Customer Support & Service
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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289 providers
Exemplar 12 66.5+ Reference-quality API operations across every facet.
1
HubSpot Exemplar agent ready
HubSpot is an AI-native customer platform built around the Smart CRM, unifying marketing, sales, customer service, content, commerce and operations on a sing...
Composite
93.2
Agent
54.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 93.2/100 · exemplar
Contract Quality
16.0 / 25
Developer Ergonomics
18.9 / 20
0 / 0
Operational Transparency
12.3 / 13
0 / 0
Discoverability
8.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.8 / 15
Agent readiness — 54/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6.0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples documented
1.8 / 7
Rate-Limit Signaling documented
3.5 / 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
2
Twilio Exemplar agent native
Cloud communications platform providing APIs for SMS, voice, video, and authentication services. Twilio offers 30+ APIs covering messaging, voice, video, ema...
Composite
91.6
Agent
52.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 91.6/100 · exemplar
Contract Quality
18.0 / 25
Developer Ergonomics
17.4 / 20
0 / 0
Operational Transparency
12.3 / 13
0 / 0
Discoverability
8.3 / 10
Regulatory · Telecommunications
10.6 / 15
Agent readiness — 52/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
9.0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface derived
1.5 / 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
3
Salesforce Exemplar agent ready
Salesforce is a cloud-based customer relationship management (CRM) platform that provides a comprehensive suite of enterprise applications for sales, service...
Composite
88.8
Agent
56.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 88.8/100 · exemplar
Contract Quality
18.2 / 25
Developer Ergonomics
18.9 / 20
0 / 0
Operational Transparency
11.3 / 13
0 / 0
Discoverability
6.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.3 / 15
Agent readiness — 57/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server templated
7.2 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 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 documented
3.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
4
Ada Exemplar 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
87.3
Agent
47.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 87.3/100 · exemplar
Contract Quality
17.8 / 25
Developer Ergonomics
17.1 / 20
0 / 0
Operational Transparency
12.0 / 13
0 / 0
Discoverability
8.3 / 10
Regulatory · AI & Biometrics
6.3 / 15
Agent readiness — 47/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server templated
7.2 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency documented
4.5 / 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
5 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
5
Brevo Exemplar agent ready
Brevo (formerly Sendinblue) is a French customer-relationship platform that combines email marketing, transactional email and SMTP relay, transactional and c...
Composite
80.8
Agent
58.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 80.8/100 · exemplar
Contract Quality
18.0 / 25
Developer Ergonomics
16.5 / 20
0 / 0
Operational Transparency
12.0 / 13
0 / 0
Discoverability
8.3 / 10
Regulatory · Telecommunications
6.6 / 15
Agent readiness — 58/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills 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
0 / 6
Agentic Commerce Well-Known Document
0 / 5
6
Amazon Lex Exemplar agent ready
Amazon Lex is a fully managed artificial intelligence (AI) service with advanced natural language models to design, build, test, and deploy conversational in...
Composite
76.2
Agent
34.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 76.2/100 · exemplar
Contract Quality
17.9 / 25
Developer Ergonomics
16.3 / 20
0 / 0
Operational Transparency
10.9 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · AI & Biometrics
4.9 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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
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
7
8x8 Exemplar agent native
8x8, Inc. is a San Jose, California headquartered cloud communications provider that sells an integrated UCaaS, CCaaS and CPaaS platform (marketed as XCaaS) ...
Composite
71.3
Agent
43.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 71.3/100 · exemplar
Contract Quality
16.2 / 25
Developer Ergonomics
13.6 / 20
0 / 0
Operational Transparency
12.0 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Telecommunications
6.8 / 15
Agent readiness — 43/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6.0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
8
Zendesk Exemplar agent ready
Zendesk provides customer service and engagement software that helps businesses manage support tickets, automate workflows, and offer multi-channel supportin...
Composite
71.2
Agent
35.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 71.2/100 · exemplar
Contract Quality
13.3 / 25
Developer Ergonomics
11.7 / 20
0 / 0
Operational Transparency
10.3 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.8 / 15
Agent readiness — 36/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 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
7.0 / 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
9
Khoros Exemplar agent ready
Khoros is the enterprise online-community and social-customer-engagement platform formed when Lithium Technologies merged with Spredfast in 2018; the combine...
Composite
70.4
Agent
38.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 70.4/100 · exemplar
Contract Quality
15.1 / 25
Developer Ergonomics
14.6 / 20
0 / 0
Operational Transparency
11.3 / 13
0 / 0
Discoverability
8.9 / 10
Regulatory · AI & Biometrics
6.8 / 15
Agent readiness — 39/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 12
Machine-Readable Auth negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
10
Salesforce Service Cloud APIs Exemplar agent ready
Salesforce Service Cloud is the customer-service and contact-centre product on the Salesforce Platform, and its API surface is the Salesforce Platform API ap...
Composite
70.4
Agent
45.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 70.4/100 · exemplar
Contract Quality
12.7 / 25
Developer Ergonomics
16.5 / 20
0 / 0
Operational Transparency
10.9 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.8 / 15
Agent readiness — 45/100 · 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 served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics derived
1.0 / 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
11
Regal Exemplar 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
70.0
Agent
52.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 70.0/100 · exemplar
Contract Quality
18.2 / 25
Developer Ergonomics
12.7 / 20
0 / 0
Operational Transparency
10.9 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · Telecommunications
6.3 / 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
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 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
6 / 6
Agentic Commerce Well-Known Document
0 / 5
12
Zoom Phone Exemplar agent ready
Zoom Phone is the cloud PBX / UCaaS voice product of Zoom Communications, headquartered in San Jose, California, and sold worldwide from its United States ho...
Composite
67.9
Agent
53.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 67.9/100 · exemplar
Contract Quality
15.7 / 25
Developer Ergonomics
14.8 / 20
0 / 0
Operational Transparency
12.0 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Telecommunications
7.4 / 15
Agent readiness — 54/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface derived
1.5 / 6
Agent Skills
5 / 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
Strong 28 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
13
SignalWire Strong agent ready
SignalWire is a Programmable Unified Communications (PUC) platform for voice, messaging, video, fax, SIP and AI voice agents, built by the team behind FreeSW...
Composite
65.9
Agent
37.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 65.9/100 · strong
Contract Quality
15.6 / 25
Developer Ergonomics
18.1 / 20
0 / 0
Operational Transparency
8.6 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · Telecommunications
5.1 / 15
Agent readiness — 38/100 · 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 documented
3.5 / 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
14
Erxes Strong agent ready
Open-source Experience Operating System (XOS) that unifies marketing, sales, operations and support in one self-hostable platform, positioned as a replacemen...
Composite
65.7
Agent
28.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 65.7/100 · strong
Contract Quality
11.7 / 25
Developer Ergonomics
15.7 / 20
0 / 0
Operational Transparency
10.6 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.0 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 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
15
Syllable Strong agent ready
Syllable is a Mountain View, California company (founded 2017) that operates an agentic platform for building, deploying and optimizing AI voice, SMS, email,...
Composite
65.1
Agent
32.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 65.1/100 · strong
Contract Quality
14.9 / 25
Developer Ergonomics
17.1 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · Telecommunications
3.5 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface derived
1.5 / 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
16
SugarCRM Strong agent aware
SugarCRM — rebranded as SugarAI in April 2026, with www.sugarcrm.com now redirecting to www.sugarai.com — is a B2B sales CRM platform serving 4,000+ customer...
Composite
65.0
Agent
25.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 65.0/100 · strong
Contract Quality
9.8 / 25
Developer Ergonomics
14.8 / 20
0 / 0
Operational Transparency
9.6 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.3 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
17
Hootsuite Strong agent ready
Hootsuite is a social media management platform that lets organizations schedule posts, monitor conversations, run paid campaigns, and analyze performance ac...
Composite
63.9
Agent
49.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 63.9/100 · strong
Contract Quality
15.6 / 25
Developer Ergonomics
9.9 / 20
0 / 0
Operational Transparency
10.6 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.8 / 15
Agent readiness — 50/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
18
ClosedLoop AI Strong agent native
Product-intelligence platform that turns customer conversations and feedback (Gong, Fireflies, Slack, Zendesk, Intercom, Salesforce, HubSpot, surveys, produc...
Composite
63.0
Agent
74.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 63.0/100 · strong
Contract Quality
15.0 / 25
Developer Ergonomics
13.5 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.9 / 15
Agent readiness — 74/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
6 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
9 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
6 / 6
Agent Skills unknown
4.5 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
8.0 / 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
19
PixieBrix Strong agent aware
PixieBrix is a browser-based platform for customer care and enterprise operations teams that layers automation, AI assistance, integrations and real-time pol...
Composite
62.3
Agent
27.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 62.3/100 · strong
Contract Quality
11.1 / 25
Developer Ergonomics
13.2 / 20
0 / 0
Operational Transparency
9.6 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
20
Creatio Strong agent aware
Creatio is a global software vendor of an AI-native no-code platform for customer relationship management (CRM) and workflow / business process automation. I...
Composite
62.1
Agent
23.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 62.1/100 · strong
Contract Quality
7.1 / 25
Developer Ergonomics
14.3 / 20
0 / 0
Operational Transparency
8.6 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.4 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
6 / 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
21
FrontApp Strong agent ready
Front is a customer service and communication platform that combines the efficiency of a help desk with the familiarity of email, giving teams a shared inbox...
Composite
61.8
Agent
45.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 61.8/100 · strong
Contract Quality
17.7 / 25
Developer Ergonomics
10.7 / 20
0 / 0
Operational Transparency
6.8 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.0 / 15
Agent readiness — 45/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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 documented
3.5 / 7
Typed Event Surface
6 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
22
Entergram Strong agent native
Entergram is a CRM built specifically for Telegram. It connects personal Telegram accounts (not bots) into a shared team workspace where sales, support, comm...
Composite
61.1
Agent
59.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 61.1/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
9.4 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.8 / 15
Agent readiness — 60/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
9.0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7.0 / 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
6 / 6
Agentic Commerce Well-Known Document
0 / 5
23
Klaus Strong agent aware
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
60.9
Agent
22.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 60.9/100 · strong
Contract Quality
10.4 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
9.9 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency documented
4.5 / 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
24
Genesys Strong 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
60.8
Agent
57.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 60.8/100 · strong
Contract Quality
14.8 / 25
Developer Ergonomics
6.5 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · Telecommunications
5.9 / 15
Agent readiness — 57/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6.0 / 6
MCP Server platform
3.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
9.0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 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
4 / 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
25
Zoho Strong agent ready
Zoho is a comprehensive cloud software suite offering 55+ integrated business applications for sales, marketing, customer service, finance, HR, collaboration...
