / 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
396
ZenZap Developing agent native
Zenzap is an AI-native work communication platform — "Work Chat Built for the AI Era" — used by teams in healthcare, hospitality, construction, food service,...
Composite
54.6
Agent
79.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.6/100 · developing
Contract Quality
18.0 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 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
397
Aito Technologies Developing agent native
Aito Technologies (Aito.ai, legal entity Episto Oy of Vantaa, Finland) builds a predictive database that delivers instant, calibrated machine-learning predic...
Composite
54.5
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality
10.3 / 25
Developer Ergonomics
17.4 / 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
398
Galileo Developing agent ready
Galileo (galileo.ai, formerly rungalileo.io) is the GenAI evaluation, observability, and production guardrail platform for LLM and agentic applications. Gali...
Composite
54.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.4 / 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
399
Higgsfield Developing agent native
Higgsfield is a multi-model generative AI platform for video, image, editing, storyboarding, and commercial content creation. Its public developer API (platf...
Composite
54.5
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
5.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
400
Indico Data Developing agent aware
Indico Data is an enterprise intelligent document processing (IDP) and intelligent process automation (IPA) company that turns unstructured content — documen...
Composite
54.5
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Insurance
9.8 / 15
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
401
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
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
402
Yandex Translate API Developing agent ready
Yandex Translate is a machine translation REST API from Yandex that supports 100+ languages. It provides text translation between any supported language pair...
Composite
54.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality
16.6 / 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
403
YouScan Developing agent ready
YouScan is an AI-powered social media listening and consumer-intelligence platform that monitors mentions, conversations, and images across social networks, ...
Composite
54.5
Agent
56.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.5/100 · developing
Contract Quality
18.5 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
5.8 / 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
404
Captions Developing agent native
Captions is an AI video editor and generator built by Mirage, an AI research company headquartered in New York City. The consumer and enterprise apps automat...
Composite
54.4
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
11.4 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
16.8 / 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
405
Dark Sky Developing agent ready
Dark Sky is a hyperlocal weather forecast REST API (now part of Apple) that provided minute-by-minute precipitation forecasts, hourly weather conditions, and...
Composite
54.4
Agent
48.1
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
5.5 / 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
406
Fieldguide Developing agent native
Fieldguide is an AI-native platform for audit and advisory firms, providing professional-grade "Field Agents" that plan, execute, and document engagement wor...
Composite
54.4
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
12.1 / 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
407
Google Cloud Platform Developing agent ready
Google Cloud Platform provides a comprehensive suite of cloud computing services including compute, storage, databases, machine learning, and networking capa...
Composite
54.4
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
5.5 / 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
408
JupyterHub Developing agent ready
JupyterHub is a multi-user server for Jupyter notebooks. It manages and proxies multiple instances of the single-user Jupyter notebook server, providing auth...
Composite
54.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
7.4 / 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
409
Kaedim Developing agent ready
Kaedim is an AI 3D asset generation company (backed by a16z) that turns 2D images — photos, sketches and concept art — into production-ready 3D models for ga...
Composite
54.4
Agent
56.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.3 / 20
Operational Transparency
5.8 / 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
410
Kernel Developing agent native
Kernel is browser infrastructure for AI agents and automations. It runs sandboxed cloud Chromium browsers that spin up in under 30ms, with Playwright executi...
Composite
54.4
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
14.6 / 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 — 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
LinqAlpha Developing agent native
LinqAlpha is a domain-specialized multi-agent AI platform for institutional investment research, serving hedge funds, asset managers and investment banks. It...
Composite
54.4
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.4/100 · developing
Contract Quality
13.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Securities & Market Data
13.1 / 15
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
412
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
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
413
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
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
414
Google Cloud Talent Solution Developing agent ready
Google Cloud Talent Solution provides a job search and talent acquisition platform that leverages machine learning to match job seekers with relevant opportu...
Composite
54.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.3/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
4.8 / 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
415
Juniper Networks Developing agent ready
Juniper Networks provides high-performance networking and cybersecurity solutions for service providers, enterprises, and public sector organizations.
Composite
54.3
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.3/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.4 / 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
416
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
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
417
Qubiqle Developing agent native
Qubiqle is an early 500 Startups (500 Global) portfolio company that became Plate IQ and today operates as Ottimate (qubiqle.com redirects to ottimate.com). ...
Composite
54.2
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.2/100 · developing
Contract Quality
13.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
11.4 / 15
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
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
418
Jupyter Notebook Developing agent ready
Jupyter Notebook is the original open-source web application for creating and sharing computational documents that contain live code, equations, visualizatio...
Composite
54.1
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.1/100 · developing
Contract Quality
19.5 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
5.8 / 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
419
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
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
420
Moonbounce Developing agent native
Moonbounce (formerly Clavata) is a realtime AI control and content-moderation platform. Its policy-first engine uses a concise, structured policy syntax to e...
Composite
54.1
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.1/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
14.3 / 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
421
PredictHQ Developing agent ready
PredictHQ is an AI-powered demand intelligence platform that predicts the impact of real-world events on business demand. The PredictHQ API delivers structur...
Composite
54.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
16.8 / 20
Operational Transparency
8.2 / 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
422
Smartcat Developing agent ready
Smartcat is an AI-powered translation and localization platform that lets teams translate content instantly and at scale across 280+ languages, combining mac...
Composite
54.0
Agent
57.7
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
13.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
5.8 / 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
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
423
Tettra Developing agent ready
Tettra is an AI-powered knowledge management system that helps teams curate company policies, processes, and knowledge articles into a searchable internal wi...
Composite
54.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 54.0/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
424
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
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
425
Coalesce Developing agent ready
Coalesce is a unified data transformation platform built for Snowflake that combines transformation, cataloging, and quality monitoring into a single operati...
Composite
53.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality
16.4 / 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
426
Firecrawl Developing agent ready
Empower your AI apps with clean data from any website. Featuring advanced scraping, crawling, and data extraction capabilities. Firecrawl is an API service t...
Composite
53.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality
13.8 / 25
Developer Ergonomics
9.1 / 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
427
Govly Developing agent native
Govly is an AI-powered market network for government contractors — primes, OEMs, VARs, and distributors — that ingests, parses, and analyzes federal and SLED...
Composite
53.9
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Government & Public Sector
9.8 / 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
428
Mason Developing agent native
Mason (getmason.io), the company behind the ModeMagic Shopify app, is an AI-powered "agentic shopping engine" for ecommerce brands. Built by Kubric, the plat...
Composite
53.9
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.9/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
12.6 / 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
429
Coactive AI Developing agent native
Coactive AI is the contextual-intelligence layer for modern media — a multimodal AI platform that indexes unstructured visual content (images and video) once...
Composite
53.8
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality
13.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 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
430
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
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
431
SingularityNET Developing agent aware
SingularityNET is a decentralized AI services marketplace built on blockchain. Developers can publish AI services to the network and consumers can access the...
Composite
53.8
Agent
38.5
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
3.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
4.8 / 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
432
The Interaction Company Of California Developing agent aware
The Interaction Company of California (d/b/a Poke) builds Poke, a proactive AI assistant that lives in Apple Messages, WhatsApp, Telegram, and SMS. Poke text...
Composite
53.8
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.8/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 39/100 · 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
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
433
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
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
434
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
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
435
Scope3 Developing agent native
Scope3 is the source of truth for greenhouse-gas emissions data in media and advertising, and operates the Interchange for agent-to-agent (agentic) advertisi...
Composite
53.7
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.7/100 · developing
Contract Quality
15.2 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
6.3 / 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
436
VISO Trust Developing agent ready
VISO TRUST is an AI-powered third-party risk management (TPRM) platform that helps security teams assess and continuously monitor vendor risk across third, f...
Composite
53.7
Agent
49.0
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
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
7.2 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 49/100 · 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
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
437
Cogny Developing agent native
Cogny is a Stockholm-based AI marketing platform (Cogny AB) that runs marketing analytics and automation on autopilot for marketers and data teams. It connec...
Composite
53.6
Agent
75.0
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
16.5 / 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
438
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
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
439
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
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
440
Unify Developing agent native
Unify is a B2B outbound and go-to-market platform that combines 25+ intent signals with AI agents and automated multi-channel sequences to help companies ide...
Composite
53.6
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.6/100 · developing
Contract Quality
13.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
12.1 / 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
441
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
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
442
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
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
443
Comet Developing agent aware
Comet is an enterprise AI/ML developer platform used by over 150,000 developers and organizations including Netflix, Uber, and Autodesk. Its flagship open-so...
Composite
53.4
Agent
33.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality
12.6 / 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 — 34/100 · 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
0 / 4
Consent & Bot Identity
0 / 3
444
Hailuo AI / MiniMax Developing agent ready
Hailuo AI is MiniMax's generative video and audio platform. MiniMax is a Singapore- and China-based foundation-model company whose developer platform (platfo...
Composite
53.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.5 / 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
445
LMNT Developing agent ready
LMNT is a text-to-speech API platform delivering ultra-low latency voice synthesis with streaming audio output designed for real-time conversational AI appli...
Composite
53.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
3.9 / 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
446
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
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
447
Rentahuman Developing agent native
RentAHuman.ai is the marketplace where AI agents hire humans for physical-world tasks — errands, in-person meetings, field research, photography, deliveries,...
Composite
53.4
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.4/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
6.5 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
8.8 / 15
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
448
Sendspark Developing agent native
Sendspark is a video messaging and AI-personalized video platform for sales and marketing teams. Users record a single video and use AI voice cloning, lip sy...
Composite
53.4
Agent
83.7
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
13.5 / 20
Commercial Clarity
8.9 / 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
449
Endgame Developing agent native
Endgame (Endgame Labs, Inc.) is a context graph platform for go-to-market teams and AI agents that turns sales calls, CRM records, emails, Slack conversation...
Composite
53.3
Agent
72.1
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
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
5.5 / 13
Governance
0.0 / 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
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
450
Flint Developing agent native
Flint (Flint Technologies Inc., tryflint.com / flint.com) is an AI web platform for marketing teams that programmatically generates on-brand, high-converting...
Composite
53.3
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · developing
Contract Quality
18.6 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
2.4 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
451
Kili Technology Developing agent ready
Kili Technology is a training-data and data-labeling platform for building high-quality datasets for machine learning and LLMs. Its labeling application is f...
Composite
53.3
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
4.8 / 13
Governance
7.3 / 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
452
Linguatools Developing agent ready
Linguatools provides language APIs including a collocations dictionary with more than 2 million English collocations, a sentence generator, and a multilingua...
Composite
53.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · 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
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
Terminal 3 Developing agent native
Terminal 3 (T3) is a data-freedom and decentralized-identity company (founded 2023, Hong Kong) building privacy-preserving identity, verifiable credentials, ...
Composite
53.3
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.3/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 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
454
Amazon Compute Optimizer Developing agent ready
Amazon Compute Optimizer analyzes the configuration and utilization metrics of your AWS resources and provides recommendations to help you identify optimal A...
Composite
53.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.2/100 · developing
Contract Quality
17.8 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
2.7 / 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
0 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
455
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
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
456
Brave Developing agent ready
Brave is a privacy-first browser company offering developer APIs for anonymous web search and privacy-preserving advertising. The Brave Search API provides r...
Composite
53.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.2/100 · developing
Contract Quality
17.3 / 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
457
Hedra Developing agent native
Hedra is a generative-media AI lab and creative platform that lets you produce image, video, and audio content through a web studio and a developer API. Its ...
Composite
53.1
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.1/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
16.1 / 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
458
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
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
459
Scrunch AI Developing agent native
Scrunch AI (scrunch.com) is an AI customer experience platform for AI search visibility and optimization - often called Answer Engine Optimization (AEO/GEO)....
Composite
53.1
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 53.1/100 · developing
Contract Quality
16.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 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
460
Lang.ai Developing agent ready
Lang.ai is a conversation-intelligence platform that turns unstructured customer interactions — support tickets, chatbot messages, emails and calls — into st...
Composite
53.0
Agent
59.6
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
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
2.7 / 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
461
Ada Developing agent ready
Ada is an AI-powered customer service automation platform that enables enterprises to deploy AI agents capable of resolving customer inquiries across digital...
Composite
52.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
462
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
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
463
Blockade Games Developing agent native
Blockade Games (operating as Blockade Labs) is the maker of Skybox AI, an AI-powered platform that generates production-ready 360 equirectangular panoramas a...
Composite
52.9
Agent
60.6
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
15.7 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.4 / 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
464
Bloom Developing agent native
Bloom (trybloom.ai) is the brand layer for agents — a Y Combinator (Spring 2026) company founded by Ray Fitzgerald that turns a brand into infrastructure any...
Composite
52.9
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.9/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
2.7 / 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
465
Chatwoot Developing agent ready
Chatwoot is an open-source customer support and omni-channel messaging platform that provides REST APIs for managing conversations, contacts, agents, teams, ...
Composite
52.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
16.9 / 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
466
Cofactr Developing agent native
Cofactr provides electronics supply chain infrastructure for hardware manufacturers — component intelligence, procurement execution, and ITAR-registered ware...
Composite
52.8
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
3.1 / 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
467
Dialect Developing agent native
Dialect is a Web3 UX infrastructure company on Solana that provides onchain transactions and notifications native to any digital experience. Its two flagship...
Composite
52.8
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
6.8 / 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
468
Kairos AR Developing agent ready
Kairos AR, Inc. is a Miami-based human-analytics company providing face recognition, facial detection, and emotion analysis as a REST API. The platform lets ...
Composite
52.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 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
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
469
Memories Developing agent native
Memories.ai (MAVI) is a video-intelligence platform that turns raw video into searchable, agent-ready understanding. It ships three products on a shared vide...
Composite
52.8
Agent
81.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
7.9 / 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
470
Paid Developing agent native
Paid (paid.ai) is the monetization platform for AI agents. It gives teams that build and sell AI agents the pricing, billing, and margin infrastructure to ch...
Composite
52.8
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
16.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
1.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
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
471
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
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
472
Yutori Developing agent native
Yutori builds AI web agents delivered as an API. Its Navigator (n1.5) computer-use model drives cloud browsers to navigate, click, type, and extract structur...
Composite
52.8
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.8/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.7 / 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
473
Augment Developing agent native
Augment (Augie) is an AI productivity platform for the freight and logistics industry, automating complex supply-chain workflows for brokerages, carriers, an...
Composite
52.7
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.7 / 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
474
Let's Enhance Developing agent native
Let's Enhance is an AI image enhancement company whose consumer product at letsenhance.io upscales, sharpens, denoises and restores photographs up to 512MP, ...
