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API Management

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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36 providers

Exemplar 7 66.5+ Reference-quality API operations across every facet.
1
WSO2 screenshot
WSO2 Exemplar agent ready Full-Stack API Management Platforms

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

Composite
78.0
Agent
32.9
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 78.0/100 · exemplar
Contract Quality 15.2 / 25
Developer Ergonomics 11.5 / 20
0 / 0
Operational Transparency 11.3 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.8 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface unknown 5.4 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations mostly 1.5 / 3
2
Microsoft Azure API Management screenshot
Microsoft Azure API Management Exemplar agent aware Full-Stack API Management Platforms

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

Composite
75.4
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 75.4/100 · exemplar
Contract Quality 14.4 / 25
Developer Ergonomics 18.2 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.8 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
3
Zuplo screenshot
Zuplo Exemplar agent ready Full-Stack API Management Platforms

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

Composite
74.3
Agent
52.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 74.3/100 · exemplar
Contract Quality 15.7 / 25
Developer Ergonomics 13.5 / 20
0 / 0
Operational Transparency 7.9 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 52/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 7.0 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination partial 2.5 / 5
Distinct Operations 3.0 / 3
4
Amazon API Gateway screenshot
Amazon API Gateway Exemplar agent aware Gateways, Ingress and the Data Plane

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

Composite
73.2
Agent
23.1
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 73.2/100 · exemplar
Contract Quality 18.5 / 25
Developer Ergonomics 14.0 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations mostly 1.5 / 3
5
Apigee screenshot
Apigee Exemplar agent ready Full-Stack API Management Platforms

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
72.7
Agent
29.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 72.7/100 · exemplar
Contract Quality 16.0 / 25
Developer Ergonomics 17.9 / 20
0 / 0
Operational Transparency 6.2 / 13
0 / 0
Discoverability 8.6 / 10
Regulatory · AI & Biometrics 6.3 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
6
Kong screenshot
Kong Exemplar agent ready Full-Stack API Management Platforms

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
70.2
Agent
43.5
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 70.2/100 · exemplar
Contract Quality 16.1 / 25
Developer Ergonomics 14.9 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.1 / 15
Agent readiness — 44/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 0 / 3
7
Boomi screenshot
Boomi Exemplar agent ready Full-Stack API Management Platforms

Boomi is a leading integration platform that allows organizations to connect applications, data, and people across cloud and on-premise environments. By leve...

Composite
69.3
Agent
35.8
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 69.3/100 · exemplar
Contract Quality 16.8 / 25
Developer Ergonomics 12.4 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.4 / 15
Agent readiness — 36/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server platform 3.0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination partial 2.5 / 5
Distinct Operations 3.0 / 3
Strong 10 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
8
Apidog screenshot
Apidog Strong agent ready Full-Stack API Management Platforms

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

Composite
64.2
Agent
29.2
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 64.2/100 · strong
Contract Quality 17.0 / 25
Developer Ergonomics 11.5 / 20
0 / 0
Operational Transparency 7.9 / 13
0 / 0
Discoverability 7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.8 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
9
Solo.io screenshot
Solo.io Strong agent ready Gateways, Ingress and the Data Plane

Solo.io is a cloud-native application-networking company founded in 2017 that builds enterprise and open-source API gateways, service mesh, and agentic-AI in...

Composite
64.0
Agent
34.8
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 64.0/100 · strong
Contract Quality 15.6 / 25
Developer Ergonomics 15.7 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 6 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations mostly 1.5 / 3
10
Gravitee screenshot
Gravitee Strong agent aware Full-Stack API Management Platforms

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

Composite
63.9
Agent
25.1
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 63.9/100 · strong
Contract Quality 13.5 / 25
Developer Ergonomics 14.9 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.8 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card flavored 2.0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations mostly 1.5 / 3
11
IBM API Connect screenshot
IBM API Connect Strong agent ready Full-Stack API Management Platforms

IBM API Connect is a comprehensive API management platform that enables organizations to create, secure, manage, share, monetize, and analyze APIs across mul...