Composite
60.5
Agent
33.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 60.5/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
15.1 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
6.3 / 10
Regulatory · Employment & Payroll
6.0 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 12
Machine-Readable Auth negotiable
7.5 / 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
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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
26
RingCentral Strong agent ready
RingCentral provides unified cloud communications for businesses including voice, video, messaging, contact center, and events. The RingCentral API exposes c...
Composite
59.9
Agent
43.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 59.9/100 · strong
Contract Quality
14.5 / 25
Developer Ergonomics
13.6 / 20
0 / 0
Operational Transparency
9.6 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Telecommunications
4.9 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 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
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
Delegated User Identity documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
27
Gridspace Strong agent aware
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
59.3
Agent
21.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 59.3/100 · strong
Contract Quality
12.2 / 25
Developer Ergonomics
16.3 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Telecommunications
3.8 / 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 derived
1.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
0 / 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
28
Amazon Connect Strong 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
59.2
Agent
35.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 59.2/100 · strong
Contract Quality
7.7 / 25
Developer Ergonomics
17.9 / 20
0 / 0
Operational Transparency
4.8 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 15
Agent readiness — 35/100 · 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 bearer
3.5 / 10
Idempotency
9.0 / 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
29
Brainfish Strong agent native
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
59.1
Agent
62.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 59.1/100 · strong
Contract Quality
13.1 / 25
Developer Ergonomics
13.2 / 20
0 / 0
Operational Transparency
6.2 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 15
Agent readiness — 62/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
7.0 / 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
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
30
Evermuse Strong agent ready
Evermuse is an AI advisor for product teams that turns every customer signal — sales and success calls, support conversations, meeting notes, emails, surveys...
Composite
58.9
Agent
52.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 58.9/100 · strong
Contract Quality
12.9 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.3 / 15
Agent readiness — 53/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
9.0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
0 / 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
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
31
Asapp3 Strong agent ready
ASAPP (formerly Asapp3) is a leading AI‑powered customer experience platform for enterprise contact centers. It provides generative AI agents, human‑in‑the‑l...
Composite
58.8
Agent
31.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 58.8/100 · strong
Contract Quality
17.8 / 25
Developer Ergonomics
9.9 / 20
0 / 0
Operational Transparency
8.6 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.5 / 15
Agent readiness — 32/100 · 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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 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
0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
32
Kixie Strong agent aware
Kixie is a Los Angeles based sales-engagement and revenue-communications platform built around PowerCall, a multi-line power dialer, business phone service a...
Composite
57.6
Agent
22.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 57.6/100 · strong
Contract Quality
9.8 / 25
Developer Ergonomics
11.9 / 20
0 / 0
Operational Transparency
9.6 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Telecommunications
5.4 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
6 / 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
33
ASAPP Strong agent ready
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
57.5
Agent
30.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 57.5/100 · strong
Contract Quality
14.6 / 25
Developer Ergonomics
14.6 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · AI & Biometrics
3.5 / 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
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 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
34
Hatch Strong 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
57.4
Agent
29.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 57.4/100 · strong
Contract Quality
13.8 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
5.8 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Telecommunications
3.1 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
35
CloudTalk Strong agent ready
CloudTalk is an AI-powered cloud call center and business phone system (CCaaS) for sales and customer support teams, backed by Point Nine. Its public REST AP...
Composite
56.7
Agent
35.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 56.7/100 · strong
Contract Quality
13.7 / 25
Developer Ergonomics
6.5 / 20
0 / 0
Operational Transparency
8.9 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Telecommunications
3.9 / 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
0 / 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 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
36
ReviewTrackers Strong agent aware
ReviewTrackers is an online reputation management platform that enables businesses to monitor reviews across 100+ review sites, respond to customer feedback,...
Composite
55.9
Agent
25.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 55.9/100 · strong
Contract Quality
12.4 / 25
Developer Ergonomics
6.7 / 20
0 / 0
Operational Transparency
9.6 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.3 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
37
Bolna Strong 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
55.8
Agent
53.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 55.8/100 · strong
Contract Quality
9.8 / 25
Developer Ergonomics
13.8 / 20
0 / 0
Operational Transparency
9.6 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
3.4 / 15
Agent readiness — 54/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
38
Replicant Strong agent aware
Replicant is an enterprise agentic customer service platform that automates high-volume contact center conversations across voice, chat, and messaging, and a...
Composite
55.0
Agent
27.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 55.0/100 · strong
Contract Quality
15.0 / 25
Developer Ergonomics
7.5 / 20
0 / 0
Operational Transparency
4.8 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · AI & Biometrics
5.3 / 15
Agent readiness — 28/100 · 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
7.0 / 7
Rate-Limit Signaling documented
3.5 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
39
Observe.AI Strong agent ready
Observe.AI is an agentic AI platform for the contact center, providing purpose-built AI agents that handle customer support end-to-end across voice and chat,...
Composite
54.5
Agent
29.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 54.5/100 · strong
Contract Quality
12.3 / 25
Developer Ergonomics
9.6 / 20
0 / 0
Operational Transparency
10.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
5.0 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
7.0 / 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
40
Kore.ai Strong agent ready
Kore.ai is an enterprise conversational and agentic AI platform used to build, deploy, govern and observe AI agents for customer experience and employee expe...
Composite
54.4
Agent
38.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 54.4/100 · strong
Contract Quality
13.4 / 25
Developer Ergonomics
16.7 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
7.7 / 10
Regulatory · AI & Biometrics
4.1 / 15
Agent readiness — 38/100 · 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 documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 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
Developing 59 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
41
Gladly Developing agent ready
Gladly is a San Francisco–based people-centered customer service AI platform. The Gladly Hero agent workspace unifies voice, chat, SMS, email, and social int...
Composite
54.0
Agent
34.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 54.0/100 · developing
Contract Quality
16.2 / 25
Developer Ergonomics
16.4 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · Telecommunications
3.1 / 15
Agent readiness — 35/100 · 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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
42
Hiver Developing agent ready
Hiver (Hiver Inc., originally GrexIt) builds an AI-powered customer service platform for teams that run support out of shared email addresses. It ships in tw...
Composite
53.5
Agent
43.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 53.5/100 · developing
Contract Quality
12.3 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
8.6 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.6 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 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
43
Dovetail Developing agent ready
Dovetail is a customer intelligence platform that aggregates customer feedback from sales calls, support tickets, user-research sessions, surveys and other c...
Composite
53.4
Agent
47.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 53.4/100 · developing
Contract Quality
13.0 / 25
Developer Ergonomics
7.6 / 20
0 / 0
Operational Transparency
6.8 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples partial
3.5 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
44
Plain Developing agent ready
Plain is a customer support platform for B2B and technical SaaS companies, built entirely on its own public GraphQL API so there is full parity between what ...
Composite
53.3
Agent
51.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 53.3/100 · developing
Contract Quality
12.8 / 25
Developer Ergonomics
15.7 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.4 / 15
Agent readiness — 51/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
45
Quo Developing agent ready
Quo (formerly OpenPhone) is an AI-powered business communication platform that unifies calls, texts, and contacts in one shared workspace for startups and sm...
Composite
53.0
Agent
28.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 53.0/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Telecommunications
3.3 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 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
46
Avaya Developing agent ready
Avaya is a global enterprise communications company whose developer surface spans two cloud platforms: Avaya Infinity, the cloud-native customer experience p...
Composite
52.5
Agent
41.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 52.5/100 · developing
Contract Quality
16.3 / 25
Developer Ergonomics
7.5 / 20
0 / 0
Operational Transparency
4.8 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.3 / 15
Agent readiness — 41/100 · 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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
7.0 / 7
Typed Event Surface
6 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
47
Bright Pattern Developing agent ready
Bright Pattern is a cloud contact center (CCaaS) software company whose omnichannel platform routes voice, IVR, email, chat, SMS/MMS, video and social messen...
Composite
52.2
Agent
31.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 52.2/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
14.2 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Telecommunications
3.8 / 15
Agent readiness — 31/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 7
Rate-Limit Signaling
0 / 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
48
VoiceGenie Developing agent ready
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
52.1
Agent
35.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 52.1/100 · developing
Contract Quality
14.4 / 25
Developer Ergonomics
13.2 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
3.7 / 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
0 / 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 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
49
Assembled Developing agent aware
Assembled is a San Francisco-headquartered support operations platform that unifies workforce management (WFM), AI agents, and AI Copilot for modern customer...
Composite
51.7
Agent
22.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 51.7/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
11.7 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
6.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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 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
50
Clozd Developing agent native
Clozd is a Lehi, Utah based decision-intelligence and win-loss analysis platform that collects structured buyer feedback — through human-led live interviews,...
Composite
51.2
Agent
59.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 51.2/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.8 / 15
Agent readiness — 60/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 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
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
51
Authenticx Developing agent ready
Authenticx is a healthcare conversation intelligence platform that ingests contact-center interactions — call audio, chat transcripts, and email — and applie...
Composite
50.8
Agent
44.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 50.8/100 · developing
Contract Quality
15.5 / 25
Developer Ergonomics
9.4 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Health
5.5 / 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
0 / 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
7.0 / 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
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
52
Allo-Media Developing agent ready
Allo-Media, which now trades as uh!ive, is a French conversational-voice-AI company that transcribes and analyses telephone conversations in real time and in...
Composite
50.6
Agent
37.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 50.6/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
12.9 / 20
0 / 0
Operational Transparency
12.0 / 13
0 / 0
Discoverability
8.9 / 10
Regulatory · AI & Biometrics
5.4 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
53
Devrev Developing agent ready
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
50.6
Agent
28.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 50.6/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
13.1 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.5 / 15
Agent readiness — 29/100 · 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 documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
54
Back Market Developing agent ready
Back Market is a French-founded global online marketplace dedicated exclusively to refurbished consumer electronics — smartphones, laptops, tablets, consoles...
Composite
50.2
Agent
33.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 50.2/100 · developing
Contract Quality
12.5 / 25
Developer Ergonomics
12.0 / 20
0 / 0
Operational Transparency
5.8 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.6 / 15
Agent readiness — 33/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 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 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
55
Netomi Developing agent aware
Netomi (founded 2016 as msg.ai) is an enterprise agentic AI platform for customer experience. Its "Agentic OS for CX" orchestrates a network of AI agents acr...
Composite
50.2
Agent
23.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 50.2/100 · developing
Contract Quality
12.0 / 25
Developer Ergonomics
12.3 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
3.4 / 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 derived
1.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
56
Sprinklr Developing agent ready
Sprinklr is a unified customer experience management (Unified-CXM) platform offering REST APIs for social media management, customer service, marketing, and ...
Composite
50.1
Agent
28.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 50.1/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.3 / 15
Agent readiness — 29/100 · 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 documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
57
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
49.9
Agent
29.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.9/100 · developing
Contract Quality
13.6 / 25
Developer Ergonomics
7.6 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
2.5 / 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
12.0 / 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 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
58
Agile CRM Developing agent aware
Agile CRM is an all-in-one customer relationship management platform aimed at small and mid-sized businesses, unifying contact management, sales pipeline tra...