Composite
52.7
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.8 / 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
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
475
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
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
476
Reson8 Developing agent native
Reson8 (Resonate Labs B.V.) is a Balderton Capital-backed speech-recognition company offering an infrastructure-grade automatic speech recognition (ASR) API....
Composite
52.7
Agent
63.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
13.9 / 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
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
477
Serval Developing agent aware
Serval is an AI-native IT service management (ITSM) platform for modern teams. It pairs an AI help-desk agent that resolves employee requests in Slack, Micro...
Composite
52.7
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 39/100 · 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
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
478
Structify Developing agent native
Structify is an AI data platform that turns scattered, unstructured, and siloed sources into a living, structured knowledge graph. It connects to thousands o...
Composite
52.7
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
5.8 / 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
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
479
TensorFlow Developing agent native
TensorFlow is an end-to-end open source machine learning platform developed by Google. It provides a comprehensive ecosystem of tools, libraries, and communi...
Composite
52.7
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
5.5 / 13
Governance
10.4 / 12
Discoverability
8.8 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
480
Xiaomi Developing agent ready
Xiaomi is a multinational technology company headquartered in Beijing, China, that designs, develops, and sells a wide range of consumer electronics and rela...
Composite
52.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.7/100 · developing
Contract Quality
16.3 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
3.4 / 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
481
Loop Developing agent native
Loop is a full-stack, AI-powered logistics data platform that unifies the fragmented operational and financial data of the physical economy. Founded by forme...
Composite
52.6
Agent
79.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.6/100 · developing
Contract Quality
16.3 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
9.8 / 15
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
482
Smallest AI Developing agent ready
Smallest AI builds ultra-low-latency voice infrastructure - the Waves text-to-speech engine (Lightning / Lightning v2 models) for realtime speech synthesis a...
Composite
52.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.6/100 · developing
Contract Quality
18.2 / 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
483
Cartesia Developing agent ready
Cartesia is a real-time multimodal AI platform built around the Sonic family of ultra-low-latency text-to-speech models and the Ink streaming speech-to-text ...
Composite
52.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality
16.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.4 / 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
484
Cleanlab Developing agent ready
Cleanlab is a data-and-AI trust platform. Its Trustworthy Language Model (TLM) wraps any LLM with a real-time trustworthiness score to catch hallucinations, ...
Composite
52.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality
17.6 / 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
485
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
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
486
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
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
487
Goethena Developing agent native
Ethena (goethena.com) is an AI-powered compliance training and ethics platform used by 2,000+ organizations to run harassment prevention, code of conduct, da...
Composite
52.5
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.5/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
9.6 / 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
488
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
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
489
Inkeep Developing agent ready
Inkeep is an AI support and agent platform for documentation and products. Its developer platform exposes an OpenAI-compatible RAG / chat completions API ove...
Composite
52.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality
17.5 / 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
490
Leena AI Developing agent native
Leena AI is an enterprise Agentic AI platform that deploys "AI Colleagues" — domain-specific, role-based autonomous agents — to automate back-office work acr...
Composite
52.4
Agent
64.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality
15.2 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
7.4 / 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
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
3 / 3
491
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
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
492
VideoSDK Developing agent ready
Real-time voice, video, and AI agent platform for developers. VideoSDK provides REST and WebSocket APIs for building video conferencing, live streaming, inte...
Composite
52.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.4/100 · developing
Contract Quality
16.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
11.6 / 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
493
Ask Sage Developing agent native
Ask Sage is a secure, government- and defense-grade generative AI platform that gives regulated organizations access to a broad catalog of commercial and ope...
Composite
52.3
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Government & Public Sector
9.8 / 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
494
Feathery Developing agent ready
Feathery is an enterprise form SDK and AI-driven data intake platform offering a REST API for creating multi-step forms, managing field logic, collecting sub...
Composite
52.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.8 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
Regulatory · Payments
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
495
Gemini Developing agent ready
Google's Gemini API provides access to state-of-the-art generative AI models for text generation, multimodal understanding, code generation, and more.
Composite
52.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
8.2 / 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
496
LanceDB Developing agent ready
LanceDB is the AI-Native multimodal lakehouse built on the open-source Lance columnar storage format. It pairs an Apache 2.0 licensed embedded retrieval libr...
Composite
52.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.3/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
9.5 / 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
497
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
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
498
Airweave Developing agent native
Airweave is an open-source (MIT) context-retrieval layer that lets AI agents and RAG pipelines search across 50+ connected apps and databases through a singl...
Composite
52.2
Agent
81.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
15.5 / 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 — 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
499
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
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
500
ArthurAI Developing agent native
Arthur is an enterprise AI governance and observability platform — an "AI control plane" to detect, govern, and improve AI across an organization. It provide...
Composite
52.2
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
15.8 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
4.8 / 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
501
Duvo Ai Developing agent native
Duvo (taskcrew Inc.) is a process intelligence and automation platform that captures how work really happens, reveals improvement and transformation opportun...
Composite
52.2
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
15.4 / 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
502
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
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
503
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
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
504
Qdrant Developing agent ready
Qdrant is a vector similarity search engine that provides a production-ready service with a convenient API to store, search, and manage points (i.e. vectors)...
Composite
52.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
10.0 / 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
505
SpAItial Developing agent native
SpAItial (SpAItial Ltd, London) is a frontier spatial-AI lab building Echo, a world-model family that turns text prompts, images, and 360-degree panoramas in...
Composite
52.2
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.4 / 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
506
Starbridge Developing agent native
Starbridge is an AI-powered go-to-market and sales-intelligence platform for vendors selling to the public sector and education — government agencies, K-12 s...
Composite
52.2
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
17.4 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Government & Public Sector
8.1 / 15
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
507
Workist Developing agent native
Workist is a Berlin-based AI document-automation company whose WorKI system automates B2B order entry and inquiry handling — extracting data from emails and ...
Composite
52.2
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.2/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.5 / 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
508
Nayya Developing agent native
Nayya is an AI-powered health and wealth benefits decision-support platform used by employers, brokers, carriers, and benefits-administration partners to hel...
Composite
52.1
Agent
65.4
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
13.5 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
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
509
Avoca Developing agent ready
Avoca is "The AI Front Office for Service Businesses" — always-on AI agents that answer inbound calls, texts, and web chats 24/7 for home-services companies ...
Composite
52.0
Agent
51.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 52.0/100 · developing
Contract Quality
17.6 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
5.1 / 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
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
510
Arthur AI Developing agent native
Arthur is an enterprise AI governance and observability platform for discovering, monitoring, evaluating, and governing AI and ML systems in production. The ...
Composite
51.9
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality
15.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 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
511
Depict.AI Developing agent native
Depict (Depict.AI) is an AI-powered merchandising, search and product-recommendations platform for e-commerce brands. It serves ranked collection and product...
Composite
51.9
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
6.2 / 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
512
Knownwell Developing agent native
Knownwell is an AI-powered commercial intelligence platform for B2B professional services firms, built around client retention and expansion rather than new-...
Composite
51.9
Agent
78.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.9/100 · developing
Contract Quality
12.1 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.4 / 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
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
513
Apache OpenNLP Developing agent aware
Apache OpenNLP is a machine learning based toolkit for the processing of natural language text. It supports common NLP tasks such as tokenization, sentence s...
Composite
51.8
Agent
38.5
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
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
514
languagelayer Developing agent ready
Language detection REST API that identifies 173 languages and accents from text with confidence scores, character usage statistics, and batch processing supp...
Composite
51.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.8/100 · developing
Contract Quality
16.6 / 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
515
Microsoft Azure AI Foundry Developing agent ready
Microsoft Azure AI Foundry is a unified platform for building, evaluating, and deploying generative AI applications. It provides a model catalog, prompt engi...
Composite
51.8
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.8/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
6.8 / 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
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
516
Weld Developing agent native
Weld is a programmable data-infrastructure platform for moving and transforming data. It runs near real-time ELT/ETL pipelines from 300+ prebuilt connectors,...
Composite
51.8
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.8/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 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
517
Amazon Nova Developing agent ready
Amazon Nova is a new generation of state-of-the-art foundation models from Amazon that deliver a compelling combination of accuracy, speed, and cost efficien...
Composite
51.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
16.3 / 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
518
Fixie Developing agent aware
Fixie is the company behind Ultravox Realtime, a speech-native voice AI platform for building natural, low-latency conversational voice agents. Rather than t...
Composite
51.7
Agent
42.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.7/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 42/100 · 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
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
519
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
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
520
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
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
521
PlayHT Developing agent ready
PlayHT, now operating as PlayAI, is a generative voice platform offering realistic text-to-speech models, AI voice agents, and a podcast generation tool call...
Composite
51.7
Agent
53.8
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
4.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.4 / 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
522
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
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
523
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
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
524
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
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
525
Cognee Developing agent ready
Cognee is an open-source AI memory and knowledge graph platform that enables developers to build persistent, structured memory for AI agents and LLM applicat...
Composite
51.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality
16.1 / 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
526
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
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
527
Opus Developing agent native
OpusClip (Opus) is an AI video platform that turns long-form videos into short-form, viral clips and publishes them to social platforms. The OpusClip API let...
Composite
51.5
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality
11.7 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.1 / 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
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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
528
Scrapfly Developing agent ready
Scrapfly is a web scraping API platform that enables effortless collection of web data with battle-tested APIs that scale. It provides capabilities for scrap...
Composite
51.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality
17.7 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
9.5 / 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
529
Windsurf Developing agent aware
Windsurf (formerly Codeium) is an AI-native code editor featuring Cascade, an autonomous AI agent that can plan multi-step code changes, execute terminal com...
Composite
51.5
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
3.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.8 / 13
Governance
5.7 / 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
530
Yardi Canada Developing agent native
Yardi Canada Ltd. is the Canadian subsidiary of Yardi Systems, Inc. (Goleta, California), opened in Mississauga in 1998 and now headquartered in Toronto with...
Composite
51.5
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.5/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 12
Discoverability
8.8 / 10
Regulatory · Payments
13.1 / 15
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
531
AYLIEN Developing agent ready
AYLIEN is a news intelligence and text analysis platform providing REST APIs for article extraction, sentiment analysis, entity recognition, summarization, c...
Composite
51.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality
15.4 / 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
532
Azure OpenAI Service Developing agent ready
Azure OpenAI Service provides REST API access to OpenAI large language models including GPT-4, GPT-4o, GPT-3.5 Turbo, DALL-E, and Whisper with enterprise-gra...
Composite
51.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
16.8 / 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
533
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
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
534
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
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
535
Nango Developing agent ready
Nango.dev is a developer infrastructure platform that simplifies building product integrations with external APIs. It provides the infrastructure to build re...
Composite
51.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
8.2 / 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
536
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
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
537
PackageX Developing agent native
PackageX provides vision-AI powered logistics execution — software that turns any camera or device into an intelligent scanning agent to automate receiving, ...
Composite
51.4
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
4.2 / 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
538
Serper Developing agent ready
Serper is the world's fastest and most affordable Google Search API, delivering real-time SERP data in 1-2 seconds via a simple REST interface. It supports w...
Composite
51.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.4/100 · developing
Contract Quality
17.9 / 25
Developer Ergonomics
3.9 / 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
539
Birdeye Developing agent ready
Birdeye is an AI-powered customer experience and reputation management platform for multi-location brands. Its REST API enables developers to manage online r...
Composite
51.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.3/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.1 / 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
540
Bud Financial Developing agent ready
Bud Financial (formerly Bud, thisisbud.com) is a UK-based fintech infrastructure company providing AI-driven Open Banking aggregation, transaction enrichment...
Composite
51.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.3/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
0.7 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
Regulatory · Banking & Open Finance
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
541
ELBO AI, INC Developing agent native
ELBO AI, INC operates Puppetry (puppetry.com), an AI video-creation platform that turns any portrait photo into a realistic lip-synced talking-head video. Us...
Composite
51.3
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.3/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.1 / 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
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
542
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
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
543
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
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
544
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
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
545
Deepdub Developing agent native
Deepdub is an AI dubbing, voice-cloning, and text-to-speech company that turns content into natural, emotionally adaptive speech across 100+ languages. Its p...
Composite
51.2
Agent
76.0
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 — 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
546
Mireye Developing agent native
Mireye is infrastructure for physical-world AI agents, turning any US latitude and longitude into sourced, structured geospatial ground truth. Its Mireye Ear...
Composite
51.2
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality
10.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Insurance
11.4 / 15
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
547
Nuclia Developing agent ready
Nuclia is a RAG-as-a-Service / AI search platform (now part of Progress as Progress Agentic RAG). It ingests unstructured data - documents, files, audio, vid...
Composite
51.2
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality
16.7 / 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
548
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
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
549
Shoppable Developing agent ready
Shoppable is embeddable commerce infrastructure that lets shoppers buy any product from any retailer in a single universal cart without leaving the content t...
Composite
51.2
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.2/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
8.1 / 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
550
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
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
551
Mirage Developing agent native
Mirage is an AI research company headquartered in New York City that builds Captions, an AI video editor and generator used by more than 20 million creators,...
Composite
51.1
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.1/100 · developing
Contract Quality
14.0 / 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
552
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
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
553
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
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
554
Spider Developing agent ready
Spider is a Rust-based, AI-friendly web scraping and crawling cloud. Point it at a URL and get back clean markdown, structured JSON, screenshots, or links — ...
Composite
51.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 51.0/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
9.6 / 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
555
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
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
556
AgentPhone Developing agent native
AgentPhone is the telephony infrastructure layer for AI agents. A single REST API provisions real US/Canada phone numbers for agents with voice calling, SMS,...
Composite
50.9
Agent
90.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality
15.9 / 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 — 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
557
Demodesk Developing agent ready
Demodesk is an AI Sales Agent platform for B2B revenue teams, founded in 2018 in Munich, Germany. Four AI agents (Assistant, Coach, Analyst, CRM Concierge) p...
Composite
50.9
Agent
52.9
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
10.0 / 20
Operational Transparency
3.8 / 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
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
558
Scribe Developing agent native
Scribe (scribehow) is an AI workflow-documentation platform founded in 2019 that automatically turns any process or software walkthrough into a step-by-step ...
Composite
50.9
Agent
76.0
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
11.7 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
2.1 / 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
559
Sponge Developing agent native
Sponge builds financial infrastructure for the agent economy — wallets that let AI agents hold and spend money, and a gateway that lets businesses sell servi...