Composite
63.0
Agent
50.6
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 63.0/100 · strong
Contract Quality 14.1 / 25
Developer Ergonomics 11.8 / 20
0 / 0
Operational Transparency 10.3 / 13
0 / 0
Discoverability 6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.0 / 15
Agent readiness — 51/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 4 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination partial 2.5 / 5
Distinct Operations 0 / 3
12
Tyk screenshot
Tyk Strong agent ready Full-Stack API Management Platforms

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

Composite
62.4
Agent
36.3
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 62.4/100 · strong
Contract Quality 17.2 / 25
Developer Ergonomics 13.1 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 6.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 36/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations mostly 1.5 / 3
13
Axway screenshot
Axway Strong agent ready Full-Stack API Management Platforms

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

Composite
61.9
Agent
43.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 61.9/100 · strong
Contract Quality 16.7 / 25
Developer Ergonomics 14.9 / 20
0 / 0
Operational Transparency 5.5 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.9 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
14
Bifrost screenshot
Bifrost Strong agent ready Gateways, Ingress and the Data Plane

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
59.7
Agent
37.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 59.7/100 · strong
Contract Quality 12.4 / 25
Developer Ergonomics 12.9 / 20
0 / 0
Operational Transparency 8.2 / 13
0 / 0
Discoverability 6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.1 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface unknown 5.4 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
15
MuleSoft screenshot
MuleSoft Strong agent ready Full-Stack API Management Platforms

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

Composite
58.4
Agent
37.7
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 58.4/100 · strong
Contract Quality 15.5 / 25
Developer Ergonomics 14.5 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
16
Google Cloud API Gateway screenshot
Google Cloud API Gateway Strong agent aware Gateways, Ingress and the Data Plane

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

Composite
57.3
Agent
19.6
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 57.3/100 · strong
Contract Quality 12.6 / 25
Developer Ergonomics 11.7 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 4.6 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
17
Traefik Labs screenshot
Traefik Labs Strong agent aware Gateways, Ingress and the Data Plane

Traefik Labs builds cloud-native traffic and API infrastructure - the open-source Traefik Proxy (an ingress controller, reverse proxy, and load balancer for ...

Composite
55.6
Agent
21.3
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 55.6/100 · strong
Contract Quality 12.9 / 25
Developer Ergonomics 10.0 / 20
0 / 0
Operational Transparency 8.2 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 21/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination partial 2.5 / 5
Distinct Operations 3.0 / 3
Developing 7 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
18
Red Hat 3scale screenshot
Red Hat 3scale Developing agent aware Full-Stack API Management Platforms

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

Composite
52.7
Agent
24.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 52.7/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 11.7 / 20
0 / 0
Operational Transparency 6.8 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.3 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
19
Apinizer screenshot
Apinizer Developing agent aware Gateways, Ingress and the Data Plane

Apinizer is an API management platform that provides API gateway, API portal, API testing, monitoring, and security capabilities. It enables organizations to...

Composite
50.8
Agent
23.7
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 50.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 10.5 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.7 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
20
TIBCO screenshot
TIBCO Developing agent aware Full-Stack API Management Platforms

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

Composite
48.8
Agent
20.0
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 48.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 10.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 5.1 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface derived 1.5 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
21
Broadcom screenshot
Broadcom Developing agent ready Full-Stack API Management Platforms

Broadcom is a global technology company that specializes in the design and manufacturing of semiconductors and other hardware components for a wide range of ...

Composite
48.2
Agent
37.5
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 48.2/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 9.4 / 20
0 / 0
Operational Transparency 6.2 / 13
0 / 0
Discoverability 6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.1 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 4 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 6.0 / 6
Protected Resource Metadata 5.0 / 5
Registration Without a Human 6 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations mostly 1.5 / 3
22
SAP API Management screenshot
SAP API Management Developing agent aware Full-Stack API Management Platforms

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

Composite
48.1
Agent
22.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 48.1/100 · developing
Contract Quality 14.1 / 25
Developer Ergonomics 11.7 / 20
0 / 0
Operational Transparency 4.8 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 6.0 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth negotiable 7.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
23
NGINX screenshot
NGINX Developing agent ready Gateways, Ingress and the Data Plane

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

Composite
40.8
Agent
29.7
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 40.8/100 · developing
Contract Quality 11.4 / 25
Developer Ergonomics 12.1 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 1.6 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
24
Apiman screenshot
Apiman Developing agent aware Full-Stack API Management Platforms

Apiman is an open source API management platform featuring a REST API, manager UI, and standalone developer portal with multi-tenancy, events, notifications,...

Composite
40.4
Agent
20.2
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 40.4/100 · developing
Contract Quality 11.5 / 25
Developer Ergonomics 12.7 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.4 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics derived 1.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 0 / 3
Thin 10 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
25
Apache APISIX screenshot
Apache APISIX Thin agent aware Gateways, Ingress and the Data Plane

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

Composite
38.3
Agent
19.0
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 38.3/100 · thin
Contract Quality 13.2 / 25
Developer Ergonomics 8.3 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.4 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
26
Envoy screenshot
Envoy Thin agent aware Gateways, Ingress and the Data Plane

Envoy is a high-performance, open-source edge and service proxy designed for cloud-native applications and microservice architectures. It provides advanced l...