Composite
49.8
Agent
27.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.8/100 · developing
Contract Quality
13.4 / 25
Developer Ergonomics
13.2 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 15
Agent readiness — 28/100 · 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 documented
4.0 / 8
Request/Response Examples
0 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
59
Dashbot Developing agent ready
Dashbot is a conversational-data analytics platform (now operating as Dimension Labs) that ingests chatbot, voice-assistant, live-chat, call, survey and othe...
Composite
49.8
Agent
35.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.8/100 · developing
Contract Quality
10.4 / 25
Developer Ergonomics
11.1 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
4.1 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
6 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
9 / 9
Stable Error Semantics documented
4.0 / 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
4 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
60
Fini Developing agent aware
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
49.7
Agent
18.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.7/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
3.2 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
4.9 / 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 derived
1.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
61
OutRival Developing agent aware
OutRival is a conversational AI platform that deploys AI agents ("Digital Workers" / companions) to handle high-volume customer engagement across voice calls...
Composite
49.7
Agent
23.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.7/100 · developing
Contract Quality
13.3 / 25
Developer Ergonomics
12.3 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Telecommunications
4.5 / 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 derived
1.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
62
Serval Developing agent ready
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
49.5
Agent
45.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.5/100 · developing
Contract Quality
13.5 / 25
Developer Ergonomics
11.4 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.9 / 15
Agent readiness — 45/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
0 / 7
Typed Event Surface
6 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
63
Udesk Developing 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
49.1
Agent
21.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 49.1/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
12.9 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · AI & Biometrics
4.4 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 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
64
Front Developing agent aware
Front is a customer operations platform unifying shared inboxes, chat, SMS, social, and CRM workflows. Front exposes a Core API (conversations, messages, cha...
Composite
48.9
Agent
25.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.9/100 · developing
Contract Quality
12.7 / 25
Developer Ergonomics
6.0 / 20
0 / 0
Operational Transparency
7.0 / 13
0 / 0
Discoverability
6.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.0 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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 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
65
Uniphore Developing agent ready
Uniphore is an enterprise AI company — "The Business AI Company" — founded in 2008 and headquartered in Palo Alto, California. Its flagship platform, the Bus...
Composite
48.7
Agent
34.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.7/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
12.9 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
7.0 / 10
Regulatory · AI & Biometrics
6.5 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
6 / 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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
66
Fxiaoke Developing agent aware
Fxiaoke (纷享销客 / Fenxiang) is a Chinese enterprise SaaS company providing a connected, AI-driven "Agentic CRM" platform that spans marketing, sales, and custo...
Composite
48.5
Agent
20.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.5/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
12.9 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.9 / 15
Agent readiness — 21/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
67
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
48.5
Agent
31.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.5/100 · developing
Contract Quality
4.6 / 25
Developer Ergonomics
10.6 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 15
Agent readiness — 32/100 · 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 bearer
3.5 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
7.0 / 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
68
Pendo.io Developing agent ready
Pendo is a product-experience and product-analytics platform that helps software teams understand and guide how users engage with their applications. Its Eng...
Composite
48.5
Agent
34.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.5/100 · developing
Contract Quality
11.2 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
5.8 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.3 / 15
Agent readiness — 34/100 · 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 partial
3.5 / 7
Rate-Limit Signaling
0 / 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
69
Frontline Developing agent ready
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
48.2
Agent
31.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 48.2/100 · developing
Contract Quality
12.9 / 25
Developer Ergonomics
14.3 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
4.4 / 15
Agent readiness — 32/100 · 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 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
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
70
Sanas Developing agent aware
Sanas is a real-time speech AI platform that removes communication barriers through accent translation, language translation, speech enhancement, and speech ...
Composite
47.5
Agent
24.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 47.5/100 · developing
Contract Quality
10.7 / 25
Developer Ergonomics
12.9 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
4.4 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server platform
3.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
71
Cognigy Developing agent aware
Cognigy (now NiCE Cognigy, following NICE's 2024 acquisition) is an enterprise conversational and agentic AI platform for building, deploying, and operating ...
Composite
46.9
Agent
28.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 46.9/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
15.7 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
3.1 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
6 / 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
72
Syncly Developing agent native
Syncly is an AI-native social and customer intelligence platform (backed by Y Combinator, SoftBank, 500 Global, and Rebel) that unifies customer feedback and...
Composite
46.8
Agent
50.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 46.8/100 · developing
Contract Quality
8.4 / 25
Developer Ergonomics
9.4 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.3 / 15
Agent readiness — 50/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6 / 6
MCP Server documented
4.8 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
9 / 9
Stable Error Semantics documented
4.0 / 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
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
73
Fullview Developing agent aware
Fullview is a customer-support platform that combines cobrowsing and session replays. Support agents can view and control a customer's browser session in rea...
Composite
46.4
Agent
24.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 46.4/100 · developing
Contract Quality
12.3 / 25
Developer Ergonomics
11.3 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.6 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 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
74
Nextiva Developing agent ready
Nextiva is a Scottsdale, Arizona based cloud communications and customer experience company whose NextOS / NEXT platform combines UCaaS business phone servic...
Composite
46.3
Agent
29.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 46.3/100 · developing
Contract Quality
13.2 / 25
Developer Ergonomics
9.4 / 20
0 / 0
Operational Transparency
4.8 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Telecommunications
5.1 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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 partial
3.5 / 7
Rate-Limit Signaling
0 / 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
75
Happyrobot Developing agent ready
HappyRobot is an AI orchestration platform — "the AI operating system for the real economy" — that lets enterprises build, govern and deploy AI agents ("AI w...
Composite
46.2
Agent
49.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 46.2/100 · developing
Contract Quality
13.9 / 25
Developer Ergonomics
7.0 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
6.8 / 15
Agent readiness — 49/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
0 / 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
6 / 6
Agentic Commerce Well-Known Document
0 / 5
76
Help Scout Developing agent aware
Help Scout is an email-first help desk platform with shared inboxes, live chat, knowledge bases, and a customer portal. The Help Scout APIs expose conversati...
Composite
45.4
Agent
23.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 45.4/100 · developing
Contract Quality
13.4 / 25
Developer Ergonomics
6.9 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
6.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.1 / 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 negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface 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
77
Revinate Developing agent native
Revinate is a hospitality technology company providing a Guest Data Platform and CRM for hotels — unifying guest profiles from property-management systems, t...
Composite
45.1
Agent
39.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 45.1/100 · developing
Contract Quality
12.3 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.9 / 15
Agent readiness — 40/100 · agent native
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
6 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
9 / 9
Stable Error Semantics documented
4.0 / 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
4 / 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
78
Aisera Developing agent aware
Aisera is an enterprise agentic AI platform that builds, deploys, and orchestrates AI agents and assistants for IT service management, HR, finance, procureme...
Composite
44.7
Agent
22.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 44.7/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
10.5 / 20
0 / 0
Operational Transparency
7.5 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · AI & Biometrics
4.4 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
79
Dixa Developing agent ready
Dixa is a conversational customer service platform with a REST API for managing conversations, queues, agents, routing, knowledge base articles, and customer...
Composite
44.5
Agent
30.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 44.5/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
6.8 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · AI & Biometrics
2.5 / 15
Agent readiness — 31/100 · 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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
8.0 / 8
Request/Response Examples
7.0 / 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
80
Atera Developing agent aware
Atera Networks Ltd. operates an all-in-one IT management platform that combines remote monitoring and management (RMM), professional services automation (PSA...
Composite
44.2
Agent
19.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 44.2/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
9.8 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 7
Typed Event Surface
6 / 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
81
Harmony Developing agent aware
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
44.2
Agent
26.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 44.2/100 · developing
Contract Quality
12.3 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.4 / 15
Agent readiness — 26/100 · 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 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
82
Sendbird Developing agent aware
Sendbird provides APIs and SDKs for in-app chat, voice, video, AI chatbots, and omnichannel business messaging. Used by over 4,000 companies to build real-ti...
Composite
44.2
Agent
26.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 44.2/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
5.5 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · Telecommunications
4.5 / 15
Agent readiness — 27/100 · 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 documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 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
83
SiteJabber Developing agent aware
SiteJabber is a consumer review platform, rebranded as SmartCustomer at smartcustomer.com, where shoppers read and write reviews about online businesses, ser...
Composite
43.9
Agent
24.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 43.9/100 · developing
Contract Quality
11.9 / 25
Developer Ergonomics
5.1 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
4 / 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
84
Salesforce Knowledge Management Developing agent aware
API for managing knowledge articles, categories, and data in Salesforce Knowledge. Enables creating, reading, updating, publishing, and archiving knowledge a...
Composite
43.3
Agent
24.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 43.3/100 · developing
Contract Quality
14.0 / 25
Developer Ergonomics
8.8 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.1 / 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
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 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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
85
HappyOrNot Developing agent aware
HappyOrNot is a Finnish customer-experience feedback company known for its Smiley Terminal, Smiley Touch and Smiley Digital feedback devices used across reta...
Composite
43.2
Agent
19.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 43.2/100 · developing
Contract Quality
12.4 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
6 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
9 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
4 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
86
Voyc Developing agent aware
Voyc is a conversation intelligence and compliance monitoring platform for regulated industries such as financial services and insurance. The platform automa...
Composite
42.7
Agent
25.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 42.7/100 · developing
Contract Quality
9.8 / 25
Developer Ergonomics
8.1 / 20
0 / 0
Operational Transparency
4.8 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
87
Chatfuel Developing human only
Chatfuel is a no-code AI-powered chatbot and business-automation platform for conversational commerce across Meta-owned messaging channels — WhatsApp, Instag...
Composite
41.8
Agent
5.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 41.8/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
11.4 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · AI & Biometrics
4.4 / 15
Agent readiness — 5/100 · human only
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
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
88
Helpjuice Developing agent aware
Helpjuice provides knowledge base software that enables businesses to create, organize, and share internal and external documentation. Their platform offers ...
Composite
41.8
Agent
19.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 41.8/100 · developing
Contract Quality
4.6 / 25
Developer Ergonomics
9.5 / 20
0 / 0
Operational Transparency
3.8 / 13
0 / 0
Discoverability
7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 7
Typed Event Surface
6 / 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
89
Pypestream Developing agent ready
Pypestream is a New York based enterprise conversational and agentic AI company, founded in 2015, whose platform deploys voice and chat AI agents ("Pypes" an...