Composite
50.9
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.9/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
11.4 / 15
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
560
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
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
561
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
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
562
Boom Ai Developing agent native
Boom AI (useboom.ai) is a Y Combinator-backed (Fall 2025) San Francisco company building "an AI workforce for your customers" — autonomous agents that hold r...
Composite
50.8
Agent
80.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality
13.0 / 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 — 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
563
Google Cloud Recommendations AI Developing agent aware
Google Cloud Recommendations AI delivers personalized product recommendations at scale. It uses machine learning to understand customer behavior and product ...
Composite
50.8
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality
15.7 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
10.0 / 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
564
Intercom Developing agent ready
Intercom is an AI-powered customer service platform that enables businesses to build seamless customized experiences through its Help Desk and Messenger. The...
Composite
50.8
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 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
565
LangDB Developing agent ready
LangDB is an AI gateway and governance platform that routes requests across 250+ models from providers such as OpenAI, Anthropic, Google, Meta, Mistral, and ...
Composite
50.8
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality
17.9 / 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
566
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
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
567
Slite Developing agent ready
Slite is a collaborative documentation and knowledge base platform with a REST API for managing notes, channels, documents, templates, and team knowledge bas...
Composite
50.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.8/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
4.3 / 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
568
Napkin Developing agent native
Napkin AI turns typed or pasted text into editable visuals — diagrams, charts, icons, and infographics — and into full presentation decks, with no prompting ...
Composite
50.7
Agent
72.1
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
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
4.4 / 13
Governance
0.0 / 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
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
569
Sarvam AI Developing agent ready
Sarvam AI is India's full-stack sovereign AI platform building large language models, speech, and translation systems for Indian languages. The Sarvam API se...
Composite
50.7
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.7/100 · developing
Contract Quality
17.4 / 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
570
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
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
571
Akkio Developing agent aware
Akkio is a no-code predictive AI and AI-workflow-automation platform built for media agencies and data providers. Teams use it to activate data across the ca...
Composite
50.6
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
2.1 / 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
572
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
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
573
Depict Developing agent native
Depict is an AI-assisted merchandising platform for e-commerce brands, headquartered in Stockholm, Sweden and backed by Slow Ventures and Y Combinator. Depic...
Composite
50.6
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.9 / 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
574
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
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
575
Glean Developing agent ready
Glean is an AI-powered work assistant and enterprise search platform that connects to a company's apps and data sources to provide unified search, generative...
Composite
50.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
6.5 / 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
576
Gleap Developing agent ready
Gleap is an in-app customer feedback and bug reporting platform with AI agents that automates the loop from user feedback through code deployment. It provide...
Composite
50.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality
14.7 / 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
577
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
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
578
Napkin.AI Developing agent native
Napkin AI turns typed or pasted text into editable visuals — diagrams, charts, mind maps, icons, and infographics — and into full presentations, with no prom...
Composite
50.6
Agent
72.1
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
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 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
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
579
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
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
580
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
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
581
Velaris Developing agent ready
Velaris is an AI-native Customer Success platform for mid-market and enterprise B2B SaaS teams, centralizing customer data, health scoring, churn and expansi...
Composite
50.6
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.6/100 · developing
Contract Quality
13.8 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.4 / 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
582
Azure Machine Learning Developing agent ready
Azure Machine Learning is an enterprise-grade cloud service for building, training, deploying, and managing machine learning models. It supports the full ML ...
Composite
50.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.5/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
6.8 / 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
583
Arpeggi Labs Developing agent ready
Arpeggi Labs is the company behind Kits AI, a studio-quality AI music and audio platform for musicians, producers, and developers. Kits AI provides voice clo...
Composite
50.4
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.4 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
584
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
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
585
MINE Developing agent native
Mine (MineOS) is a data privacy, governance, and AI security posture management platform backed by Battery Ventures. Its MineOS product automates data mappin...
Composite
50.4
Agent
81.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
5.1 / 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
586
Vooma Developing agent native
Vooma builds AI agents for the freight industry, automating the back office of freight brokers and carriers. Its agents quote loads from email, build orders ...
Composite
50.4
Agent
63.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.4/100 · developing
Contract Quality
13.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 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
587
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
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
588
Google TensorFlow Developing agent aware
Google TensorFlow is an open-source machine learning framework providing APIs and tools for building, training, and deploying ML models, including TensorFlow...
Composite
50.3
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
4.8 / 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
589
Hatch Developing agent ready
Hatch is an AI-powered customer communication platform for service businesses, unifying voice, SMS, and email into a single system with custom AI agents (AI ...
Composite
50.3
Agent
51.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
7 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
590
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
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
591
SUTRA (Two AI) Developing agent ready
SUTRA is a family of multilingual large language models from Two AI (Numeric), fluent in 50+ languages including Hindi, Gujarati, Tamil, Bengali, Korean, Ara...
Composite
50.3
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.3/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 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
592
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
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
593
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
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
594
Groq Developing agent ready
Groq builds custom Language Processing Unit (LPU) silicon optimized for low-latency LLM inference. The GroqCloud API serves popular open models (Llama, GPT O...
Composite
50.2
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.2/100 · developing
Contract Quality
15.3 / 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
595
Qomplement Developing agent native
Qomplement is a San Francisco-based Y Combinator (Spring 2026) company building an AI-native platform for supply chain and document-heavy back-office operati...
Composite
50.2
Agent
67.3
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
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
4.4 / 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
596
Skymerse Developing agent native
Skymerse is a Y Combinator-backed aviation company building one AI system for airline flight operations — from planning and monitoring in the operations cent...
Composite
50.2
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.2/100 · developing
Contract Quality
11.5 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
6.5 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
597
StarTree (Cortexdata) Developing agent aware
StarTree is a real-time analytics company founded by the creators of Apache Pinot. Its managed StarTree Cloud platform ingests streaming and batch data (Kafk...
Composite
50.2
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.2/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
4.1 / 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
598
Google Assistant Developing agent aware
The Google Assistant API enables developers to embed the Google Assistant into devices and applications. It provides conversational interfaces through gRPC a...
Composite
50.1
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
10.0 / 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
599
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
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
600
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
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
601
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
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
602
Terrain Discovery Environment API Developing agent ready
Terrain is the primary REST API gateway for CyVerse's Discovery Environment (DE), an open-source data science workbench. Terrain validates user authenticatio...
Composite
50.1
Agent
48.1
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
5.7 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.1 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
Regulatory · Health
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
603
TextGears Developing agent ready
TextGears is a grammar checking and text analysis REST API providing spelling corrections, grammar error detection, readability scoring, language detection, ...
Composite
50.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.1/100 · developing
Contract Quality
16.6 / 25
Developer Ergonomics
3.9 / 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
604
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
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
605
Gender API Developing agent ready
Gender-API is an AI-powered service that determines whether a first name is more likely to be used by males or females, with optional localization by country...
Composite
50.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.0/100 · developing
Contract Quality
14.0 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
16.8 / 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
606
Tako Developing agent native
Tako is an AI answer-engine API for authoritative, source-grounded data. It serves live financial, macroeconomic, and company data as cited answers, structur...
Composite
50.0
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 50.0/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
0.0 / 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
607
AI21 Labs Developing agent ready
AI21 Labs is an enterprise foundation-model company best known for the Jamba family of open-weight hybrid Mamba/Transformer models and AI21 Maestro, a dynami...
Composite
49.9
Agent
53.8
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
5.7 / 20
Commercial Clarity
7.9 / 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
608
Camb.AI Developing agent ready
Camb.AI is a generative voice AI platform for translation, dubbing, and speech. Its research models - MARS (text-to-speech and voice cloning) and BOLI (neura...
Composite
49.9
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality
17.3 / 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
609
Coactive Developing agent ready
Coactive is a multimodal AI platform that delivers a contextual intelligence layer for modern media, turning unstructured images and video into structured, s...
Composite
49.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality
13.2 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.1 / 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
610
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
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
611
Hivemapper Developing agent aware
Hivemapper (Bee Maps) is a decentralized mapping network that turns a planetary-scale fleet of purpose-built "Bee" dashcams into fresh, structured, queryable...
Composite
49.9
Agent
37.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 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
612
OutRival Developing agent native
OutRival is a conversational AI platform that deploys AI agents ("Digital Workers" / companions) to handle high-volume customer engagement across voice calls...
Composite
49.9
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.9/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
10.0 / 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
613
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
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
614
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
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
615
Fiddler Labs Developing agent aware
Fiddler Labs (Fiddler AI) is an enterprise AI Observability and Security platform that provides unified visibility, context, and control across AI agents, LL...
Composite
49.8
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
8.9 / 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
616
Fini Developing agent native
Fini AI provides self-improving AI agents for enterprise customer support across voice, chat, and email. Built on a RAGless retrieval engine, the Fini Agent ...
Composite
49.8
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.8/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
12.1 / 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
617
Nightfall AI Developing agent ready
Nightfall AI is a data security platform that specializes in identifying and protecting sensitive information within an organization. By utilizing machine le...
Composite
49.8
Agent
55.8
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
6.1 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 12
Discoverability
6.8 / 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
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
618
Aptly Developing agent native
Aptly is the AI operations layer for property management, built by Invisible Apps, Inc. It unifies resident and owner communication (calls, texts, emails, an...
Composite
49.7
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.7/100 · developing
Contract Quality
14.4 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
8.9 / 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
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
619
Patsnap Developing agent native
Patsnap is an AI-native innovation intelligence platform for patent, R&D and life-sciences data, serving more than 18,000 innovators worldwide. Its Eureka Op...
Composite
49.7
Agent
62.5
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
12.6 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
1.4 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
9.8 / 15
Agent readiness — 63/100 · 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
0 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
620
Mem Developing agent native
Mem is an AI-native note-taking and knowledge workspace that captures notes, meetings, and ideas and keeps them instantly searchable and discoverable. It pai...
Composite
49.6
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.6/100 · developing
Contract Quality
11.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
4.1 / 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
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
621
Ravelin Developing agent aware
Ravelin is a London-based fraud detection and prevention platform offering AI-native, real-time decisioning APIs for online merchants. Their products cover p...
Composite
49.6
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.6/100 · developing
Contract Quality
14.5 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
8.8 / 10
Regulatory · Payments
10.1 / 15
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
622
Clarifeye Developing agent native
Clarifeye is an AI-native knowledge infrastructure platform that captures the undocumented knowledge locked in people's heads. Its AI interviewer, Clara, run...
Composite
49.5
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.5/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.5 / 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
623
The Hog Developing agent native
The Hog is a real-time web intelligence API for AI agents and go-to-market teams, founded in 2025 (Y Combinator F25) by Hudson Liao and Paulo Nascimento in S...
Composite
49.5
Agent
84.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.5/100 · developing
Contract Quality
14.5 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.4 / 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
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
624
KugelAudio Developing agent ready
KugelAudio is a Y Combinator-backed, Germany-based voice AI company (KugelAudio GmbH) offering low-latency text-to-speech built, trained, and hosted entirely...
Composite
49.4
Agent
49.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 49/100 · 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
0 / 3
625
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
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
626
Sobot Developing agent ready
Sobot is an all-in-one AI-powered contact center and customer engagement platform used by more than 100,000 companies worldwide. Its products span an omnicha...
Composite
49.4
Agent
56.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.4/100 · developing
Contract Quality
14.7 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
3.1 / 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
627
Atomicwork Developing agent ready
Atomicwork is an agentic service management (ITSM/ESM) platform that pairs an AI "coworker" (Atom) with a modern service desk for IT, HR, and other enterpris...
Composite
49.3
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality
11.2 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.1 / 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
628
Contextual AI Developing agent ready
Contextual AI is an enterprise RAG platform built around a Grounded Language Model (GLM) engineered to minimize hallucinations. Its REST API exposes end-to-e...
Composite
49.3
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.4 / 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
629
Fireworks AI Developing agent ready
Fireworks AI is a production-grade inference platform for open-source and proprietary generative models. The Fireworks API hosts Llama, DeepSeek, Qwen, Mixtr...
Composite
49.3
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality
16.0 / 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
630
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
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
631
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
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
632
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
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
633
VoiceGenie Developing agent native
VoiceGenie (Ori Labs Ltd.) is a conversational voice AI platform for sales automation that lets teams deploy AI voice agents to run outbound and inbound phon...
Composite
49.3
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.3/100 · developing
Contract Quality
16.6 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
1.0 / 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
634
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
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
635
miso.ai Developing agent ready
Miso (Miso Technologies, askmiso.com) is an AI personalization, search, and answers platform for publishers, media companies, and retailers. Miso trains mach...
Composite
49.2
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality
13.9 / 25
Developer Ergonomics
15.7 / 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
636
R Developing agent aware
R is a free, open-source programming language and statistical computing environment maintained by the R Core Team and supported by the R Foundation. It provi...
Composite
49.2
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 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
637
Retell AI Developing agent ready
Retell AI is a platform to build, test, and deploy AI voice agents for phone calls. Its conversational voice API orchestrates LLM responses, telephony, speec...
Composite
49.2
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.2/100 · developing
Contract Quality
15.9 / 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
638
Campfire Developing agent native
Campfire is an AI-native ERP built for high-growth startups and mid-market finance teams outgrowing QuickBooks or Xero, or replacing NetSuite and Sage Intacc...
Composite
49.1
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
3.1 / 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
639
Element5 Developing agent native
Element5 is a post-acute healthcare workflow automation platform that uses coordinated AI agents (Neos) to automate revenue cycle management (RCM) and back-o...
Composite
49.1
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality
18.3 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
6.3 / 20
Operational Transparency
1.0 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
8.5 / 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
640
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
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
641
Orthogonal Developing agent ready
Orthogonal is a unified API and payment layer for AI agents, backed by Pantera Capital and Y Combinator. An agent describes what it needs in natural language...
Composite
49.1
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.1 / 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
642
Papago Developing agent ready
Naver Papago translation REST API for translating text between Korean, English, Japanese, Chinese, and other Asian and European languages using Neural Machin...
Composite
49.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality
13.2 / 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
643
Precog Developing agent native
Precog is an enterprise AI platform that acts as a "context engine" — turning fragmented, context-stripped data from SaaS applications and databases into liv...
Composite
49.1
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality
15.0 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
2.1 / 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
644
ZeroEntropy Developing agent aware
ZeroEntropy builds specialized, lightweight AI models for information retrieval and retrieval-augmented generation (RAG). Its zerank rerankers and zembed emb...
Composite
49.1
Agent
31.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
0.7 / 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
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
645
Altimate AI Developing agent native
Altimate AI is an agentic data engineering platform that gives data teams AI "Datamates" — trustworthy agents that build data pipelines, migrate workloads, m...