Composite
38.1
Agent
24.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 38.1/100 · thin
Contract Quality 14.0 / 25
Developer Ergonomics 9.5 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
27
Software AG screenshot
Software AG Thin agent aware Full-Stack API Management Platforms

Software AG provides enterprise integration and API management through webMethods, a platform for connecting applications, processes, and people across hybri...

Composite
37.8
Agent
19.6
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 37.8/100 · thin
Contract Quality 13.7 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.1 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
28
Emissary-Ingress screenshot
Emissary-Ingress Thin agent aware Gateways, Ingress and the Data Plane

Emissary-Ingress is a CNCF incubating Kubernetes-native API gateway built on the Envoy proxy. It provides ingress control, load balancing, authentication, ra...

Composite
36.2
Agent
24.1
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 36.2/100 · thin
Contract Quality 13.5 / 25
Developer Ergonomics 9.5 / 20
0 / 0
Operational Transparency 3.8 / 13
0 / 0
Discoverability 6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5.0 / 5
Distinct Operations 3.0 / 3
29
Envoy Gateway screenshot
Envoy Gateway Thin agent aware Gateways, Ingress and the Data Plane

Envoy Gateway is a CNCF project that manages Envoy Proxy as a standalone or Kubernetes-based application gateway. It implements the Kubernetes Gateway API an...

Composite
34.5
Agent
9.4
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 34.5/100 · thin
Contract Quality 3.0 / 25
Developer Ergonomics 15.2 / 20
0 / 0
Operational Transparency 5.8 / 13
0 / 0
Discoverability 7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.4 / 15
Agent readiness — 9/100 · agent aware
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency derived 1.1 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 5 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3 / 3
30
Spring Cloud Gateway screenshot
Spring Cloud Gateway Thin agent aware Gateways, Ingress and the Data Plane

Spring Cloud Gateway provides an intelligent, programmable router built on Spring WebFlux that serves as the entry point to microservice architectures. It of...

Composite
34.2
Agent
16.6
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 34.2/100 · thin
Contract Quality 11.8 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 17/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
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 derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
31
APIIDA screenshot
APIIDA Thin agent aware Full-Stack API Management Platforms

APIIDA provides market-leading solutions for multi-vendor, cross-platform federated API management. The APIIDA API Control Plane enables enterprises to disco...

Composite
32.8
Agent
20.7
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 32.8/100 · thin
Contract Quality 15.8 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 1.7 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.5 / 15
Agent readiness — 21/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination partial 2.5 / 5
Distinct Operations 3.0 / 3
32
APIPark screenshot
APIPark Thin agent aware Full-Stack API Management Platforms

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
32.6
Agent
23.7
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 32.6/100 · thin
Contract Quality 14.7 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.8 / 13
0 / 0
Discoverability 6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 2.3 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 7.0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 0 / 5
Distinct Operations 3.0 / 3
33
KrakenD screenshot
KrakenD Thin agent aware Gateways, Ingress and the Data Plane

KrakenD is a stateless, distributed, high-performance open-source API gateway written in Go, focused on API aggregation, transformation, and security with a ...

Composite
29.6
Agent
20.2
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 29.6/100 · thin
Contract Quality 11.7 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 4.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 1.6 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server documented 4.8 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3.0 / 3
34
APIwiz screenshot
APIwiz Thin human only Full-Stack API Management Platforms

APIwiz is a federated API management platform that streamlines the complete API lifecycle from design through monetization. The low-code platform provides ce...

Composite
26.5
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 26.5/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 3.5 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
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 documented 3.5 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3 / 3
Emerging 2 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
35
Higress screenshot
Higress Emerging human only Gateways, Ingress and the Data Plane

Higress is a cloud-native API gateway built on Istio and Envoy, providing enterprise-grade API gateway capabilities including traffic management, security, o...

Composite
18.5
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 18.5/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.9 / 15
Agent readiness — 1/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
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 derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3 / 3
36
Netflix Zuul screenshot
Netflix Zuul Emerging human only Gateways, Ingress and the Data Plane

Netflix Zuul is an open-source L7 application gateway that provides dynamic routing, monitoring, resiliency, and security for edge services. Originally devel...

Composite
14.6
Agent
0.6
Kin Score Kin Score How this is scored →
scored 2026-10-31 · rubric v0.25.0
Composite quality — 14.6/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.8 / 13
0 / 0
Discoverability 5.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform) 0.0 / 15
Agent readiness — 1/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 0 / 6
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 derived 0.9 / 7
Typed Event Surface 0 / 6
Agent Skills 0 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Delegated User Identity 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
Pagination 5 / 5
Distinct Operations 3 / 3