Composite
41.8
Agent
43.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 41.8/100 · developing
Contract Quality
13.7 / 25
Developer Ergonomics
10.4 / 20
0 / 0
Operational Transparency
6.2 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · AI & Biometrics
3.2 / 15
Agent readiness — 43/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
6 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
90
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
41.5
Agent
30.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 41.5/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.5 / 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 platform
3.0 / 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
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
91
Unwrap Developing 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
41.5
Agent
36.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 41.5/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
12.3 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.9 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency documented
4.5 / 9
Stable Error Semantics documented
4.0 / 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
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
92
Avoca Developing agent aware
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
40.8
Agent
26.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 40.8/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
7.0 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
3.4 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
9 / 9
Stable Error Semantics derived
1.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
4 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
93
Cisco Voice Portal Developing agent aware
Cisco Voice Portal (CVP) is an enterprise-class Voice XML (VXML) browser and call control platform that enables self-service applications for voice, video, a...
Composite
40.8
Agent
19.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 40.8/100 · developing
Contract Quality
14.9 / 25
Developer Ergonomics
2.6 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.6 / 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 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
94
Stella Connect (Medallia Agent Connect) Developing agent aware
Stella Connect, built by StellaService and acquired by Medallia in 2020, is now Medallia Agent Connect — a customer service team platform that pairs real-tim...
Composite
40.0
Agent
26.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 40.0/100 · developing
Contract Quality
11.7 / 25
Developer Ergonomics
4.2 / 20
0 / 0
Operational Transparency
8.6 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 15
Agent readiness — 26/100 · 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
7.0 / 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
95
ManageEngine ServiceDesk Plus Developing agent aware
ManageEngine ServiceDesk Plus is a comprehensive IT service management (ITSM) suite with incident, problem, change, release, and asset management modules, pl...
Composite
39.9
Agent
25.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 39.9/100 · developing
Contract Quality
10.7 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 15
Agent readiness — 26/100 · 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 served
9.0 / 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
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
96
Tidio Developing agent aware
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
39.9
Agent
28.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 39.9/100 · developing
Contract Quality
14.5 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · AI & Biometrics
3.0 / 15
Agent readiness — 28/100 · 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 partial
3.5 / 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
97
Glia Developing agent aware
Glia (formerly SaleMove) is a digital customer service and applied-AI platform built for banks, credit unions and insurers, unifying chat, voice, video, mess...
Composite
39.7
Agent
8.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 39.7/100 · developing
Contract Quality
0.0 / 25
Developer Ergonomics
11.9 / 20
0 / 0
Operational Transparency
5.8 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Banking & Open Finance
4.2 / 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 documented
4.5 / 9
Stable Error Semantics documented
4.0 / 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
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
98
Apptentive Developing agent aware
Apptentive, now Alchemer Mobile / Alchemer Digital, is a mobile customer engagement and in-app feedback platform used to run surveys, message prompts (Notes)...
Composite
39.5
Agent
26.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 39.5/100 · developing
Contract Quality
11.3 / 25
Developer Ergonomics
7.5 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.8 / 15
Agent readiness — 26/100 · 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 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
99
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
39.5
Agent
32.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 39.5/100 · developing
Contract Quality
14.1 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.5 / 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
12.0 / 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 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
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Thin 72 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
100
Bitrix24 Thin agent ready
Bitrix24 is an all-in-one collaboration and business management suite that combines CRM, tasks and projects, contact center, telephony, documents, websites, ...
Composite
38.9
Agent
48.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.9/100 · thin
Contract Quality
12.0 / 25
Developer Ergonomics
6.7 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Employment & Payroll
4.1 / 15
Agent readiness — 48/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
12.0 / 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
0 / 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
4 / 4
Delegated User Identity documented
3.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
101
Gorgias Thin agent aware
Gorgias is a customer support and helpdesk platform purpose-built for ecommerce brands, with deep native integrations into Shopify, BigCommerce, Magento, and...
Composite
38.9
Agent
23.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.9/100 · thin
Contract Quality
13.3 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 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 negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
102
Wazo Thin agent ready
Wazo Communication Inc. builds the Wazo Platform, an open-source (GPL-3.0) programmable unified-communications and contact-centre platform assembled from Ast...
Composite
38.9
Agent
35.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.9/100 · thin
Contract Quality
6.7 / 25
Developer Ergonomics
16.1 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · Banking & Open Finance
2.0 / 15
Agent readiness — 35/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
0 / 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
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
103
Crescendo Thin agent ready
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
38.8
Agent
29.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.8/100 · thin
Contract Quality
12.1 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · AI & Biometrics
3.4 / 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 templated
7.2 / 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
0 / 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
104
Phonely Thin agent aware
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
38.7
Agent
24.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.7/100 · thin
Contract Quality
17.3 / 25
Developer Ergonomics
9.0 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · Telecommunications
2.0 / 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 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
105
Arena Thin agent aware
Arena is an AI-powered audience engagement platform that lets publishers, media companies, and brands build first-party communities directly on their own web...
Composite
38.5
Agent
19.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.5/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
10.5 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.9 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 7
Typed Event Surface
6 / 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
106
Import2 Thin agent aware
Import2 is a fully automated data-migration platform that moves customer data between SaaS applications — CRM, helpdesk, and project-management tools — witho...
Composite
38.5
Agent
19.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.5/100 · thin
Contract Quality
3.6 / 25
Developer Ergonomics
12.7 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
107
DigitalGenius Thin agent aware
DigitalGenius is an AI agent platform purpose-built for ecommerce and retail customer service. It automates pre- and post-purchase support, fully resolving c...
Composite
38.4
Agent
28.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.4/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
8.6 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
3.4 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
6 / 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
108
Forethought Thin agent aware
Forethought is a San Francisco-based generative AI customer-support platform. Its multi-agent product suite — Solve (omnichannel resolution), Triage (ticket ...
Composite
38.3
Agent
19.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 38.3/100 · thin
Contract Quality
16.1 / 25
Developer Ergonomics
8.1 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · AI & Biometrics
3.0 / 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 documented
1.8 / 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
109
Quarterzip Thin agent ready
Quarterzip builds AI screenshare agents that deliver real-time, in-product user assistance. Its agent sees a user's screen, guides them by voice, and execute...
Composite
37.8
Agent
32.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.8/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
10.5 / 20
0 / 0
Operational Transparency
5.1 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.5 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 7
Typed Event Surface
6 / 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
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
110
Google Cloud Contact Center AI Thin agent aware
Google Cloud Contact Center AI (CCAI) provides AI-powered solutions for contact centers, enabling virtual agents, agent assist capabilities, and insights fro...
Composite
37.7
Agent
22.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.7/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
4.5 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.6 / 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 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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
111
MirrorFly Messages API Thin agent aware
MirrorFly is a self-hosted CPaaS from CONTUS TECH (Chennai, India) that lets teams embed real-time chat, messaging, HD voice, video calling, live streaming, ...
Composite
37.7
Agent
8.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.7/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
14.3 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Telecommunications
3.8 / 15
Agent readiness — 8/100 · 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
0 / 9
Stable Error Semantics documented
4.0 / 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
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
112
Survicate Thin agent ready
Survicate is a customer feedback and survey platform with a REST API for managing surveys, collecting responses, segmenting audiences, and integrating feedba...
Composite
37.6
Agent
42.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.6/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
6.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 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
12.0 / 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
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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
113
Concentrix Thin agent ready
Concentrix is a global technology and services company delivering customer experience management, digital transformation and technology consulting for roughl...
Composite
37.5
Agent
29.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.5/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
11.0 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.4 / 10
Regulatory · AI & Biometrics
3.1 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling documented
3.5 / 7
Typed Event Surface
6 / 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
114
Kudobuzz Thin agent aware
Kudobuzz is a reviews, user-generated content (UGC) and conversion-rate-optimization platform for ecommerce merchants. It collects, moderates and displays pr...
Composite
37.0
Agent
12.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 37.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
11.3 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.3 / 15
Agent readiness — 12/100 · 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 documented
4.5 / 9
Stable Error Semantics documented
4.0 / 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
115
Cvent Community Thin agent aware
Cvent Community is Cvent's customer support, knowledge base, certification, and peer-to-peer forum hub at community.cvent.com. It is the 24/7 destination whe...
Composite
36.7
Agent
17.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 36.7/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
10.0 / 20
0 / 0
Operational Transparency
6.5 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Education & Research
6.0 / 15
Agent readiness — 18/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 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
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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
116
Tagove Thin agent aware
Tagove was a live chat, video chat, and co-browsing customer support platform (a 500 Global portfolio company) that now operates as Acquire.io. Acquire is an...
Composite
36.5
Agent
22.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 36.5/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
12.9 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
3.1 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
117
Kimola Thin agent aware
Kimola is a market research automation platform that turns customer feedback into research insights. It tracks feedback from social media, reviews, and direc...
Composite
36.2
Agent
7.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 36.2/100 · thin
Contract Quality
1.6 / 25
Developer Ergonomics
8.9 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 8/100 · 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
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples documented
1.8 / 7
Rate-Limit Signaling
0 / 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
118
Polyai Thin agent ready
PolyAI builds enterprise-grade voice and chat AI agents that handle real customer service conversations across 24+ languages, with 99.994% production uptime....
Composite
35.4
Agent
31.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 35.4/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
11.4 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · AI & Biometrics
3.2 / 15
Agent readiness — 31/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
119
Chatbase Thin agent aware
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
35.3
Agent
17.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 35.3/100 · thin
Contract Quality
12.6 / 25
Developer Ergonomics
5.0 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · AI & Biometrics
3.1 / 15
Agent readiness — 18/100 · 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
120
Productboard Thin agent ready
Productboard is a product management platform that helps product teams capture user feedback, prioritize features, build product roadmaps, and align engineer...
Composite
34.9
Agent
40.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.9/100 · thin
Contract Quality
11.6 / 25
Developer Ergonomics
4.5 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 40/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
121
Sobot Thin agent aware
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
34.9
Agent
26.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.9/100 · thin
Contract Quality
12.3 / 25
Developer Ergonomics
5.6 / 20
0 / 0
Operational Transparency
3.1 / 13
0 / 0
Discoverability
7.9 / 10
Regulatory · AI & Biometrics
3.4 / 15
Agent readiness — 26/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
7.0 / 7
Rate-Limit Signaling
0 / 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
122
Trengo Thin agent aware
Trengo is an omnichannel customer-engagement and shared-inbox platform that unifies email, WhatsApp, live chat, voice, SMS, and social channels into one team...
Composite
34.9
Agent
22.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.9/100 · thin
Contract Quality
12.5 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 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 bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7.0 / 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
123
Freshchat Thin agent aware
Freshchat is Freshworks' modern messaging and customer engagement platform that enables sales and support teams to converse with customers across web, mobile...
Composite
34.3
Agent
21.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.3/100 · thin
Contract Quality
12.2 / 25
Developer Ergonomics
7.1 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
3.4 / 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
0 / 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
124
JustCall Thin agent ready
JustCall is a cloud-based phone system and contact center platform that provides voice calling, SMS/MMS messaging, IVR, call analytics, and contact managemen...