Composite
49.0
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality
12.7 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
1.4 / 13
Governance
0.0 / 12
Discoverability
6.8 / 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
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
646
Blobr Developing human only
Blobr is an AI-powered Google Ads management platform that deploys specialized AI agents to automate campaign optimization, keyword management, ad copy impro...
Composite
49.0
Agent
6.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality
8.5 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
16.8 / 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
647
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
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
648
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
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
649
Frontline Developing agent native
Frontline is an AI-native CRM platform that builds and maintains itself. It unifies customer context from WhatsApp, email, and meetings, ships AI agents (Max...
Composite
49.0
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 49.0/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
0.0 / 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
650
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
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
651
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
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
652
Argilla Developing agent ready
Argilla is an open-source data annotation and curation platform designed for AI engineers and domain experts building high-quality datasets for LLMs and NLP ...
Composite
48.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
653
Clarifai Developing agent aware
Clarifai is an AI computer vision and NLP platform providing REST and gRPC APIs for image recognition, object detection, text analysis, visual search, and cu...
Composite
48.9
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality
13.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
5.5 / 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
654
EvolutionaryScale Developing agent ready
EvolutionaryScale is a New York-based biology foundation model lab spun out of Meta AI's ESM team that develops AI to deepen scientific understanding of biol...
Composite
48.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality
19.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.1 / 13
Governance
8.8 / 12
Discoverability
8.8 / 10
Regulatory · Health
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
655
Lucidworks Developing agent ready
Lucidworks builds AI-powered search, discovery, and agent platforms used by enterprise commerce, support, and workplace teams. The Lucidworks AI Platform, Fu...
Composite
48.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
7.4 / 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
656
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
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
657
Phonic Developing agent native
Phonic is a San Francisco voice AI company (founded 2024, seed-backed by Lux Capital) building the first end-to-end speech-to-speech platform for reliable co...
Composite
48.9
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
6.3 / 20
Operational Transparency
7.9 / 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
658
Revefi Developing agent ready
Revefi is an AI-powered data operations platform that delivers FinOps, observability, and optimization for modern data warehouses and AI/LLM workloads. Its z...
Composite
48.9
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.9/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
0.0 / 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
659
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
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
660
Golden Recursion Developing agent native
Golden Recursion Inc. builds Golden, a San Francisco company using machine intelligence to construct a self-building knowledge graph of millions of connected...
Composite
48.8
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 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
661
Motion Elements Developing agent ready
MotionElements is a global creative-asset marketplace and AI production platform offering an unlimited-download subscription catalog of 26M+ royalty-free ass...
Composite
48.8
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.7 / 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
662
Nex Developing agent native
Nex is the workflow execution and context layer for AI-native business operations — where AI workflows become reliable business software. It builds a unified...
Composite
48.8
Agent
65.4
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
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
663
Composite
48.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality
12.6 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
8.2 / 13
Governance
0.0 / 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
664
Runautomat Developing agent native
Runautomat (dba Automat) builds AI agents that operate computers the way people do, replacing legacy RPA tools like UiPath, Automation Anywhere, and Blue Pri...
Composite
48.8
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.8/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.5 / 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
665
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
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
666
Agno Developing agent ready
Agno (formerly Phidata) is an open-source Python framework for building multi-agent AI systems, paired with AgentOS - a self-hostable runtime that turns agen...
Composite
48.7
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality
15.0 / 25
Developer Ergonomics
4.3 / 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
667
Gojiberry AI Developing agent native
Gojiberry AI is a Y Combinator-backed (P26), EU-hosted AI sales development platform that turns a company website into an autonomous go-to-market agent. The ...
Composite
48.7
Agent
63.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
8.9 / 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
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
668
Klutch Developing agent aware
Klutch (Klutch Card) is a US consumer fintech that issues an "app-powered" programmable credit card — Klutch Credit (unsecured) and Klutch Spend (collaterali...
Composite
48.7
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
18.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
1.7 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Payments
11.4 / 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
669
Predoc Developing agent aware
Predoc is an AI-native medical records platform that automates the retrieval, aggregation, normalization, de-duplication, and structured delivery of complete...
Composite
48.7
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.2 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
9.8 / 15
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
670
Reclaim.ai Developing agent ready
AI-powered scheduling platform with a REST API for managing tasks, habits, meeting buffers, and automatically optimizing calendar time for deep work and meet...
Composite
48.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.7/100 · developing
Contract Quality
11.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
5.5 / 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
671
Cartesia Developing agent ready
Cartesia builds real-time voice AI - the Sonic family of text-to-speech models, Ink speech-to-text models, and a Voice Agents platform for building and deplo...
Composite
48.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 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
672
Develop Health Developing agent ready
Develop Health is a San Francisco-based healthcare technology company that automates medication access for prescribers using generative AI. Its platform runs...
Composite
48.6
Agent
51.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
8.1 / 15
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
0 / 7
Typed Event Surface
6 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
673
Dexterity Developing agent aware
Dexterity is a Redwood City, California Physical AI company founded in 2017 by Samir Menon and a group of Stanford roboticists. It builds a full-stack indust...
Composite
48.6
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality
15.7 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.1 / 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
674
Facilio Developing agent native
Facilio is a connected operations platform for facility, property, and asset management, built around an AI-powered CMMS (Computerized Maintenance Management...
Composite
48.6
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
10.5 / 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
675
Hume AI Developing agent ready
Hume AI builds empathic voice and emotional AI models. The platform exposes four published APIs: Voices, Octave Text-to-Speech, Empathic Voice Interface (EVI...
Composite
48.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality
15.3 / 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
676
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
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
677
xAI Developing agent ready
xAI is an AI research lab founded by Elon Musk. The xAI API exposes Grok foundation models for chat, function calling, vision, voice, image generation, and v...
Composite
48.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.6/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 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
678
Adaptive ML Developing agent native
Adaptive ML builds Adaptive Engine, an enterprise platform for developing, evaluating, and serving specialized open-source large language models via reinforc...
Composite
48.5
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.5/100 · developing
Contract Quality
13.9 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
4.7 / 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
679
Ex-Human Developing agent native
Ex-Human is a "Digital Human as a Service" platform that provides a single, unified API for building fully immersive, emotionally intelligent AI companions t...
Composite
48.5
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.5/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 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
680
Letta Developing agent ready
Letta (formerly MemGPT) builds stateful AI agents with persistent memory that runs as a service. The Letta REST API creates, configures, and messages agents ...
Composite
48.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.5/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 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
681
tl;dv Developing agent aware
tl;dv is an AI meeting notetaker for Zoom, Google Meet and Microsoft Teams that automatically records, transcribes and summarizes meetings in 30+ languages a...
Composite
48.5
Agent
26.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.5/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
1.4 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 27/100 · 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
4 / 4
Consent & Bot Identity
0 / 3
682
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
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
683
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
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
684
Jupyter Notebooks Developing agent ready
Jupyter Notebooks is the original web application for creating and sharing computational documents. APIs cover the notebook server, kernels, sessions, conten...
Composite
48.4
Agent
48.1
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
5.2 / 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
685
Orderly Health Developing agent ready
Orderly Health is a Denver, Colorado healthcare data company that keeps provider directories accurate and usable. Founded in 2015, its API-first platform use...
Composite
48.4
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
8.1 / 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
686
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
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
687
Together AI Developing agent ready
Together AI is an AI acceleration cloud delivering fast, scalable, and reliable generative-AI infrastructure. The Together API serves open-source and proprie...
Composite
48.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality
15.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 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
688
Tollbit Developing agent ready
TollBit is the web stack for the agentic internet, giving publishers and commerce sites the infrastructure to analyze, control, and monetize AI agent access ...
Composite
48.4
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality
14.8 / 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 — 58/100 · 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
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
689
TwelveLabs Developing agent ready
TwelveLabs builds video-understanding foundation models (Marengo for search and embeddings, Pegasus for analyzing video and generating text). The TwelveLabs ...
Composite
48.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.4/100 · developing
Contract Quality
15.5 / 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
690
Docling Developing agent aware
Docling is an open-source toolkit for parsing diverse document formats — PDF, DOCX, PPTX, XLSX, HTML, images, audio, LaTeX, plain text — into a unified, loss...
Composite
48.3
Agent
31.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.3/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
2.7 / 13
Governance
8.8 / 12
Discoverability
8.8 / 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
691
Martian Developing agent ready
Martian operates an LLM model router and gateway that dynamically routes each request to the best underlying model across providers for the optimal balance o...
Composite
48.3
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.3/100 · developing
Contract Quality
18.2 / 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
692
Casap Developing agent native
Casap is an award-winning agentic-AI dispute automation platform for banks, credit unions, and fintechs. It automates payment dispute (chargeback) intake, in...
Composite
48.2
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Banking & Open Finance
9.8 / 15
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
693
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
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
694
duvo.ai Developing agent native
Duvo (taskcrew Inc.) is an enterprise process-intelligence and automation platform that captures how work actually happens and turns it into shared process c...
Composite
48.2
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.3 / 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
695
Lingopal Developing agent native
Lingopal is an AI translation company building a real-time language layer for live and on-demand video. Its platform delivers sub-10-second AI dubbing and ca...
Composite
48.2
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
13.5 / 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
696
Rhizome Ai Developing agent native
Rhizome AI is an AI-powered regulatory research platform for pharmaceutical and medical device companies. It lets regulatory affairs teams ask questions and ...
Composite
48.2
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.2/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
8.1 / 15
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
697
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
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
698
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
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
699
International Business Machines Developing agent ready
IBM (International Business Machines) provides a comprehensive suite of cloud APIs spanning artificial intelligence, infrastructure, and data management. Key...
Composite
48.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.4 / 13
Governance
8.8 / 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
700
Predibase Developing agent ready
Predibase is a platform for fine-tuning and serving open-source LLMs. It pairs efficient LoRA / Turbo LoRA supervised and reinforcement (GRPO) fine-tuning wi...
Composite
48.1
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality
15.2 / 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
701
Prosper AI Developing agent ready
Prosper AI is an AI-native voice automation platform for healthcare operations, founded in 2023 and backed by Andreessen Horowitz (a16z), Emergence Capital, ...
Composite
48.1
Agent
47.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality
11.3 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
11.4 / 15
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
702
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
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
703
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
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
704
Shapes Developing agent ready
Shapes, Inc. is a social AI platform where humans and AI characters ("Shapes") share the same group chats. Shapes are general-purpose social agents with rich...
Composite
48.1
Agent
47.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality
14.4 / 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 — 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
705
VBOUT Developing agent native
VBOUT is an AI-enabled marketing automation platform used by agencies and small-to-mid-size businesses to run email marketing, social media scheduling, landi...
Composite
48.1
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality
11.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.7 / 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
706
Voiceitt Developing agent native
Voiceitt builds inclusive voice AI — automatic speech recognition designed for people with non-standard speech, including speech disabilities, aging adults, ...
Composite
48.1
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.1/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
0.0 / 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
707
Accept Developing agent native
Accept Labs is the company behind MIDAS, an open-source authority-governance engine for autonomous decisions. MIDAS evaluates every agent or AI-system action...
Composite
48.0
Agent
83.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality
16.1 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
5.8 / 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
708
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
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
709
Phenom Developing agent ready
Phenom is an HR technology company whose Intelligent Talent Experience platform applies AI to every stage of the talent lifecycle — helping candidates find a...
Composite
48.0
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
2.1 / 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
710
Resistant AI Developing agent native
Resistant AI protects financial-services organizations from fraud and financial crime with AI. Its Documents product detects fake, tampered, forged, and AI-g...
Composite
48.0
Agent
81.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 48.0/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
3.7 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
711
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
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
712
Ava Protocol Developing agent native
Ava Protocol is an AI-powered onchain automation platform for Ethereum and L2s (Base, Soneium), and the evolution of the OAK Network Substrate automation par...
Composite
47.9
Agent
74.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality
13.0 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 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
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
713
Coram Ai Developing agent native
Coram AI is an AI-native unified physical security platform that brings video surveillance, access control, emergency management, and visitor verification in...
Composite
47.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
6.8 / 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
714
Era Developing agent aware
Era is an AI-native personal finance platform that connects a user's bank accounts to any MCP-compatible AI assistant — Claude, ChatGPT, Gemini, Cursor, and ...
Composite
47.9
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
6.2 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Banking & Open Finance
13.4 / 15
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
0 / 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
715
Exactly Ai Developing agent native
Exactly.ai is a private, brand-safe AI image generation platform for brands, agencies, and creative teams. It trains custom AI "style" models from as few as ...
Composite
47.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality
14.4 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
10.5 / 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
716
Monaco Developing agent native
Monaco is an AI-native revenue platform for startups that replaces legacy CRM systems and disparate sales point solutions with a single revenue engine. It un...
Composite
47.9
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.9/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
3.4 / 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
0 / 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
717
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
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
718
Clerk.io Developing agent aware
Clerk.io is an e-commerce personalization platform that uses artificial intelligence and machine learning to deliver tailored product recommendations, on-sit...
Composite
47.8
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality
11.8 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
6.8 / 13
Governance
3.2 / 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
719
Rainbird Technologies Developing agent ready
Rainbird Technologies is an AI decision automation platform for regulated industries (banking and finance, insurance, tax and audit, healthcare, and law). It...
Composite
47.8
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality
13.4 / 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 — 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
720
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
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
721
Tavus Developing agent ready
Tavus builds the Conversational Video Interface (CVI), an end-to-end pipeline that combines AI behavior with lifelike digital humans for real-time video conv...
Composite
47.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
13.7 / 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
722
Triton Inference Server Developing agent aware
NVIDIA Triton Inference Server provides a cloud and edge inferencing solution optimized for both CPUs and GPUs. Triton supports an HTTP/REST and gRPC protoco...
Composite
47.8
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
3.9 / 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
723
Zenlytic Developing agent aware
Zenlytic is an AI-powered business intelligence platform built around Zoë, an autonomous AI data analyst that turns natural-language questions into verified,...
Composite
47.8
Agent
31.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.8/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
6.8 / 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
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
724
Adaptive Security Developing agent native
Adaptive Security is the human security platform for the AI era, defending organizations against AI-powered social engineering — deepfakes, voice cloning, ph...
Composite
47.7
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality
9.4 / 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 — 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
725
Cenevo Developing agent native
Cenevo is an AI-enabled lab automation company (the maker of Labguru and Mosaic, formerly BioData) that helps scientists, research institutions, and biopharm...