Composite
34.3
Agent
29.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.3/100 · thin
Contract Quality
12.1 / 25
Developer Ergonomics
9.0 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Telecommunications
2.1 / 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
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
125
Goodays Thin agent aware
Goodays (formerly Critizr) is Europe's leading customer experience management platform, founded in 2012 and headquartered in Lille, France, helping retailers...
Composite
34.1
Agent
16.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.1/100 · thin
Contract Quality
10.6 / 25
Developer Ergonomics
9.4 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.8 / 15
Agent readiness — 16/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 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
126
Enterpret Thin agent aware
Enterpret is a customer intelligence platform that unifies feedback from 50+ sources — support tickets, sales and success calls, surveys, reviews, app stores...
Composite
34.0
Agent
27.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 34.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
10.0 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
127
Cuein Thin agent aware
Cuein is an AI-native customer-experience platform ("co-pilot for customer experience teams") that unifies structured and unstructured customer-support data ...
Composite
33.7
Agent
24.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.7/100 · thin
Contract Quality
10.5 / 25
Developer Ergonomics
6.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
8.4 / 10
Regulatory · AI & Biometrics
4.1 / 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 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
4 / 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
128
Google Business Messages Thin agent aware
The Google Business Messages API enables agents to send messages, create events, and manage customer satisfaction surveys within conversations. It allows bus...
Composite
33.4
Agent
22.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.4/100 · thin
Contract Quality
13.9 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 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 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 documented
3.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
129
Canny Thin agent aware
Canny is a customer feedback and product management platform that collects, organizes, and prioritizes feature requests from users and internal teams, ties t...
Composite
33.3
Agent
17.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.3/100 · thin
Contract Quality
10.9 / 25
Developer Ergonomics
9.0 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 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 bearer
3.5 / 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
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
130
Freshservice Thin agent ready
Freshservice is Freshworks' cloud-based IT service management (ITSM) and enterprise service management platform, covering ticketing, problem, change and rele...
Composite
33.2
Agent
42.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.2/100 · thin
Contract Quality
12.2 / 25
Developer Ergonomics
7.1 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 42/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
131
Supportlogic Thin human only
SupportLogic is an enterprise AI infrastructure company for customer experience and support operations. Its Service Experience Data Cloud normalizes support ...
Composite
33.2
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.2/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.9 / 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 bearer
3.5 / 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
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
132
Liberate Innovations Thin 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
33.1
Agent
21.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.1/100 · thin
Contract Quality
3.5 / 25
Developer Ergonomics
12.3 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
7.4 / 10
Regulatory · Insurance
3.1 / 15
Agent readiness — 21/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 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
133
Lemonflow Thin agent aware
Lemonflow Technologies GmbH is a Munich-based company building AI agents purpose-built for the electric-vehicle charging industry. Its platform gives charge ...
Composite
33.0
Agent
5.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 33.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
11.0 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Energy & Utilities
3.5 / 15
Agent readiness — 5/100 · 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
0 / 9
Stable Error Semantics documented
4.0 / 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
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
134
Lifesize Thin human only
Lifesize is a video conferencing and meeting-room platform — cloud meeting service (Lifesize Cloud), Icon conference-room systems, the Lifesize Share wireles...
Composite
32.9
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.9/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
12.4 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.7 / 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 bearer
3.5 / 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
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
135
Shopper Approved Thin agent aware
Shopper Approved is an e-commerce ratings and reviews platform that helps merchants collect, manage, and display verified customer reviews to improve convers...
Composite
32.8
Agent
17.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.8/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 18/100 · 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
136
Quiq Thin human only
Quiq is an enterprise conversational AI and customer-experience platform for building, deploying, and governing agentic AI systems across digital and voice c...
Composite
32.4
Agent
3.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.4/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · AI & Biometrics
5.6 / 15
Agent readiness — 4/100 · 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
0 / 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
137
GetVocal Thin agent aware
GetVocal builds AI voice and chat agents for regulated, high-volume customer operations. Its agents resolve customer conversations end to end while staying i...
Composite
32.3
Agent
18.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.3/100 · thin
Contract Quality
11.2 / 25
Developer Ergonomics
2.7 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · AI & Biometrics
3.7 / 15
Agent readiness — 18/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
6 / 6
MCP Server
0 / 12
Machine-Readable Auth
0 / 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 derived
1.3 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
Delegated User Identity
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
138
Groove Thin agent ready
Groove is a customer support helpdesk and shared inbox platform for small and midsize businesses that consolidates email, live chat, social, and knowledge ba...
Composite
32.2
Agent
38.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.2/100 · thin
Contract Quality
13.1 / 25
Developer Ergonomics
6.7 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 39/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
139
AskSenti Thin human only
AskSenti (SentiSum) is an AI-native customer experience (CX) intelligence platform that reads every customer conversation across support, survey, and social ...
Composite
32.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 32.0/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.3 / 15
Agent readiness — 0/100 · 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
0 / 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
140
Liberate Thin human only
Liberate is an insurance-native AI company building generative voice, email, and SMS agents that resolve customer inquiries end-to-end for carriers, agencies...
Composite
31.7
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.7/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
10.5 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
7.4 / 10
Regulatory · Insurance
3.7 / 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 bearer
3.5 / 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
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
141
Pylon Thin agent aware
Pylon (usepylon.com) is a B2B customer support and customer operations platform that unifies shared Slack, Microsoft Teams, email, and chat support into a si...
Composite
31.6
Agent
17.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.6/100 · thin
Contract Quality
12.0 / 25
Developer Ergonomics
6.4 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.5 / 15
Agent readiness — 18/100 · 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
142
Windstream Holdings Thin agent aware
Windstream Holdings is a leading provider of advanced network communications and technology solutions including managed services, cloud computing, and broadb...
Composite
31.5
Agent
17.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.5/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
6.7 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Telecommunications
2.1 / 15
Agent readiness — 18/100 · 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
143
Cresta Thin human only
Cresta (legally Cresta Intelligence, Inc.) is a Palo Alto, California enterprise Customer Experience AI company spun out of the Stanford AI Lab and founded i...
Composite
31.4
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.4/100 · thin
Contract Quality
2.7 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
3.8 / 13
0 / 0
Discoverability
7.4 / 10
Regulatory · AI & Biometrics
4.1 / 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
144
Stonly Thin human only
Stonly is a knowledge management and customer self-service platform that lets organizations create interactive step-by-step guides, decision trees, and struc...
Composite
31.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 31.4/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
7.1 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.5 / 15
Agent readiness — 0/100 · 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
0 / 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
145
Papercups Thin agent aware
Papercups is an open-source customer-messaging and live-chat platform built on Elixir/Phoenix, positioned as a self-hosted alternative to Intercom. It expose...
Composite
30.8
Agent
19.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 30.8/100 · thin
Contract Quality
13.1 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 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 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
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 30.7/100 · thin
Contract Quality
16.4 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.5 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 6
MCP Server
12.0 / 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
147
LiveChat Thin agent ready
LiveChat is a customer service and live chat platform used by businesses to engage website visitors, run sales conversations, and route support tickets acros...
Composite
30.6
Agent
46.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 30.6/100 · thin
Contract Quality
13.7 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 46/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
148
Telemetron Thin agent ready
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
29.6
Agent
32.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 29.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
8.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.4 / 15
Agent readiness — 32/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples partial
3.5 / 7
Rate-Limit Signaling
0 / 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
149
Incident IQ Thin agent aware
Incident IQ is a K-12-purpose-built IT service management (ITSM) and asset management platform used by school districts to run help desk ticketing, device an...
Composite
29.4
Agent
19.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 29.4/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
8.6 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Education & Research
1.8 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 7
Typed Event Surface
6 / 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
150
Tenfold Thin agent aware
Tenfold (a LivePerson company) is a computer-telephony integration (CTI) platform — marketed as the "Customer Experience Cloud" — that connects phone systems...
Composite
29.3
Agent
26.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 29.3/100 · thin
Contract Quality
12.3 / 25
Developer Ergonomics
8.5 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.6 / 15
Agent readiness — 26/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth negotiable
7.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
151
Exotel Thin agent aware
Exotel is an Indian cloud telephony and customer-engagement (CPaaS) platform offering programmable voice, SMS, virtual numbers (ExoPhones), IVR/call flows, c...
Composite
28.8
Agent
19.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.8/100 · thin
Contract Quality
14.1 / 25
Developer Ergonomics
6.4 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Telecommunications
1.5 / 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 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
152
Index Thin agent aware
Index is the company behind Alloy (alloy.app), an AI-native product-planning and prototyping platform that lets product managers turn any live web app into a...
Composite
28.8
Agent
27.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.8/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
5.5 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.6 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
153
Kustomer Thin agent aware
Kustomer is an AI-powered customer service CRM that unifies conversations, customer data, automation, and reporting across channels.
Composite
28.8
Agent
19.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.8/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
2.6 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · AI & Biometrics
1.6 / 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 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
154
![[24]7.ai screenshot](https://raw.githubusercontent.com/api-evangelist/247-ai/refs/heads/main/screenshots/247-ai-2026-10-11T092029.png)
[24]7.ai Thin agent aware
[24]7.ai is a customer-experience (CX) software and services company headquartered in Campbell, California, operating the [24]7 Engagement Cloud — an AI-powe...
Composite
28.6
Agent
17.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
5.5 / 15
Agent readiness — 18/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 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
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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
155
NewVoiceMedia Thin agent aware
NewVoiceMedia is a cloud contact-center (CCaaS) platform founded in the UK and acquired by Vonage in 2018, now delivered as Vonage Contact Center (VCC). Its ...
Composite
28.6
Agent
19.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.6/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
9.5 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.2 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 7
Typed Event Surface
6 / 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
156
Olark Thin agent ready
Olark is a live chat and AI-powered customer communication platform that enables businesses to engage website visitors in real time through chat, chatbots, W...
Composite
28.4
Agent
42.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.4/100 · thin
Contract Quality
11.1 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · AI & Biometrics
2.6 / 15
Agent readiness — 42/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
157
Meya.ai Thin agent aware
Meya is a chatbot and CX-automation platform for building, coding, and launching customer-support conversational apps, digital assistants, and workflow autom...
Composite
28.3
Agent
17.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 28.3/100 · thin
Contract Quality
9.8 / 25
Developer Ergonomics
6.0 / 20
0 / 0
Operational Transparency
4.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
0.9 / 15
Agent readiness — 17/100 · agent aware
Machine-Readable Contract
18 / 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
0 / 7
Typed Event Surface
6 / 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
158
SysAid Thin agent aware
SysAid is an AI-powered IT service management (ITSM) and help desk platform that helps IT teams manage tickets, assets, workflows, problem and change managem...
Composite
27.9
Agent
17.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.9/100 · thin
Contract Quality
10.6 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.6 / 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 bearer
3.5 / 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
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
159
Dialpad Thin agent aware
Dialpad is an AI-powered cloud communications platform offering business phone, contact center, video, and messaging. Notable for Dialpad Ai (real-time trans...
Composite
27.7
Agent
21.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.7/100 · thin
Contract Quality
13.7 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.1 / 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 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 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
160
Posh Thin agent aware
Posh (Posh AI, legally Posh Technologies) is a Boston-headquartered, remote-first conversational and agentic AI company founded in 2018 by Karan Kashyap and ...
Composite
27.7
Agent
7.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.7/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Banking & Open Finance
4.0 / 15
Agent readiness — 8/100 · 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
0 / 9
Stable Error Semantics documented
4.0 / 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
161
Userback Thin agent ready
Userback is a customer feedback platform that captures visual feedback, screenshots, screen recordings, and bug reports directly from in-product widgets inst...
Composite
27.7
Agent
29.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.7/100 · thin
Contract Quality
13.7 / 25
Developer Ergonomics
2.6 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 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
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
162
Centrical Thin human only
Centrical (legally Biz-Effective Ltd., founded in Israel in 2013 and known as GamEffective until its 2019 rebrand) sells a performance-experience platform fo...
Composite
27.6
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.6/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Employment & Payroll
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
163
Siena Thin agent aware
Siena AI is an empathic AI agent platform built for commerce brands. It combines AI automation with human empathy to handle customer service across email, ch...
Composite
27.5
Agent
12.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.5/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · AI & Biometrics
3.4 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
A2A Agent Card
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
164
SightCall Thin agent aware
SightCall is a San Francisco headquartered enterprise remote visual support platform. Its VISION product connects experts, technicians and customers over liv...
Composite
27.4
Agent
13.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.4/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Insurance
3.7 / 15
Agent readiness — 14/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
165
Talkdesk Thin agent aware
Talkdesk is a cloud contact center platform with Customer Experience Automation (CXA) capabilities including omnichannel engagement, workforce engagement man...
Composite
27.2
Agent
14.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.2/100 · thin
Contract Quality
11.0 / 25
Developer Ergonomics
4.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.9 / 15
Agent readiness — 14/100 · agent aware
Machine-Readable Contract
18 / 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
0 / 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
166
UJET Thin human only
UJET is an AI-powered cloud contact center (CCaaS) platform that unifies voice, chat, SMS, email, WhatsApp, and in-app mobile support into a single agentic c...
Composite
27.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.2/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
1.9 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
3.3 / 15
Agent readiness — 0/100 · 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
0 / 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
167
VoiceOps Thin agent aware
VoiceOps is an AI agent platform that analyzes customer conversations across calls, email, SMS, and chat and turns them into structured business intelligence...
Composite
27.2
Agent
24.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.2/100 · thin
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
7.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
6.3 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
168
Crisp Thin agent aware
Crisp is a customer messaging platform offering live chat, shared inbox, helpdesk, chatbot, and CRM features for businesses of all sizes.
Composite
27.1
Agent
27.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.1/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
6.0 / 10
Regulatory · AI & Biometrics
1.8 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
169
Maven AGI Thin agent aware
Maven AGI is an enterprise AI agent platform for customer experience. Its AI agents answer questions, take actions, and improve with every interaction across...
Composite
27.1
Agent
19.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 27.1/100 · thin
Contract Quality
11.3 / 25
Developer Ergonomics
4.0 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · AI & Biometrics
2.3 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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
170
UserVoice Thin agent aware
UserVoice is a product feedback and ideation platform with a REST API for managing ideas, gathering votes, tracking status updates, and syncing user feedback...
Composite
26.4
Agent
13.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 26.4/100 · thin
Contract Quality
8.7 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
7.1 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.6 / 15
Agent readiness — 14/100 · agent aware
Machine-Readable Contract
18 / 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
171
Samora AI Thin agent aware
Samora AI is a Y Combinator (W2026) company building multilingual voice agents that automate high-volume inbound and outbound calling for financial services,...
Composite
26.2
Agent
21.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 26.2/100 · thin
Contract Quality
6.4 / 25
Developer Ergonomics
11.8 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
2.5 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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
0 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
Emerging 68 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
172
CallMiner Emerging agent aware
CallMiner is a Waltham, Massachusetts conversation intelligence and contact-center analytics company whose Eureka platform captures and analyzes omnichannel ...
Composite
25.9
Agent
13.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
5.5 / 15
Agent readiness — 13/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 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
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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
173
Custom Chat API | MirrorFly Emerging agent aware
MirrorFly is a self-hosted CPaaS providing token-authenticated REST Chat Platform APIs (User and Admin) plus SDKs for in-app chat, HD video/voice calling, Vo...
Composite
25.9
Agent
7.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
9.5 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · Telecommunications
2.1 / 15
Agent readiness — 8/100 · 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
0 / 9
Stable Error Semantics documented
4.0 / 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
174
Sintra Emerging human only
Sintra is a no-code AI-employees platform that gives small businesses a team of role-based digital workers. It ships 12 specialized AI helpers — such as Sosh...
Composite
25.9
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.9 / 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
175
Ringly Emerging human only
Ringly (ringly.io) provides AI-powered phone support built specifically for Shopify e-commerce brands. Its AI voice agent, "Seth," answers customer service c...
Composite
25.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.3 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
176
Balto Emerging human only
Balto is a contact center AI platform that pairs live human agents with real-time AI to improve conversation quality, compliance, efficiency, and revenue. It...
Composite
25.3
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.3/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · AI & Biometrics
3.3 / 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
177
Gradient Labs Emerging agent aware
Gradient Labs builds "Otto", an AI customer support agent that autonomously handles complex, end-to-end support conversations for regulated and financial ser...
Composite
25.2
Agent
23.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 25.2/100 · emerging
Contract Quality
12.5 / 25
Developer Ergonomics
3.1 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.6 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract derived
2.5 / 10
Documented Reversibility documented
2.4 / 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
6 / 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
178
Remarkable AI Emerging human only
Remarkable AI is an AI-powered customer engagement platform for consumer and ecommerce brands, delivering 1:1 personalized messaging across email, SMS, and s...
Composite
24.8
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 24.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.7 / 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
179
Zoho Desk Emerging agent aware
Zoho Desk is a cloud-based customer support and help desk platform that helps businesses manage tickets, contacts, accounts, knowledge base articles, and com...
Composite
24.3
Agent
15.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 24.3/100 · emerging
Contract Quality
11.6 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.6 / 15
Agent readiness — 16/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 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
0 / 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
180
Lorikeet Emerging agent ready
Lorikeet (Lorikeet CX) is an AI customer support agent built for complex and regulated businesses across chat, email, and voice. Rather than a single chatbot...
Composite
24.0
Agent
42.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 24.0/100 · emerging
Contract Quality
11.5 / 25
Developer Ergonomics
5.0 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.6 / 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
12.0 / 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
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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
181
Chatwik Emerging human only
Modern omnichannel customer communication platform (operated by ZeroFlux Technologies) combining live chat, social media messaging, a multi-agent shared inbo...
Composite
23.9
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 23.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.3 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
2.7 / 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
182
Ultimate.ai Emerging agent aware
Ultimate.ai was a Helsinki- and Berlin-based customer support automation platform - virtual agents and chatbots with intent recognition and agent-assist - ba...
Composite
23.7
Agent
22.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 23.7/100 · emerging
Contract Quality
9.8 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
1.8 / 15
Agent readiness — 23/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
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
183
Fixify Emerging human only
Fixify is an AI-native IT help desk automation platform that resolves tier-1 IT support requests and workflows on behalf of internal IT teams and MSPs. It bu...
Composite
23.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 23.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
3.4 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
4.1 / 15
Agent readiness — 0/100 · 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
0 / 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
184
Shelf.io Emerging human only
Shelf.io is the first knowledge automation platform and next-generation AI agentic platform for knowledge management. The platform serves as a knowledge hub ...
Composite
23.2
Agent
3.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 23.2/100 · emerging
Contract Quality
2.7 / 25
Developer Ergonomics
9.0 / 20
0 / 0
Operational Transparency
1.7 / 13
0 / 0
Discoverability
7.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.3 / 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 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
185
imbee Emerging human only
imBee is an AI-powered business omnichannel messaging platform headquartered in Hong Kong that unifies customer conversations across WhatsApp, Instagram, Fac...
Composite
22.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 22.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
3.5 / 15
Agent readiness — 0/100 · 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
0 / 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
186
TechSee Emerging agent aware
TechSee is an Israeli-founded customer-experience software company that builds visual assistance and visual agentic AI for customer service, contact centers ...
Composite
22.4
Agent
19.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 22.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.2 / 10
Regulatory · Telecommunications
4.9 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 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 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
187
Mybots.pro Emerging agent aware
myBots (operated by Global AI Group, Inc.) builds enterprise AI sales and support agents for messaging channels — WhatsApp, Instagram, Telegram, LinkedIn and...
Composite
22.2
Agent
24.8
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 22.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
7.3 / 10
Regulatory · AI & Biometrics
4.0 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth served
9.0 / 10
Idempotency
0 / 9
Stable Error Semantics documented
4.0 / 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
6.0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
188
Keatext Emerging human only
Keatext is a Montreal-based AI text analytics platform that unifies customer feedback from surveys, online reviews, and support tickets into a single dashboa...
Composite
21.9
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 21.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.9 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.2 / 15
Agent readiness — 0/100 · 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
0 / 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
189
Thames Water Emerging human only
Thames Water is the UK’s largest water and wastewater company, serving 16 million customers across London and the Thames Valley. It provides water supply, wa...
Composite
21.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 21.6/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
6.7 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Energy & Utilities
1.7 / 15
Agent readiness — 0/100 · 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
0 / 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
190
Charles Co Emerging agent aware
Charles (charlesAI, hello-charles.com) is a Berlin-based conversational commerce and CRM platform that lets brands sell, market, and support customers over W...
Composite
20.4
Agent
14.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 20.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.7 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
7.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.4 / 15
Agent readiness — 15/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 12
Machine-Readable Auth bearer
3.5 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
0 / 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
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
191
Kaizo Emerging human only
Kaizo is an AI-powered quality assurance, coaching, and performance management platform for customer support teams working in Zendesk and Salesforce. Its Aut...
Composite
20.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 20.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
192
Giga Emerging human only
Giga (legal name Giga AI, Inc.; formerly Giga ML) is a San Francisco-based agentic AI company that builds human-like voice, chat, and multimodal AI agents fo...
Composite
20.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 20.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.9 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
4.4 / 15
Agent readiness — 0/100 · 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
0 / 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
193
Notable Emerging agent aware
Notable is an intelligent-automation company purpose-built for healthcare, applying AI agents to administrative and operational workflows across patient acce...
Composite
20.0
Agent
14.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 20.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
1.7 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · Health
3.3 / 15
Agent readiness — 15/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
5.0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
194
Carbyne Emerging human only
Carbyne is a cloud-native mission-critical contact center and emergency communications company whose platform — sold as Axon 911 Core and Carbyne APEX — powe...