Composite
47.7
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality
13.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
1.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
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
726
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
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
727
Lakera Developing agent ready
Lakera is an AI security company building runtime defenses for generative AI applications. Its flagship Lakera Guard API screens prompts and responses for pr...
Composite
47.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
7.8 / 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
728
Userlens Developing agent ready
Userlens is an AI-native customer success platform for B2B SaaS that deploys LLM-powered agents to monitor every customer account, predict churn from actual ...
Composite
47.7
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.7/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
0.7 / 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
729
Dog CEO Developing agent aware
Free REST API providing random dog images organized by breed and sub-breed from 120+ breeds. Backed by the Stanford Dogs Dataset and community-contributed ph...
Composite
47.6
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.4 / 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
730
Fellow Developing agent ready
Fellow is an AI meeting assistant and meeting-management platform that records, transcribes, and summarizes meetings, then captures structured notes, action ...
Composite
47.6
Agent
50.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality
7.0 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 50/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
731
Humaans Developing agent aware
Humaans is a London-headquartered modern HRIS (Human Resources Information System) for fast-growing, distributed teams. The platform combines a best-in-class...
Composite
47.6
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 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
732
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
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
733
Moonshot AI Developing agent ready
Moonshot AI is a Chinese foundation model company best known for Kimi, an LLM with industry-leading long-context capabilities. The Moonshot platform exposes ...
Composite
47.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 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
734
Trellis Developing agent aware
Trellis (Trellistech) is a Y Combinator-backed, AI-powered property operations platform for short-term and vacation rental operators. Trellis deploys AI agen...
Composite
47.6
Agent
37.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.6/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
6.8 / 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
735
San Francisco Compute Company Developing agent ready
San Francisco Compute Company (SF Compute) operates a market for buying short-duration time on H100 and H200 GPU clusters with no long-term contracts. Custom...
Composite
47.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.5/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
10.5 / 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
736
Teammates Developing agent ready
Teammates ("AI that works") is Super Duper Labs' end-to-end platform for designing and managing a virtual AI workforce. Companies create AI teammates that au...
Composite
47.5
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.5/100 · developing
Contract Quality
14.0 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
737
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
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
738
Biolevate Developing agent native
Biolevate is an AI Knowledge Platform accelerating life sciences. Its Elise platform connects to an organization's document storage backends (S3, Azure, GCS,...
Composite
47.4
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
8.1 / 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
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
739
Gong Developing agent ready
Gong is the revenue intelligence platform that captures and analyzes customer interactions across calls, emails, and meetings. APIs expose calls, transcripts...
Composite
47.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
7.4 / 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
740
Kustomer Developing agent ready
Kustomer is an AI-powered customer service CRM that unifies conversations, customer data, automation, and reporting across channels.
Composite
47.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality
18.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.3 / 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
741
Sahara AI Developing agent native
Sahara AI is a decentralized AI platform (backed by Pantera Capital) building infrastructure for the agentic economy: an AI Developer Platform for building a...
Composite
47.4
Agent
61.5
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
13.5 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.7 / 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
742
Sana Developing agent ready
Sana is an enterprise AI platform, now part of Workday, offering two products: Sana, an AI knowledge and agent workspace that automates tasks, answers questi...
Composite
47.4
Agent
49.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.4/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
10.9 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 49/100 · 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
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
743
HeyGen Developing agent ready
HeyGen is an AI video generation platform that creates studio-quality avatar videos, voice clones, and translated video content from simple text prompts. The...
Composite
47.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality
14.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
13.7 / 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
744
Listen Labs Developing agent ready
Listen Labs is an AI-powered customer research platform that runs AI-moderated user interviews end to end: you define a research goal and a study guide, List...
Composite
47.3
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
1.7 / 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
745
OpenLaws Developing agent ready
OpenLaws is a Public Benefit Corporation that provides programmatic access to U.S. law text — federal and state statutes, regulations, constitutions, and cas...
Composite
47.3
Agent
48.1
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
6.1 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.2 / 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
746
Swap Developing agent ready
Swap (Swap Commerce, Inc.) is an agentic commerce platform that helps merchants sell, ship, and scale globally, powering 700+ brands across AI-led product di...
Composite
47.3
Agent
48.1
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
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
9.8 / 15
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
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
747
Tana Developing agent native
Tana Inc. builds two products that share the Tana brand: Tana, an agentic meeting platform where AI agents do real work during native video calls and land de...
Composite
47.3
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 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
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
748
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
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
749
Z League Developing agent ready
Z League is an a16z-backed startup that operates the MEGA platform (gomega.ai) — a suite of AI marketing agents that autonomously manage SEO, paid advertisin...
Composite
47.3
Agent
49.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.3/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 49/100 · 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
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
750
LibreTranslate Developing agent aware
Free and open-source machine translation REST API supporting 30+ languages with self-hostable deployment and no third-party service dependency. Powered by th...
Composite
47.2
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
10.0 / 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
751
Rasa Developing agent native
Rasa is an open-core conversational AI framework for enterprises, built by Rasa Technologies GmbH, that natively leverages generative AI through CALM (Conver...
Composite
47.2
Agent
61.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality
12.6 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
8.8 / 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
752
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
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
753
Walrus Protocol Developing agent native
Walrus is a decentralized blob storage protocol built on Sui by Mysten Labs, the team behind the Sui blockchain. It provides robust, cost-effective storage f...
Composite
47.2
Agent
63.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.2/100 · developing
Contract Quality
9.4 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
6.3 / 20
Operational Transparency
4.8 / 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
754
Anchor Browser Developing agent ready
Anchor Browser is an AI-native cloud browser infrastructure platform that lets AI agents interact with the web the same way a human would. It provides hosted...
Composite
47.1
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
4.8 / 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
755
Biodock Developing agent aware
Biodock is an AI platform that makes deep learning easy to train, run, and interpret on biological and microscopy images, dramatically accelerating R&D image...
Composite
47.1
Agent
22.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
14.4 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
9.8 / 15
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
756
Conxai Developing agent native
Conxai (CONXAI Technologies GmbH) is a Munich, Germany-based startup building a no-code, agentic AI platform purpose-built for the construction and AEC (arch...
Composite
47.1
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 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
757
Fixture Developing agent native
Fixture is an AI-native CRM built for startups, backed by Y Combinator (Winter 2026 batch). Fixture aggregates every customer interaction — email, calendar, ...
Composite
47.1
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
14.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 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
758
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
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
759
Google Dialogflow Developing agent ready
Google Dialogflow is a natural language understanding platform that makes it easy to design and integrate conversational user interfaces into mobile apps, we...
Composite
47.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 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
760
Hevn Inc Developing agent ready
HEVN Inc (Y Combinator S26) is a fintech platform that lets non-US companies operate in USD without a US entity. It opens named virtual business accounts wit...
Composite
47.1
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Banking & Open Finance
8.1 / 15
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
761
Microsoft Cognitive Services Developing agent ready
Microsoft Cognitive Services (Azure AI Services) provides AI APIs for vision, speech, language, and OpenAI model access.
Composite
47.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
14.2 / 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
762
Wispr AI Developing agent ready
Wispr AI is the company behind Wispr Flow, an AI voice-to-text dictation product that turns natural speech into polished, formatted text in any application a...
Composite
47.1
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.1/100 · developing
Contract Quality
12.3 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 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
763
ACI.dev Developing agent aware
ACI.dev (Aipolabs Agent-Computer Interface) is an open-source tool-calling platform that hooks AI agents into 600+ pre-built tools through direct function ca...
Composite
47.0
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality
18.0 / 25
Developer Ergonomics
9.1 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.7 / 13
Governance
10.4 / 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
764
Improvado Developing agent ready
Improvado is a marketing intelligence and AI-agent platform that connects, extracts, transforms, and loads data from 876+ marketing, advertising, sales, and ...
Composite
47.0
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.5 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 55/100 · 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
3 / 3
765
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
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
766
Sift Science Developing agent aware
Sift (formerly Sift Science) is a Digital Trust & Safety platform that uses machine learning to help online businesses stop payment fraud, account takeover, ...
Composite
47.0
Agent
15.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 47.0/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
10.0 / 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
767
Unitlab AI Developing agent ready
Unitlab AI is an enterprise multimodal data annotation platform for AI teams, providing a unified workspace to label images, video, audio, text, documents, a...
Composite
47.0
Agent
51.0
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
13.5 / 20
Commercial Clarity
8.9 / 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
768
Cosmo Tech Developing agent native
Cosmo Tech is a predictive and prescriptive AI-simulation (digital twin) platform for industry, based in Lyon, France and backed by Insight Partners. Its ope...
Composite
46.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality
12.2 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 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
769
Jina AI Developing agent ready
Jina AI provides Search Foundation APIs for AI-powered applications, offering embeddings, reranking, and web reading capabilities. Their Reader API converts ...
Composite
46.9
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality
14.7 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 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
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
770
Lightpanda Developing agent aware
Lightpanda is an open-source headless browser built from scratch in Zig for AI agents and large-scale automation. It is not a REST API; its programmable inte...
Composite
46.9
Agent
29.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality
15.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
4.8 / 13
Governance
8.8 / 12
Discoverability
10.0 / 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
771
Narrative Sports Developing agent native
Narrative Sports (Narrative AI Inc., YC Fall 2025, listed by Y Combinator as "usenarrative") is an AI-powered sports content platform that automates the crea...
Composite
46.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality
11.7 / 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 — 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
RTB House Developing agent ready
RTB House is a next-generation performance demand-side platform (DSP) that uses proprietary deep learning algorithms to power retargeting and programmatic ad...
Composite
46.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality
13.1 / 25
Developer Ergonomics
4.3 / 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
773
VerbIT Developing agent aware
Verbit is an AI-based transcription and captioning company whose platform pairs a state-of-the-art automatic speech recognition (ASR) engine with professiona...
Composite
46.9
Agent
31.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.9/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 32/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 15
MCP Server
0 / 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
774
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
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
775
Bolna Developing agent ready
Bolna is a voice AI platform for building, testing, deploying, and scaling conversational voice agents that place and receive phone calls with human-like, mu...
Composite
46.8
Agent
50.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.8/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 50/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
776
Bytez Developing agent native
Bytez is a unified, serverless model-inference API that gives developers access to 100,000+ open-source and closed-source AI models (from OpenAI, Anthropic, ...
Composite
46.8
Agent
72.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.8/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 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
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
777
Definite Developing agent aware
Definite is an all-in-one, AI-native data platform that consolidates data integration, warehouse storage, a semantic layer, BI dashboards, and AI agents into...
Composite
46.8
Agent
35.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.8/100 · developing
Contract Quality
5.7 / 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 — 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
778
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
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
779
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
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
780
Kimi (Moonshot AI) Developing agent ready
Moonshot AI is a Beijing-based AI lab that develops the Kimi family of long-context multilingual large language models. The consumer assistant is available a...
Composite
46.7
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.7/100 · developing
Contract Quality
16.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 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
781
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
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
782
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
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
783
.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
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
784
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
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
785
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
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
786
Numerai Developing agent ready
Numerai is a San Francisco hedge fund that crowdsources its stock-market trading models from a global community of data scientists. Participants download obf...
Composite
46.6
Agent
52.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.6/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
9.2 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 53/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
3 / 3
787
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
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
788
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
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
789
Apollo Developing agent aware
Apollo.io is an AI-powered B2B sales intelligence and engagement platform combining a database of 230M+ verified contacts and 30M+ companies with prospecting...
Composite
46.5
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.5/100 · developing
Contract Quality
10.4 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
17.4 / 20
Operational Transparency
4.8 / 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
790
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
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
791
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
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
792
Tavily Developing agent ready
Tavily is a web access API platform optimized for LLMs and AI agents. It exposes a unified REST surface for real-time web search, page content extraction, si...
Composite
46.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.5/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
13.7 / 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
793
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
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
794
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
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
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.4/100 · developing
Contract Quality
16.7 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
10.4 / 12
Discoverability
5.5 / 10
Regulatory · Payments
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
796
Impossible Cloud Developing agent ready
Impossible Cloud is a European sovereign cloud platform headquartered in Hamburg, Germany, providing S3-compatible object storage (11 nines durability, Objec...
Composite
46.4
Agent
52.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.4/100 · developing
Contract Quality
9.4 / 25
Developer Ergonomics
12.2 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
2.7 / 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
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
0 / 4
Consent & Bot Identity
0 / 3
797
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
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
798
Laurel Developing agent native
Laurel is an AI timekeeping and work-intelligence platform for professional services firms — law, accounting and advisory. Rather than asking timekeepers to ...
Composite
46.3
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.3/100 · developing
Contract Quality
10.5 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.4 / 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
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
799
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
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
800
D3 Developing agent native
D3 is a crypto-infrastructure company building the internet's domain layer, tokenized. Through its Doma Protocol, D3 brings ICANN domain names on-chain as to...
Composite
46.2
Agent
70.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.2/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
15.7 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 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
801
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
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
802
Ryft Developing agent ready
Ryft is the intelligent Apache Iceberg management platform - a data lakehouse optimization layer that continuously monitors, manages, and optimizes Iceberg t...
Composite
46.2
Agent
47.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.2/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
0.0 / 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
803
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
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
804
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
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
805
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
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
806
Datasaur Developing agent aware
Datasaur is an enterprise AI lab that builds private, secure LLM and data solutions deployed on a customer's own infrastructure. Its Data Studio is a collabo...
Composite
46.1
Agent
31.7
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
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
6.8 / 10
Agent readiness — 32/100 · 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
0 / 4
Consent & Bot Identity
0 / 3
807
Golden Developing agent native
Golden is a company-data and knowledge-graph platform that builds a continuously updated, citation-backed map of companies, technologies, people, and the rel...
Composite
46.1
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 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
808
Hugging Face Transformers Developing agent native
Hugging Face Transformers is an open-source machine learning library providing thousands of pretrained models and pipelines for Natural Language Processing, ...
Composite
46.1
Agent
78.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality
11.0 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 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
809
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
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
810
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
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
811
Layercode Developing agent ready
Layercode provides voice-AI agent infrastructure - low-latency voice pipelines that turn any LLM or text-based agent into a conversational voice agent for we...
Composite
46.1
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 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
812
Microsoft 365 Copilot Developing agent ready
Microsoft 365 Copilot is an AI-powered productivity tool that combines large language models (LLMs) with Microsoft 365 apps and business data to enhance crea...
Composite
46.1
Agent
52.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.1/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
813
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
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
814
Unisound Developing agent aware
Unisound (云知声) is a Chinese AGI technology company delivering conversational AI across smart living and smart healthcare. Its Token Hub MaaS platform exposes...
Composite
46.1
Agent
24.0
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
12.6 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
8.1 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
815
Causa Prima Developing agent native
Causa Prima is an AI-native fintech building an agent-to-agent network for finance teams — automating invoicing, dispute resolution, and dynamic (early-payme...
Composite
46.0
Agent
74.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.0/100 · developing
Contract Quality
12.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Payments
9.8 / 15
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
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
816
Cedarai Developing agent ready
Cedar AI builds ARMS (Automated Rail Management System), a cloud-native, AI-powered transportation management platform for railroads, industrial shippers, tr...
Composite
46.0
Agent
56.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.0/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
3.1 / 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
817
Hilos Developing agent native
Hilos is a WhatsApp Business Platform automation company (backed by 500 Global and Techstars, now part of ActiveCampaign) that helps businesses capture leads...
Composite
46.0
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.0/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
13.5 / 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
818
Liberate Innovations Developing agent aware
Liberate Innovations, Inc. (trading as Liberate) is a Palo Alto, California company building insurance-native AI agents for sales, servicing, and claims. Its...
Composite
46.0
Agent
22.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 46.0/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Insurance
6.2 / 15
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
819
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
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
820
Height Developing agent ready
Height is an AI-powered collaborative project management tool that provides a REST API for managing tasks, lists, workspaces, attributes, dependencies, and a...
Composite
45.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.9/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
4.3 / 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
821
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
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
822
Microsoft Power Virtual Agents Developing agent ready
Microsoft Power Virtual Agents (now Copilot Studio) enables building AI-powered conversational chatbots without coding. It provides APIs for integrating bots...
Composite
45.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.9/100 · 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
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
823
Adobe Suite Developing agent aware
Collection of Adobe Creative Cloud and Experience Cloud APIs.
Composite
45.8
Agent
33.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality
9.4 / 25
Developer Ergonomics
8.7 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
8.8 / 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
824
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
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
825
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
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
826
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
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
827
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
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
828
Ondemand Developing agent native
OnDemand AI (on-demand.io) is a RAG-powered AI Platform-as-a-Service that lets companies infuse AI into their products without managing model infrastructure....
Composite
45.8
Agent
77.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
1.7 / 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
829
Retell AI Developing agent ready
Retell AI provides voice AI infrastructure for building conversational agents with low-latency turn detection, interruption handling, tool calling, knowledge...
Composite
45.8
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.8/100 · developing
Contract Quality
15.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 13
Governance
6.3 / 12
Discoverability
6.8 / 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
830
Kotoba Developing agent native
Kotoba Technologies is a Japan-founded frontier voice AI company building a foundational real-time speech model and simultaneous translation technology. Its ...
Composite
45.7
Agent
75.0
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
14.8 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 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
831
Salesgraph Developing agent ready
Salesgraph is a Y Combinator-backed revenue automation platform that uses proactive AI agents to accelerate enterprise sales cycles — automating pre-call res...
Composite
45.7
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.7/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.1 / 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
832
Targon Developing agent ready
Targon is a decentralized AI inference platform operated as Bittensor Subnet 4 by Manifold Labs. It serves popular open models through an OpenAI-compatible R...
Composite
45.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.6/100 · developing
Contract Quality
18.0 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 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
833
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
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
834
Eden AI Developing agent ready
Eden AI is an innovative artificial intelligence platform that specializes in providing advanced solutions for businesses looking to optimize their operation...
Composite
45.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality
13.1 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
4.8 / 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
835
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
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
836
UrbanFox Developing agent native
UrbanFox is an AI-powered online payment fraud detection and prevention platform that uses generative AI and behavioral intelligence - rather than static rul...
Composite
45.5
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality
15.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
6.8 / 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
837
Wombo Developing agent ready
Wombo is the AI company behind Dream by WOMBO, a consumer AI art and video generator, and w.ai, a decentralized AI supercomputer that pools idle GPU compute ...
Composite
45.5
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.5/100 · developing
Contract Quality
15.7 / 25
Developer Ergonomics
14.3 / 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
838
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
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
839
Fluence Developing agent native
Fluence is a decentralized (DePIN) cloud-computing platform offering enterprise-grade CPU and GPU compute — virtual machines, GPU containers, and bare-metal ...
Composite
45.4
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
8.4 / 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
840
Lucidya Ltd Developing agent aware
Lucidya is an AI-native customer experience management (CXM) platform for social listening, unified customer data, omnichannel engagement, surveys, and AI-po...
Composite
45.4
Agent
15.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality
5.7 / 25
Developer Ergonomics
10.4 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.2 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
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
841
Recurrency Developing agent ready
Recurrency is an AI-powered ERP automation platform for wholesale distributors and B2B suppliers, sitting on top of distribution ERPs to automate and optimiz...
Composite
45.4
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.4/100 · developing
Contract Quality
15.9 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
842
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
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
843
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
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
844
Nabla Developing agent ready
Nabla provides ambient AI for clinicians through its Copilot product, which generates clinical notes from patient encounters across more than 85,000 clinicia...
Composite
45.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.3/100 · developing
Contract Quality
12.6 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
5.5 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
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
845
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
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
846
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
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
847
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
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
848
Light Developing agent native
Light is an agentic accounting and financial-operations platform positioned as an alternative to traditional ERPs and fragmented finance stacks. It combines ...
Composite
45.1
Agent
80.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality
11.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
0.0 / 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
849
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
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
850
Usercentrics Developing agent aware
Usercentrics is a Munich-based consent management platform (CMP) and privacy compliance provider. Founded in 2017 and led by CEO Donna Dror, Usercentrics acq...
Composite
45.1
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.1/100 · developing
Contract Quality
12.6 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
4.8 / 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
851
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
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
852
Dify Developing agent ready
Dify is an open-source platform for building AI applications. We combine Backend-as-a-Service and LLMOps to streamline the development of generative AI solut...
Composite
45.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
15.8 / 20
Operational Transparency
5.5 / 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
853
Fireflies.ai Developing agent ready
Fireflies.ai is an AI meeting assistant that records, transcribes, summarizes, searches, and analyzes voice conversations across Zoom, Google Meet, Microsoft...
Composite
45.0
Agent
50.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
5.7 / 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 — 50/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
854
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
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
855
Microsoft Bot Framework Developing agent ready
Microsoft Bot Framework provides APIs and SDKs for building conversational AI bots that work across multiple channels including Teams, Slack, and custom appl...
Composite
45.0
Agent
59.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
6.5 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 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
856
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
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
857
UBTech Developing agent ready
UBTech Robotics is a Shenzhen-based robotics company building humanoid robots (the Walker series), commercial service robots (Cruzr, CADEBOT), AI education r...
Composite
45.0
Agent
49.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
15.1 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
5.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 49/100 · 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
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
858
Vapi Developing agent ready
Vapi is a voice AI agents platform for building, testing, and deploying real-time voice agents across phone, web, and SIP. The Vapi REST API exposes assistan...
Composite
45.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
11.5 / 25
Developer Ergonomics
3.9 / 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
859
Veritus Developing agent ready
Veritus (Veritus Agent) is a San Francisco fintech (Y Combinator S2025) building compliant, voice-first AI agents for the consumer-lending lifecycle - origin...
Composite
45.0
Agent
46.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
15.0 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 15
MCP Server
0 / 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
860
VISO Trust (Protecht) Developing agent ready
VISO TRUST is an AI-powered third-party risk management (TPRM) platform that automates vendor security due diligence — document analysis via Artifact Intelli...
Composite
45.0
Agent
49.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · developing
Contract Quality
14.6 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
6.5 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 49/100 · 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
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
861
WanAPIs Developing agent aware
Developer-focused AI API gateway with an OpenAI-compatible endpoint. One API key gives access to GPT, Claude, Gemini, DeepSeek, image, video, and audio model...
Composite
45.0
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 45.0/100 · 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
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
Thin 734 30–44.9 Limited machine-readable signal beyond documentation a human can read.
Showing 139 of 734 — this listing renders the top 1000 providers by Kin Score.
862
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
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
863
Klavis AI Thin agent ready
Klavis AI is an open-source MCP integration platform that lets AI agents reliably use external tools at production scale. The product line is organized aroun...
Composite
44.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 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
864
Siro Thin agent native
Siro is an AI sales coaching platform for in-person and field sales teams. Reps record their live sales conversations from the Siro mobile app, and Siro tran...
Composite
44.9
Agent
67.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.9/100 · thin
Contract Quality
12.0 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
1.0 / 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
865
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
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
866
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
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
867
AlterEstate Thin agent ready
AlterEstate is the leading real-estate CRM SaaS for agents across Latin America, serving more than 5,000 agents in seven countries. Its platform centralizes ...
Composite
44.8
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.8/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.0 / 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
868
Harmony Thin agent ready
Harmony is an agentic enterprise service management (ESM) platform that gives every employee an always-on AI expert for IT, HR, finance, procurement, and leg...
Composite
44.8
Agent
52.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.8/100 · thin
Contract Quality
12.6 / 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 — 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
869
BlindInsight Thin agent native
BlindInsight (Blind Insight) is an end-to-end encrypted datastore and privacy-preserving data-analysis platform. It lets teams encrypt, ingest, search, and r...
Composite
44.7
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality
15.3 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
0.7 / 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
870
Emitwise Thin agent aware
Emitwise is a London-based carbon accounting and Scope 3 reporting platform that uses AI to help large enterprises measure, manage, and reduce their product ...
Composite
44.7
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality
17.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.7 / 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
871
LangChain Thin agent ready
LangChain is a comprehensive ecosystem for building and deploying AI agents, consisting of open-source frameworks and an agent engineering platform called La...
Composite
44.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality
13.4 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.8 / 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
872
StepFun Thin agent ready
StepFun (阶跃星辰) is a Shanghai-based AI foundation-model company whose open platform serves the Step model family — multimodal reasoning (step-3.7-flash), fast...
Composite
44.7
Agent
45.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.7/100 · thin
Contract Quality
7.0 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 45/100 · 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
0 / 3
873
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
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
874
Azumio Thin agent ready
Azumio is an AI-driven digital health company whose consumer apps (Argus, Instant Heart Rate, Fitness Buddy, Glucose Buddy, Sleep Time, Calorie Mama) have be...
Composite
44.6
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.6/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
8.1 / 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
875
Vectra AI Thin agent ready
Vectra AI (founded as Vectra Networks, a Khosla Ventures portfolio company) is an AI-native network detection and response (NDR) platform that correlates att...
Composite
44.6
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.6/100 · thin
Contract Quality
12.3 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.8 / 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
876
Overshoot Thin agent ready
Overshoot is a real-time video understanding API. Developers create a live video stream, publish frames over WebRTC (LiveKit), then query what the camera see...
Composite
44.5
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.5/100 · thin
Contract Quality
11.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
3.4 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
877
Rapidata Thin agent ready
Rapidata provides human feedback at scale — crowd-sourced labeling, model evaluation, ranking, and preference data (RLHF-style) collected from real people wo...
Composite
44.5
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.5/100 · thin
Contract Quality
11.3 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.8 / 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
878
glhf Thin agent ready
glhf (glhf.chat) runs almost any open-source large language model on demand through an auto-scaling GPU scheduler built on vLLM. Any Hugging Face repository ...
Composite
44.4
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.4/100 · thin
Contract Quality
18.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
4.1 / 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
879
Samora AI Thin agent native
Samora AI is a Y Combinator (W2026) company building multilingual voice agents that automate high-volume inbound and outbound calling for financial services,...
Composite
44.4
Agent
75.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.4/100 · thin
Contract Quality
17.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
2.6 / 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
880
Alloovium Thin agent native
Alloovium is an AI-native document intelligence and compliance platform for the construction industry. It reads construction project documents (contracts, sp...
Composite
44.3
Agent
66.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality
9.4 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
881
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
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
882
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
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
883
Uthana Thin agent aware
Uthana builds foundation models for human motion — generative AI that creates lifelike 3D character animation from text prompts, 2D reference video, or real-...
Composite
44.3
Agent
40.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.3/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
15.3 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 40/100 · 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
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
884
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
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
885
Nudge Security Thin agent ready
Nudge Security is a SaaS and AI security management platform that discovers all SaaS and cloud applications used across an organization, helps security teams...
Composite
44.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality
12.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
6.2 / 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
886
Parade Thin agent native
Parade is an AI-powered capacity-management and carrier-access platform for freight brokers. It layers on top of a broker's existing Transportation Managemen...
Composite
44.2
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.2/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
11.7 / 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
887
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
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
888
Crisp Thin agent ready
Crisp is a customer messaging platform offering live chat, shared inbox, helpdesk, chatbot, and CRM features for businesses of all sizes.
Composite
44.1
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 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
889
Injective Thin agent aware
Injective is a Layer 1 blockchain purpose-built for Web3 finance, enabling users, institutions, and AI agents to trade, tokenize, and transact on-chain with ...
Composite
44.1
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
17.4 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Securities & Market Data
8.1 / 15
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
890
Learnosity Thin agent aware
Learnosity is an Irish-founded assessment infrastructure company whose APIs are embedded into other companies' learning products rather than sold as a finish...
Composite
44.1
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.2 / 13
Governance
0.0 / 12
Discoverability
10.0 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
891
LM Studio Thin agent ready
LM Studio is a desktop application for discovering, downloading, and running large language models (Llama, DeepSeek, Phi, Qwen, gpt-oss, and others) locally ...
Composite
44.1
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
13.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.1 / 13
Governance
0.0 / 12
Discoverability
8.8 / 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
892
Pangea Thin agent ready
Pangea delivers security as a set of composable, API-first services - authentication (AuthN/AuthZ), tamper-proof Secure Audit Log, Redact, Vault, File Scan, ...
Composite
44.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
893
Sanas Thin agent aware
Sanas is a real-time speech AI platform that removes communication barriers through accent translation, language translation, speech enhancement, and speech ...
Composite
44.1
Agent
23.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
8.0 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.1 / 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
894
VOA Health Thin agent ready
Voa is a Brazilian healthcare-technology company providing an AI clinical documentation and patient-monitoring assistant that embeds directly into electronic...
Composite
44.1
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.1/100 · thin
Contract Quality
15.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
7.2 / 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
895
FASHN AI Thin agent ready
FASHN AI is an AI-first company specializing in human-centric generative image models tailored for fashion applications. The public API offers an asynchronou...