Composite
19.8
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 19.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.6 / 10
Regulatory · Telecommunications
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 bearer
3.5 / 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
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
195
Mihup Emerging human only
Mihup is an enterprise Voice AI and speech analytics platform founded in 2016 and headquartered in Kolkata, India. Its full-stack voice AI (ASR, NLU, TTS, an...
Composite
19.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 19.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
3.5 / 15
Agent readiness — 0/100 · 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
0 / 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
196
Scaled Cognition Emerging human only
Scaled Cognition is a Mountain View, California AI model lab and enterprise platform company behind APT-1, the Agentic Pretrained Transformer — a frontier mo...
Composite
18.7
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 18.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · AI & Biometrics
2.6 / 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
197
Sainapse Emerging human only
Sainapse, built by Bayestree Intelligence, is a unified, explainable AI engine for customer support, outreach, and operations that is embedded directly in an...
Composite
18.3
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 18.3/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.2 / 15
Agent readiness — 0/100 · 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
0 / 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
198
unitQ Emerging human only
unitQ is an AI-powered customer feedback and product quality platform founded in 2018 and backed by Accel and Creandum. It unifies feedback from support tick...
Composite
18.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 18.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.6 / 15
Agent readiness — 0/100 · 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
0 / 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
199
Rezo Emerging human only
Rezo.ai is an enterprise customer-experience (CX) company building a unified, agentic-AI contact-center platform. Founded in 2018 in Noida, India by Dr. Rash...
Composite
18.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 18.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
3.7 / 15
Agent readiness — 0/100 · 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
0 / 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
200
Viewabo Emerging human only
Viewabo is an interactive visual product-support platform for modern customer experience, product, and field-service teams. A support agent sends a browser l...
Composite
17.9
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 17.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.9 / 15
Agent readiness — 0/100 · 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
0 / 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
201
LivePerson Emerging human only
LivePerson is a leading provider of conversational AI and digital customer engagement technology. Their platform enables enterprises to design, deploy, and m...
Composite
17.8
Agent
3.1
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 17.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
6.2 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
6.3 / 10
Regulatory · AI & Biometrics
2.5 / 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 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
202
Omnee Emerging human only
Omnee (Omnee AI) is a Techstars-backed startup providing an AI-powered customer care platform built for residential homebuilders. It pairs a per-home digital...
Composite
16.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 16.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
203
Pindrop Security Emerging human only
Pindrop is an Atlanta-based voice security and identity company founded in 2011 by Georgia Tech researchers. Its "Real Human + Right Human" platform detects ...
Composite
16.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 16.6/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
2.7 / 15
Agent readiness — 0/100 · 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
0 / 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
204
Sierra Emerging agent aware
Sierra is an enterprise conversational AI platform co-founded by Bret Taylor that builds and operates customer-facing AI agents across chat, SMS, WhatsApp, e...
Composite
16.5
Agent
9.3
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 16.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.3 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
6.0 / 10
Regulatory · AI & Biometrics
2.3 / 15
Agent readiness — 9/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
205
CallDesk Emerging human only
Calldesk (calldesk.ai) is a French-founded, EU-focused provider of AI voice agents that automate inbound and outbound customer-service phone calls for enterp...
Composite
16.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 16.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
3.5 / 15
Agent readiness — 0/100 · 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
0 / 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
206
Five9 Emerging human only
Five9 is a leading cloud contact center (CCaaS) platform providing inbound, outbound, blended, and omnichannel customer engagement with intelligent virtual a...
Composite
16.3
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 16.3/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 0/100 · 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
0 / 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
207
TOPdesk Emerging human only
TOPdesk is a Netherlands-based service management vendor offering an ITSM and Enterprise Service Management platform used by IT, facilities, HR, and customer...
Composite
16.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 16.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
6.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 0/100 · 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
0 / 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
208
Dialogus Emerging human only
Dialogus is a frontier AI voice lab building infrastructure for enterprise-grade voice agents that resolve, trace, and control every live conversation across...
Composite
15.9
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 15.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
3.5 / 15
Agent readiness — 0/100 · 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
0 / 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
209
Callab AI Emerging agent aware
Callab AI, built by Clusterlabs, is a cloud-based voice AI platform that connects directly to legacy on-premises PBX/SBC telephony (Cisco UCM, Mitel, FreeSWI...
Composite
15.6
Agent
22.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 15.6/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
7.2 / 10
Regulatory · AI & Biometrics
3.8 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server documented
4.8 / 12
Machine-Readable Auth served
9.0 / 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
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
210
Yampa Emerging agent aware
Yampa is a Paris-based B2B platform for deploying and operating fleets of autonomous AI agents that handle customer service end-to-end across voice, chat, em...
Composite
15.4
Agent
12.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 15.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.9 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
A2A Agent Card
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
211
Chatter Research Emerging human only
Chatter Research (now Chatter by Stingray) is a customer feedback and experience management platform built for modern retailers. It engages shoppers in AI-dr...
Composite
14.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.3 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.1 / 15
Agent readiness — 0/100 · 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
0 / 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
212
Eloquent AI Emerging human only
Eloquent AI builds autonomous AI operators for financial services and other regulated industries, automating complex customer operations end-to-end without r...
Composite
14.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.4 / 20
0 / 0
Operational Transparency
2.4 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
213
Afiniti Emerging human only
Afiniti is an enterprise contact center AI company whose patented behavioral pairing technology matches inbound customers with the agent most likely to produ...
Composite
14.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.0 / 15
Agent readiness — 0/100 · 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
0 / 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
214
AgentifAI Emerging agent aware
AgentifAI is a Portuguese enterprise conversational-AI company, headquartered in Braga, that builds AliceOS - a voice-first AI contact-center and autonomous ...
Composite
14.7
Agent
5.4
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Banking & Open Finance
2.9 / 15
Agent readiness — 5/100 · agent aware
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
4 / 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
215
Cleoai Emerging human only
Cleoai provides AI-powered customer support agents that automate ticket handling, email responses, and even code bug fixes. Their platform offers two main ag...
Composite
14.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.3 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
216
Kundo Emerging human only
Kundo provides a comprehensive AI‑enhanced customer service platform that combines ticketing, knowledge management, and self‑service tools into a single SaaS...
Composite
14.7
Agent
2.9
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
4.8 / 20
0 / 0
Operational Transparency
4.1 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.6 / 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
0 / 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
0 / 6
Protected Resource Metadata
0 / 5
Registration Without a Human
0 / 6
Agentic Commerce Well-Known Document
0 / 5
217
Whelp Emerging human only
Whelp is an omnichannel customer messaging and support platform that unifies Live Chat, WhatsApp, SMS, Email, Telegram, Facebook Messenger, Instagram, and Vi...
Composite
14.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.6/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
2.1 / 15
Agent readiness — 0/100 · 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
0 / 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
218
Nicereply Emerging human only
Nicereply is a customer satisfaction and NPS survey platform providing a REST API for managing surveys, accessing ratings and comments, tracking CSAT, CES, a...
Composite
14.0
Agent
0.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 14.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.4 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
6.6 / 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
219
Actium Health Emerging human only
ActiumHealth is the conversational AI platform for healthcare patient communication, operated as a division of Syllable Corporation. Its voice, SMS, chat and...
Composite
13.9
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Health
2.9 / 15
Agent readiness — 0/100 · 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
0 / 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
220
Back Emerging human only
Back is a Berlin-based employee experience and internal service platform that gives HR, IT, Finance, and Office teams one place to receive, automate, and res...
Composite
13.9
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Employment & Payroll
2.9 / 15
Agent readiness — 0/100 · 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
0 / 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
221
Prodigal Emerging human only
Prodigal is an AI company building purpose-built agents and intelligence for the loan-servicing and debt-collections industry. Its products include proAgent ...
Composite
13.9
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Health
2.1 / 15
Agent readiness — 0/100 · 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
0 / 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
222
Curogram Emerging agent aware
Curogram provides a HIPAA‑compliant, all‑in‑one communication platform for healthcare practices, offering secure two‑way texting, patient reminders, online f...
Composite
13.8
Agent
18.7
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
2.7 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Health
1.9 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 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
0 / 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
6.0 / 6
Protected Resource Metadata
5.0 / 5
Registration Without a Human
6 / 6
Agentic Commerce Well-Known Document
0 / 5
223
Nurix Emerging human only
Nurix AI is an enterprise agentic AI platform for sales and customer support, delivering AI voice and chat agents that qualify leads, resolve support issues,...
Composite
13.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
2.6 / 15
Agent readiness — 0/100 · 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
0 / 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
224
Decagon Emerging human only
Decagon is an enterprise AI customer service platform that builds and operates voice, chat, and email AI agents on top of natural-language Agent Operating Pr...
Composite
13.6
Agent
0.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.6/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.8 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · AI & Biometrics
1.6 / 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
225
Intermedia Emerging human only
Intermedia is a cloud communications company serving over 145,000 businesses with an AI-powered platform spanning voice, video conferencing, chat, SMS, conta...
Composite
13.1
Agent
0.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
5.2 / 20
0 / 0
Operational Transparency
1.4 / 13
0 / 0
Discoverability
6.3 / 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
226
Talk-A-Bot Emerging human only
Talk-A-Bot is a Budapest-based, Techstars-backed enterprise chatbot company building compliance-first conversational AI for regulated industries including ba...
Composite
13.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 13.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
2.6 / 15
Agent readiness — 0/100 · 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
0 / 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
227
Imperson Emerging agent aware
Imperson is an enterprise conversational-AI company and creative studio that builds turnkey, premium chatbots to automate the customer journey through natura...
Composite
12.5
Agent
7.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 12.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · AI & Biometrics
2.1 / 15
Agent readiness — 8/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server platform
3.0 / 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
4 / 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
228
Runbooks Emerging human only
Runbooks is an all-in-one IT operations platform purpose-built for IT teams and managed service providers (MSPs). It consolidates ITSM (service desk, ticketi...
Composite
12.5
Agent
0.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 12.5/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.9 / 20
0 / 0
Operational Transparency
1.0 / 13
0 / 0
Discoverability
5.7 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.6 / 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
229
GoSky AI Emerging human only
GoSky AI Inc. is a Taipei-based no-code conversational marketing and social CRM platform that helps creators, brands, and enterprises automate customer engag...
Composite
12.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 12.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.3 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
2.1 / 15
Agent readiness — 0/100 · 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
0 / 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
230
Hoop Emerging human only
Hoop is an AI retention agent for Shopify subscription brands, built by the founding team behind Trello and backed by Index Ventures. It plugs into a brand's...
Composite
12.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 12.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.1 / 15
Agent readiness — 0/100 · 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
0 / 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
231
Lara AI Emerging human only
Lara AI is an AI agent for People and HR teams, built by SIGMA PEOPLE S.R.L. in Argentina and sold across Latin America. Lara talks to every employee in the ...