Composite
44.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.0/100 · thin
Contract Quality
15.9 / 25
Developer Ergonomics
7.4 / 20
Commercial Clarity
7.9 / 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
896
Hourone Thin agent native
Hour One (developer surface "MakeReals") is an AI video-generation platform that turns text, scripts and data into studio-quality videos fronted by lifelike ...
Composite
44.0
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.0/100 · thin
Contract Quality
16.6 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
1.7 / 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
897
Scalable Inference Serving Thin agent ready
A collection of APIs, frameworks, and platforms for scalable machine learning model inference serving, deployment, and management. This includes the KServe O...
Composite
44.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.0/100 · thin
Contract Quality
16.8 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
5.7 / 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
898
Suggestic Thin agent aware
Suggestic is a personalized-nutrition and health platform that exposes a GraphQL API for building meal-planning, food-logging, and coaching applications. Dev...
Composite
44.0
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.0/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
15.2 / 20
Commercial Clarity
6.3 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
7.2 / 15
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
899
Synthesia Thin agent ready
Synthesia is the leading enterprise AI video platform for creating studio-quality videos from text using lifelike AI avatars and voices. Customers use Synthe...
Composite
44.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.0/100 · thin
Contract Quality
12.8 / 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
900
Textcortex Thin agent native
TextCortex is a Berlin-based AI writing and content-generation platform (ZenoChat assistant, knowledge bases, and a suite of writing tools) that also ships a...
Composite
44.0
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 44.0/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
10.0 / 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
901
Arc Prize Foundation Thin agent ready
The ARC Prize Foundation is a nonprofit advancing open artificial general intelligence research through scientifically rigorous benchmarks and competitive pr...
Composite
43.9
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.9/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
2.6 / 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
902
CrunchDAO Thin agent ready
CrunchDAO is a collective-intelligence platform that crowdsources machine-learning models from a global community of data scientists and PhDs to solve foreca...
Composite
43.9
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.9/100 · thin
Contract Quality
11.5 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.8 / 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
903
Cursor Thin agent ready
Cursor is an AI-first code editor by Anysphere, forked from VS Code, with deep AI integration: agentic edits, codebase chat, autocomplete, and tab-completion...
Composite
43.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.9/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.4 / 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
904
Komodo Health Thin agent aware
Komodo Health is a healthcare technology company that combines a de-identified real-world data foundation — the Healthcare Map, over one trillion linked reco...
Composite
43.9
Agent
37.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.9/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Health
9.8 / 15
Agent readiness — 38/100 · 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
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
905
Strand AI Thin agent native
Strand AI (YC W26) builds multimodal foundation models for spatial biology that predict missing patient bio-data from the data a patient already has. Its Lat...
Composite
43.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.9/100 · thin
Contract Quality
13.2 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
5.6 / 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
906
Fama Thin agent ready
Fama is an AI-powered social media and online screening platform for employment decisions. Its REST API lets HR platforms and background-screening providers ...
Composite
43.8
Agent
46.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.8/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 46/100 · 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
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
907
Listnr Thin agent ready
Listnr AI is a text-to-speech and AI voice platform offering 1,000+ ultra-realistic voices across 142+ languages and accents, used for voiceovers, podcasts, ...
Composite
43.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.8/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
10.5 / 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
908
Soul Machines Thin agent aware
Soul Machines builds autonomously animated "Digital People" — AI-driven interactive avatars that combine a real-time facial/gesture animation engine with con...
Composite
43.8
Agent
26.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.8/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.8 / 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
909
Terminal Use Thin agent native
Terminal Use is a deployment and orchestration platform for background AI agents — "Vercel for background agents." It gives agents that need long-lived task ...
Composite
43.8
Agent
79.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.8/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
1.7 / 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
910
Bespoke Labs Thin agent native
Bespoke Labs is an applied AI research lab building environment infrastructure, data curation, and evaluation tooling for AI agents and post-training. Its op...
Composite
43.7
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.7/100 · thin
Contract Quality
12.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
6.8 / 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
911
Keyframe Labs Thin agent native
Keyframe Labs builds real-time foundation models that turn AI voice and text agents into lifelike, emotionally expressive video calls. Its Persona-1.5-Live p...
Composite
43.7
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.7/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.7 / 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
912
Kubeflow Pipelines Thin agent ready
Kubeflow Pipelines is a platform for building and deploying portable, scalable machine learning workflows based on Docker containers. It provides a way to or...
Composite
43.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.7/100 · thin
Contract Quality
12.8 / 25
Developer Ergonomics
7.4 / 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
913
AMCS Group Thin agent native
AMCS Group is an enterprise cloud software provider for the waste, recycling, resource and transport industries, headquartered in Ireland and backed by Insig...
Composite
43.6
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.6/100 · thin
Contract Quality
10.3 / 25
Developer Ergonomics
17.0 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
7.5 / 10
Regulatory · Payments
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
914
Cuein Thin agent native
Cuein is an AI-native customer-experience platform ("co-pilot for customer experience teams") that unifies structured and unstructured customer-support data ...
Composite
43.6
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.6/100 · thin
Contract Quality
12.4 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.4 / 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
915
Exa Thin agent ready
Exa is a neural web search API designed for AI agents and applications. It combines a purpose-built web index with embedding-based retrieval to deliver highl...
Composite
43.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.6/100 · thin
Contract Quality
13.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 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
916
Nas.com (Nas Academy) Thin agent native
Nas.com — formerly Nas.io and Nas Academy, launched by Nuseir Yassin of Nas Daily — is an AI-first business platform for sellers and creators. It turns a pro...
Composite
43.6
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.6/100 · thin
Contract Quality
11.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
8.9 / 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
917
Replay Thin agent aware
Replay is an AI-native QA and time-travel debugging platform for web applications. Replay QA autonomously explores a web app, records every session in a dete...
Composite
43.6
Agent
29.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 13
Governance
0.0 / 12
Discoverability
9.3 / 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
918
Runware Thin agent aware
Runware is a unified AI inference platform — "one API for all AI" — that gives developers a single endpoint for image, video, audio, 3D, and text (LLM) gener...
Composite
43.6
Agent
33.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 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
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
919
Kernel Thin agent ready
Kernel is browser infrastructure for AI agents and web automations. Founded in 2025 by Catherine Jue (CEO) and Rafael Garcia (CTO) and backed by Accel and Y ...
Composite
43.5
Agent
52.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
3.7 / 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
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
0 / 4
Consent & Bot Identity
0 / 3
920
Langfuse Thin agent ready
Langfuse is an open-source LLM engineering platform offering tracing, evaluations, prompt management, datasets, and metrics. The Langfuse API supports both s...
Composite
43.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
11.9 / 25
Developer Ergonomics
5.2 / 20
Commercial Clarity
11.6 / 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
921
Matik Thin agent aware
Matik is a data-driven content automation platform that generates personalized presentations, documents, spreadsheets, reports, and emails directly from conn...
Composite
43.5
Agent
31.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
5.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 32/100 · 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
0 / 4
Consent & Bot Identity
0 / 3
922
Runway Thin agent ready
Runway is a generative AI research company that builds creative tools for video, image, and audio production. Its flagship Gen-4 family of models powers text...
Composite
43.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 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
923
Sapien Thin agent native
Sapien is the company behind Proof of Quality (PoQ), an open protocol and consensus/attestation system for verifiable quality signals on AI data and subjecti...
Composite
43.5
Agent
74.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
1.4 / 13
Governance
0.0 / 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
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
924
Sensible Thin agent ready
Sensible is a developer-focused document understanding platform that converts unstructured documents (PDFs, emails, images) into JSON. The core IP is SenseML...
Composite
43.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
12.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
11.6 / 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
925
Stacklok Thin agent native
Stacklok is an open-source company building trust and governance infrastructure for AI agents and the Model Context Protocol (MCP). Its flagship open-source ...
Composite
43.5
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
12.6 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
2.1 / 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
926
Topk Thin agent aware
TopK is a search engine for accuracy-critical AI applications, delivering hybrid search, multi-vector (late-interaction) retrieval, dense and sparse vector s...
Composite
43.5
Agent
32.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.5/100 · thin
Contract Quality
0.0 / 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 — 33/100 · 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
3 / 3
927
Dartmouth College Thin agent ready
Dartmouth College is a private Ivy League research university in Hanover, New Hampshire, United States, ranked #243 in the QS World University Rankings 2025....
Composite
43.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.4/100 · thin
Contract Quality
13.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.8 / 12
Discoverability
8.8 / 10
Regulatory · Government & Public Sector
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
928
Glide Thin agent ready
Glide is a no-code platform for building custom business apps from your data. The Glide REST API (v2) lets you programmatically work with Glide Big Tables - ...
Composite
43.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.4/100 · thin
Contract Quality
14.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
929
MCP Manager Thin agent ready
MCP Manager, by Usercentrics, is an enterprise governance and security layer for the Model Context Protocol (MCP). It sits as a governed gateway between AI c...
Composite
43.4
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.4/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
3.8 / 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
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
930
SafetyKit Thin agent aware
SafetyKit is an AI trust, safety, and fraud-detection platform that lets marketplaces, fintechs, and social and creator platforms deploy AI agents to automat...
Composite
43.4
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.4/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
3.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
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
931
Charles University Thin agent ready
Charles University (Univerzita Karlova), founded in 1348 in Prague, is the largest and oldest university in Czechia and is ranked #246 in the QS World Univer...
Composite
43.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
11.9 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
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
932
Chatbase Thin agent ready
Chatbase is a custom AI chatbot and AI agent platform for customer support. Teams train an agent on their own content (websites, files, Q&A), embed it on the...
Composite
43.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
933
Dremio Thin agent aware
Dremio is a data lakehouse platform for running high-performance SQL queries directly on cloud object storage and data lakes without moving or copying data. ...
Composite
43.3
Agent
27.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
7.2 / 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
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
934
Eightfold Thin agent aware
Eightfold AI operates an agentic Talent Intelligence Platform that pairs an enterprise's own HR data with a deep-learning talent graph built from more than a...
Composite
43.3
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
9.4 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.1 / 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
935
Luma AI Thin agent ready
Luma AI builds generative video (Dream Machine / Ray) and image (Photon) models, plus agent and 3D capture products. The Dream Machine API exposes REST endpo...
Composite
43.3
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
15.0 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
3.4 / 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
936
Respond.io Thin agent ready
Respond.io is an AI-powered customer-conversation management platform that unifies omnichannel messaging - WhatsApp, Messenger, Instagram, Telegram, SMS, ema...
Composite
43.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
15.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
4.1 / 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
937
Surf Thin agent ready
Surf (asksurf.ai) is a crypto-focused AI research and execution platform that exposes its intelligence as a developer API. The Surf Data API ("Hermod" gatewa...
Composite
43.3
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.3/100 · thin
Contract Quality
14.2 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Securities & Market Data
5.6 / 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
938
Daytona Thin agent ready
Daytona provides secure, elastic sandbox infrastructure for running AI-generated code, with sub-90ms sandbox creation, multi-language runtimes, and full file...
Composite
43.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.2/100 · thin
Contract Quality
11.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
13.7 / 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
939
LiveKit Thin human only
LiveKit is an open-source WebRTC platform with a managed Cloud offering. APIs cover Rooms, Participants, Tracks, Egress (recording, RTMP), Ingress (RTMP/SRT)...
Composite
43.2
Agent
12.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.2/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
11.6 / 20
Operational Transparency
4.8 / 13
Governance
7.3 / 12
Discoverability
10.0 / 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
940
TalkPush Thin agent native
TalkPush is a conversational recruiting and recruitment-automation CRM that helps high-volume employers source, screen, and engage job candidates across mess...
Composite
43.2
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.2/100 · thin
Contract Quality
12.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
6.3 / 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
941
Udesk Thin agent aware
Udesk, the flagship product of Beijing Wofeng Times Data Technology (沃丰科技/Wofeng Technology), is a Chinese intelligent customer service and customer-experien...
Composite
43.2
Agent
33.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.2/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
5.8 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 34/100 · 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
7 / 7
Typed Event Surface
6 / 6
Agent Skills
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
942
Unbabel Thin agent ready
Unbabel is a Language Operations (LangOps) platform that combines always-on AI translation with on-demand human review to localize customer support, marketin...
Composite
43.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.2/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
943
Unitary AI Thin agent native
Unitary is a London-based, Creandum-backed AI company that provides multimodal content classification and moderation as an API, analyzing video, image, audio...
Composite
43.2
Agent
60.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.2/100 · thin
Contract Quality
16.0 / 25
Developer Ergonomics
11.7 / 20
Commercial Clarity
3.7 / 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
944
DualEntry Thin agent aware
DualEntry is an AI-native ERP (enterprise resource planning) platform for finance and accounting teams, positioned as a modern replacement for NetSuite, Quic...
Composite
43.1
Agent
41.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.1/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
3.8 / 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
945
E2B Thin agent ready
E2B provides secure, isolated sandbox runtimes for AI-generated and agent-driven code, built on Firecracker microVMs that cold-start in under 200ms. The plat...
Composite
43.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.1/100 · thin
Contract Quality
13.3 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 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
946
Hacware Thin agent aware
HacWare is an AI-powered security awareness training and phishing simulation platform that helps organizations reduce human-factor cyber risk. Its RESTful Se...
Composite
43.1
Agent
36.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.1/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 37/100 · 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
5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
947
LogMeal Thin agent ready
LogMeal provides a Food Recognition Image API that detects foods, drinks, vegetables, fruits and prepared dishes from images. The platform offers semantic ta...
Composite
43.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.1/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.1 / 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
948
OpenHands Thin agent ready
OpenHands (by All Hands AI, formerly OpenDevin) is an open-source autonomous coding agent platform. Ships as a Python Agent SDK, CLI, local GUI with a REST A...
Composite
43.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.1/100 · thin
Contract Quality
11.9 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
4.1 / 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
949
Uncodie (now Makinari) Thin agent aware
Uncodie, a 500 Global portfolio company, rebranded as Makinari — an AI-agent business platform that builds the application a business needs and then runs gro...
Composite
43.1
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.1/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
8.9 / 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
0 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
950
Ada Thin agent aware
Ada (formerly Ada Support) is an AI customer service automation platform that resolves customer questions across chat, email, voice, and social channels usin...
Composite
43.0
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.0/100 · thin
Contract Quality
9.4 / 25
Developer Ergonomics
3.0 / 20
Commercial Clarity
13.7 / 20
Operational Transparency
6.8 / 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
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
951
Advance Intelligence Group Thin agent ready
Advance Intelligence Group is an AI-driven technology company headquartered in Singapore, founded in 2016 and backed by SoftBank Vision Fund, Warburg Pincus ...
Composite
43.0
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.0/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
12.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
0.0 / 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
952
Evidently AI Thin agent ready
Evidently AI is an open-source ML and LLM observability framework licensed under Apache 2.0 that enables teams to evaluate, test, and monitor AI-powered syst...
Composite
43.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 43.0/100 · thin
Contract Quality
16.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
0.7 / 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
953
ConceptNet Thin agent aware
ConceptNet is a freely available multilingual knowledge graph that gives computers access to common-sense knowledge. It represents over 13 million links betw...
Composite
42.9
Agent
38.5
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.9/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
4.8 / 13
Governance
8.8 / 12
Discoverability
10.0 / 10
Regulatory · Government & Public Sector
2.0 / 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
954
Recall.ai Thin agent aware
Recall.ai provides meeting bot infrastructure through a REST API that enables developers to programmatically join Zoom, Microsoft Teams, Google Meet, Webex, ...
Composite
42.9
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.9/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 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
955
Signal AI Thin agent ready
Signal AI (Signal Media Ltd) is an AI-powered reputation and risk intelligence platform that turns the world's largest real-time dataset of global news, soci...
Composite
42.9
Agent
47.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.9/100 · thin
Contract Quality
13.0 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
6.8 / 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
956
Apache Thrift Thin human only
Apache Thrift is a software framework for scalable cross-language services development. It provides an interface definition language (IDL) and code generatio...
Composite
42.8
Agent
6.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.8/100 · thin
Contract Quality
2.8 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
6.2 / 13
Governance
8.8 / 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
957
Butterpayments Thin agent aware
Butter Payments is a payment recovery and involuntary-churn platform that uses machine learning to recover revenue from failed subscription payments. Its Rec...
Composite
42.8
Agent
30.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.8/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
1.0 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Regulatory · Payments
9.8 / 15
Agent readiness — 31/100 · 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
0 / 3
958
Linkup Thin agent ready
Linkup is a production-grade web search and answer API for AI agents and LLMs. Its /search endpoint grounds model responses in real-time web context, returni...
Composite
42.8
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.8/100 · thin
Contract Quality
14.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
959
Rivet Thin agent native
Rivet is infrastructure for the agentic era, providing durable, stateful compute for AI agents and realtime applications. Its core primitive, Rivet Actors (R...
Composite
42.8
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.8/100 · thin
Contract Quality
8.0 / 25
Developer Ergonomics
16.1 / 20
Commercial Clarity
4.7 / 20
Operational Transparency
4.8 / 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
960
Tano Thin agent native
Tano is an AI-native influencer marketing agency and AI-powered creator marketing platform that manages end-to-end creator partnership ad campaigns on TikTok...
Composite
42.8
Agent
69.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.8/100 · thin
Contract Quality
13.4 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
6.3 / 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
961
Luma AI Thin agent ready
Luma AI is a generative media company best known for Dream Machine, a family of image and video models including Ray (video), Photon and Photon Flash (image)...
Composite
42.7
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.7/100 · thin
Contract Quality
12.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 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
962
Polymath Robotics Thin agent ready
Polymath Robotics builds general autonomy and safety software for off-highway and industrial vehicles such as tractors, loaders, dozers, and mining trucks. I...
Composite
42.7
Agent
57.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.7/100 · thin
Contract Quality
13.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
4.2 / 20
Operational Transparency
0.7 / 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
963
Sitefire Thin agent aware
Sitefire is a Generative Engine Optimization (GEO) platform — the marketing suite for the agentic web and a self-described System of Record for AI visibility...
Composite
42.7
Agent
33.7
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.7/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
8.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 34/100 · 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
0 / 4
Consent & Bot Identity
0 / 3
964
fiddler.ai Thin agent aware
Fiddler AI is an enterprise AI Observability and Security platform — an "AI Control Plane" for AI agents, LLM applications, and traditional ML models. It del...
Composite
42.6
Agent
34.6
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.6/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
4.8 / 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
965
Lightning AI Thin agent aware
Lightning AI is an AI development platform from the team behind PyTorch Lightning. It provides cloud AI Studios (persistent GPU-backed development workspaces...
Composite
42.6
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
14.3 / 20
Commercial Clarity
14.2 / 20
Operational Transparency
4.8 / 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
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
966
Oden Technologies Thin agent ready
Oden Technologies provides AI-powered software for manufacturing optimization, delivering real-time, AI-driven recommendations to front-line factory operator...
Composite
42.6
Agent
53.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.6/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
0.7 / 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
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
967
SambaNova Thin agent ready
SambaNova Systems designs the SN-series Reconfigurable Dataflow Unit (RDU) AI chips and operates SambaCloud, a managed inference platform serving open-source...
Composite
42.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.6/100 · thin
Contract Quality
14.8 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
7.4 / 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
968
Unisson Thin agent native
Unisson (YC W26) builds AI agents that act as subject-matter experts for B2B software implementation and customer-facing teams. Its Runner agent executes com...
Composite
42.6
Agent
71.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.6/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
10.0 / 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
969
WellSaid Labs Thin agent ready
WellSaid Labs is an AI text-to-speech voice platform. Its REST API renders natural-sounding speech from text using studio-quality voice avatars, supporting s...
Composite
42.6
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.6/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
9.5 / 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
970
Athina AI Thin agent ready
Athina AI is an LLM monitoring, evaluation, and experimentation platform for building production-grade AI applications. Its REST API lets teams log inference...
Composite
42.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.5/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
971
CodeRabbit Thin agent ready
CodeRabbit is an AI-powered code review platform that installs as a Git app (GitHub, GitLab, Bitbucket, Azure DevOps) to deliver line-by-line, context-aware ...
Composite
42.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.5/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
972
Cognition Labs Thin agent ready
Cognition Labs is the applied AI lab behind Devin, the autonomous AI software engineer that plans, writes, tests, and ships code inside its own shell, code e...
Composite
42.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.5/100 · thin
Contract Quality
13.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
973
Parsio Thin agent ready
Parsio is an AI-powered document and email parser that extracts structured data from PDFs, emails, and other documents. The Parsio REST API lets developers c...
Composite
42.5
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.5/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
4.1 / 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
974
Rasgo Thin agent aware
Rasgo is an AI-powered Copilot for your data warehouse, letting teams query and analyze their data through natural-language interfaces while the data stays i...
Composite
42.5
Agent
43.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.5/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
2.1 / 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
975
Viewpoints AI Thin agent native
Viewpoints AI (viewpoints.ai) is a Stanford-founded research platform that runs AI jury simulations for litigation teams and AI audience panels for market re...
Composite
42.5
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.5/100 · thin
Contract Quality
14.1 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
8.4 / 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
976
Code Ocean Thin agent native
Code Ocean is a computational research platform that helps scientists, engineers, and research organizations produce, manage, and reproduce computational sci...
Composite
42.4
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.4/100 · thin
Contract Quality
15.4 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Regulatory · Health
8.8 / 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
977
Crescendo Thin agent native
Crescendo is an AI-native customer experience (CX) platform that unifies AI agents for chat, voice, email, and messaging with quality assurance, workforce ma...
Composite
42.4
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.4/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
4.2 / 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
978
Interos Thin agent native
Interos operates an automated supplier-resilience platform that maps and continuously monitors extended, multi-tier supply chains for Fortune 1000 companies ...
Composite
42.4
Agent
76.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.4/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.1 / 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
979
MATLAB Thin agent aware
APIs and integration points for MATLAB, a programming platform designed for engineers and scientists.
Composite
42.4
Agent
24.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.4/100 · thin
Contract Quality
9.4 / 25
Developer Ergonomics
4.8 / 20
Commercial Clarity
12.6 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 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
980
Pega Thin agent aware
Pega (Pegasystems) is an enterprise low-code platform for AI-powered decisioning and workflow automation, spanning business process management (BPM), CRM, an...
Composite
42.4
Agent
26.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.4/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
18.4 / 20
Operational Transparency
1.7 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 26/100 · 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
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
981
Autonomys Thin agent aware
Autonomys is a decentralized infrastructure network providing permanent, verifiable, content-addressed data storage and AI-ready blockchain services, secured...
Composite
42.3
Agent
39.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
10.4 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 39/100 · 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
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
982
Checkmate Thin agent native
Checkmate is a shopping intelligence and data company whose network powers three products: Checkmate for consumers (a browser extension and mobile app that a...
Composite
42.3
Agent
66.3
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
12.8 / 25
Developer Ergonomics
11.3 / 20
Commercial Clarity
6.8 / 20
Operational Transparency
1.4 / 13
Governance
0.0 / 12
Discoverability
10.0 / 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
983
Colossyan Thin agent ready
Colossyan is an AI avatar and video generation platform for learning and development. Its REST API turns scripts into studio-quality videos with AI avatars a...
Composite
42.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
13.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
984
Mem0 Thin agent ready
Mem0 is a memory infrastructure layer that gives AI agents and applications persistent context across sessions. The platform automatically condenses chat his...
Composite
42.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
12.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
12.1 / 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
985
Rask AI Thin agent ready
Rask AI is an AI video and audio localization platform offering automated dubbing, translation, transcription, voice cloning, and lip-sync across 130+ langua...
Composite
42.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
13.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
9.5 / 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
986
Stainless Thin agent ready
Stainless is a New York-based developer-tools company that turns an OpenAPI specification into a portfolio of high-quality, idiomatic SDKs, reference documen...
Composite
42.3
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
12.0 / 25
Developer Ergonomics
7.0 / 20
Commercial Clarity
7.9 / 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
987
Testsigma Thin agent aware
Testsigma is an agentic, GenAI-powered codeless test automation platform. AI co-workers work alongside QA teams to author and maintain automated tests in nat...
Composite
42.3
Agent
28.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.3/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
14.8 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.2 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 29/100 · 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
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
988
Lingo.dev Thin agent ready
Lingo.dev (formerly Replexica) is an AI localization platform for software teams. Its hosted Localization Engine exposes a Bearer/X-API-Key REST API and SDK ...
Composite
42.2
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.2/100 · thin
Contract Quality
15.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
989
Theta Lake Thin agent ready
Theta Lake is a cloud- and AI-native Digital Communications Governance and Archiving (DCGA) platform for compliance and security across unified communication...
Composite
42.2
Agent
51.0
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.2/100 · thin
Contract Quality
9.4 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.0 / 20
Operational Transparency
0.0 / 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
990
Docsumo Thin agent ready
Docsumo is an intelligent document processing (IDP) platform that uses OCR, computer vision, and machine learning to convert unstructured documents - invoice...
Composite
42.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.1/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.9 / 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
991
Ocean Security Thin agent ready
Ocean Security (Ocean) is an AI-native, agentic email security platform that stops targeted, AI-powered email attacks that surface-level detection tools miss...
Composite
42.1
Agent
45.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.1/100 · thin
Contract Quality
14.2 / 25
Developer Ergonomics
9.6 / 20
Commercial Clarity
8.4 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
10.0 / 10
Agent readiness — 45/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
15 / 15
MCP Server
0 / 12
Machine-Readable Auth
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
992
Tensorlake Thin agent ready
Tensorlake is a document ingestion and data extraction platform for AI applications. Its Document Ingestion API parses PDFs, images, and other documents into...
Composite
42.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.1/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
993
Unreal Speech Thin agent ready
Unreal Speech is a low-cost, high-scale text-to-speech (TTS) API for turning text into natural-sounding speech. It exposes a small REST surface - a low-laten...
Composite
42.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.1/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.9 / 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
994
Unwrap Thin agent ready
Unwrap is an AI-powered customer intelligence platform, founded by ex-Amazon Alexa product leaders, that aggregates customer feedback from every channel (sup...
Composite
42.1
Agent
52.9
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.1/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
13.9 / 20
Commercial Clarity
12.1 / 20
Operational Transparency
6.8 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 53/100 · 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
0 / 6
Agent Skills
5 / 5
Well-Known Catalog
4 / 4
Consent & Bot Identity
0 / 3
995
WellSaid Labs Thin agent ready
WellSaid Labs is an AI text-to-speech (TTS) platform that turns text into studio-quality synthetic voiceover using a library of 200+ AI voice avatars across ...
Composite
42.1
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.1/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
9.5 / 20
Operational Transparency
4.1 / 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
996
Glue Thin agent aware
Glue is a team communication platform that replaces channel-based chat with structured, named threads so decisions stay organized and don't get lost, with AI...
Composite
42.0
Agent
44.2
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.0/100 · thin
Contract Quality
5.7 / 25
Developer Ergonomics
13.5 / 20
Commercial Clarity
10.5 / 20
Operational Transparency
3.1 / 13
Governance
0.0 / 12
Discoverability
9.3 / 10
Agent readiness — 44/100 · 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
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
997
Sift Thin agent ready
Sift is a digital trust and safety platform that uses machine learning to detect and prevent online fraud and abuse - payment fraud, account takeover, accoun...
Composite
42.0
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.0/100 · thin
Contract Quality
15.0 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
998
Swish Analytics Thin agent ready
Swish Analytics is a machine-learning sports analytics company that prices and originates sportsbook markets. Its B2B API delivers hyper-accurate player-prop...
Composite
42.0
Agent
54.8
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 42.0/100 · thin
Contract Quality
14.1 / 25
Developer Ergonomics
13.0 / 20
Commercial Clarity
2.6 / 20
Operational Transparency
0.7 / 13
Governance
1.6 / 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
999
Defined.ai (DefinedCrowd) Thin agent native
Defined.ai (formerly DefinedCrowd) is an AI training data platform and marketplace founded in 2015 by Daniela Braga, headquartered in Seattle with offices in...
Composite
41.9
Agent
65.4
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 41.9/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
10.0 / 20
Commercial Clarity
8.4 / 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
1000
kapa.ai Thin agent ready
kapa.ai is an AI assistant and answer platform that turns technical documentation, GitHub content, forums, and developer products into a retrieval-augmented ...
Composite
41.9
Agent
48.1
Kin Score
How this is scored →scored 2026-07-27 · rubric v0.5
Composite quality — 41.9/100 · thin
Contract Quality
14.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
7.9 / 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
Emerging 1387 15–29.9 More than an index entry but still mostly links rather than artifacts.
Showing 0 of 1387 — this listing renders the top 1000 providers by Kin Score.
Minimal 1833 0–14.9 Index entry only; little beyond a description and a link.
Showing 0 of 1833 — this listing renders the top 1000 providers by Kin Score.
Not Yet Rated 97 Providers we have not scored yet — unknown, not zero.
Showing 0 of 97 — this listing renders the top 1000 providers by Kin Score.