Composite
12.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 12.1/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Employment & Payroll
2.0 / 15
Agent readiness — 0/100 · 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
0 / 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
232
Cignara Emerging human only
Cignara is an enterprise AI platform that replaces traditional customer support (FAQ bots and IVR menus) with governed voice and chat AI agents that serve, s...
Composite
12.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 12.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
2.3 / 15
Agent readiness — 0/100 · 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
0 / 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
233
Outverse Emerging human only
Outverse is an enterprise "service AI operating system" from Outverse Limited, a UK company backed by Seedcamp and Wing Venture Capital. Its platform lets su...
Composite
11.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.8/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
234
Item Emerging agent aware
Item is an AI-native customer relationship management (CRM) platform, part of Y Combinator's Fall 2025 batch. It replaces the traditional CRM with an AI Assi...
Composite
11.7
Agent
12.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.9 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
A2A Agent Card
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
235
Zoomin Emerging human only
Zoomin is a content and knowledge orchestration platform that unifies unstructured product content — documentation, in-product help, knowledge base and commu...
Composite
11.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.7/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.9 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.1 / 15
Agent readiness — 0/100 · 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
0 / 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
236
Serve First Emerging human only
Serve First is a UK-based AI-driven customer experience (CX) platform that unifies reviews, surveys, receipts, in-location feedback terminals, operational au...
Composite
11.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.7 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.8 / 15
Agent readiness — 0/100 · 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
0 / 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
237
swivl Emerging human only
swivl is an AI automation platform built specifically for the self-storage industry. It combines a unified CRM and contact center that consolidates calls, te...
Composite
11.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.4/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
238
Robylon AI Emerging agent aware
Enterprise AI customer-support platform spanning voice, WhatsApp, chat, email, social media and ticketing. The platform runs AI agents against a customer kno...
Composite
11.2
Agent
8.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
8.1 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.8 / 10
Regulatory · AI & Biometrics
0.0 / 15
Agent readiness — 9/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
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
239
Parloa Emerging human only
Parloa is an enterprise conversational AI platform for contact centers that automates voice and chat customer interactions across industries including financ...
Composite
11.0
Agent
0.6
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 11.0/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
2.4 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
6.4 / 10
Regulatory · AI & Biometrics
1.5 / 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
Minimal 50 0 – 10.9 Index entry only; little beyond a description and a link.
240
Lance Minimal human only
Lance (Lance AI, Inc.) is a Y Combinator Winter 2026 company building autonomous AI agents for hotel operations. Its platform handles guest interactions and ...
Composite
10.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 10.8/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
1.9 / 15
Agent readiness — 0/100 · 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
0 / 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
241
Mavenoid Minimal human only
Mavenoid is an AI agent platform for product support, helping hardware and consumer-electronics companies deflect and resolve customer issues through self-se...
Composite
10.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 10.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.5 / 15
Agent readiness — 0/100 · 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
0 / 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
242
All City Communications Minimal human only
All City Communications is a Wisconsin-based telephone answering and call center service provider offering 24/7 live answering for businesses across many ind...
Composite
10.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 10.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Telecommunications
0.5 / 15
Agent readiness — 0/100 · 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
0 / 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
243
i2x Minimal human only
i2x is a German real-time AI platform for contact centers, built by i2x GmbH in Mönchengladbach. It provides live agent assistance that surfaces contextual r...
Composite
10.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 10.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.8 / 15
Agent readiness — 0/100 · 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
0 / 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
244
Wonderful Minimal agent aware
Wonderful is an applied-AI company building an enterprise AI platform for critical, high-volume workflows. It combines an AI platform (run any model, any mod...
Composite
8.3
Agent
12.2
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 8.3/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
5.2 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
2.2 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
Documented Reversibility
0 / 6
MCP Server
12.0 / 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
A2A Agent Card
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
245
Miuros Minimal human only
Miuros is a performance platform for customer service that provides AI-powered analytics, quality assurance (Review & Insights), and agent-assist automation ...
Composite
8.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 8.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
2.1 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
246
Tiyaro Minimal human only
Tiyaro is an enterprise AI company whose product, DeepQuery, replicates complete business processes as AI agents that can be described in plain English. Rath...
Composite
7.9
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 7.9/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
2.9 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.1 / 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
247
Level AI Minimal human only
Level AI (legally Ujwal Inc.) is a Mountain View, California contact center AI company founded in 2019 by Ashish Nagar, a former member of Amazon's Alexa con...
Composite
7.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 7.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
1.5 / 15
Agent readiness — 0/100 · 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
0 / 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
248
Convergys Minimal human only
Convergys Corporation was a global leader in customer management services — contact center outsourcing, workforce management, customer analytics and digital ...
Composite
7.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 7.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.6 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
1.5 / 15
Agent readiness — 0/100 · 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
0 / 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
249
Fullcourt Minimal human only
Fullcourt is an ecommerce helpdesk built for direct-to-consumer (DTC) Shopify brands, consolidating email, Shopify, Facebook, Instagram, and TikTok into a si...
Composite
6.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.6/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
250
Espressive Minimal human only
Espressive is an enterprise conversational-AI company whose flagship product, Barista, is a GenAI-based virtual support agent that automates the resolution o...
Composite
6.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 6.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
1.4 / 15
Agent readiness — 0/100 · 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
0 / 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
251
Zudo Minimal human only
Zudo builds AI-powered agents purpose-built for the warranty industry, automating customer service and back-office operations for home warranty, auto warrant...
Composite
5.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 5.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Insurance
0.7 / 15
Agent readiness — 0/100 · 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
0 / 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
252
Cogito Minimal human only
Cogito Corp was a Boston-based real-time artificial-intelligence company that provided emotional-intelligence and conversation-guidance software for contact-...
Composite
5.0
Agent
0.0
Kin Score
How this is scored →scored 2026-09-24 · rubric v0.22.0
Composite quality — 5.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.0 / 10
Agent readiness — 0/100 · 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
0 / 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
253
Remedy Corporation Minimal human only
Remedy Corporation was an IT service management (ITSM) software company founded in 1991 by Lawrence Garlick, David Mahler, and Doug Mueller, and backed by Ac...
Composite
5.0
Agent
0.0
Kin Score
How this is scored →scored 2026-09-24 · rubric v0.22.0
Composite quality — 5.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.0 / 10
Agent readiness — 0/100 · 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
0 / 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
254
Poth Labs Minimal human only
Poth Labs is a Y Combinator (Summer 2026) startup building an AI-native customer research platform that positions itself as "the customer brain for your comp...
Composite
4.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 4.8/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
255
VonBox Minimal human only
VonBox operated as Vonjour (vonjour.com), a Santa Monica, CA cloud communications startup offering phone, text messaging, and contact center services for sma...
Composite
4.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 4.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.3 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
256
Awfar Market Minimal human only
Awfar is a Cairo- and Riyadh-based digital solutions company (founded 2013) offering an integrated customer engagement and commerce platform. It combines an ...
Composite
4.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 4.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
257
Echo AI (fka Pathlight) Minimal human only
Echo AI (formerly Pathlight) was an AI-driven customer conversation intelligence platform used by customer-experience and support teams to analyze support co...
Composite
4.1
Agent
2.5
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 4.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.7 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.8 / 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
258
Altitude Software Minimal human only
Altitude Software is a contact center and unified customer interaction (uCI) software company founded in 1993 and headquartered in Lisbon, Portugal. Its flag...
Composite
4.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 4.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.4 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
259
Kiwilogic Minimal human only
Kiwilogic.com AG was a German conversational-AI pioneer founded in 1999 in Hamburg, with a secondary office in London. It built the Lingubot platform, one of...
Composite
3.7
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · AI & Biometrics
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
260
Empirix Minimal human only
Empirix was a communications and contact-center test, assurance, and monitoring company backed by Matrix Partners. Its products spanned network and applicati...
Composite
3.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Telecommunications
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
261
EnjoyHQ Minimal human only
EnjoyHQ was a centralized user-research and customer-feedback repository — a single source of truth where product and UX teams stored, tagged, searched, and ...
Composite
3.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
262
Fuze Minimal human only
Fuze was a cloud unified-communications-as-a-service (UCaaS) provider offering enterprise cloud voice, video conferencing, team messaging, and contact-center...
Composite
3.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
263
Halp Minimal human only
Halp was a conversational ticketing and help-desk tool that let teams turn Slack and Microsoft Teams messages into trackable tickets, founded in Boulder, Col...
Composite
3.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
264
Loris Minimal human only
Loris was an AI-powered customer service and conversation intelligence platform that analyzed voice, chat, and email interactions to surface contact drivers,...
Composite
3.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
265
Surfboard Minimal human only
Surfboard (teamsurfboard.com) was a workforce management (WFM) SaaS for customer support teams — scheduling, forecasting, and real-time staffing for contact ...
Composite
3.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
266
Talk Labs Minimal human only
Talk Labs (TalkLabs) builds AI-powered voice simulations for corporate learning, turning training theory into practical, hands-on skills. Its platform provid...
Composite
3.4
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.4/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Education & Research
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
267
Trustid Minimal human only
TRUSTID was a Portland, Oregon telephone caller-authentication and call-center anti-fraud company led by CEO Patrick Cox, authenticating inbound callers pre-...
Composite
3.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
5.5 / 10
Regulatory · Telecommunications
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
268
Crescendo874d Minimal human only
Crescendo874d is a software company offering a full-stack customer service platform that combines advanced AI with a global service team. Founded in 2024 and...
Composite
3.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
269
Dot Product Minimal human only
Dot Product is a San Francisco AI startup founded in 2024 by Usman Masood (former CTO of Pipe and engineering manager at Stripe) and Maksim Stepanenko (previ...
Composite
3.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
270
Mindsay Minimal human only
Mindsay (formerly Destygo) was a Paris-based conversational AI platform that built chatbot and virtual-assistant automation for customer service and support ...
Composite
3.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 3.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
271
Blinker Minimal human only
Blinker provides a platform for auto warranty call centers to quote, fulfill, bill, and retain protection‑plan customers. It offers a connected workflow that...
Composite
2.8
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.8/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.5 / 10
Regulatory · Insurance
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
272
Vantus Minimal human only
Vantus is a stub surfaced from the Mayfield portfolio page whose permalink slug is "vantus" but whose actual company is Vantive Corporation, a historic Mayfi...
Composite
2.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.6/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
273
Webhelp Minimal human only
Webhelp is a French customer-experience and business-process-outsourcing (BPO) company founded in 2000 and headquartered in Paris, providing outsourced custo...
Composite
2.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.6/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
274
Yellow.ai Minimal human only
Yellow.ai is a company surfaced as a portfolio company of sapphire-ventures and added to the API Evangelist network as a stub for enrichment. Sector: ai. Thi...
Composite
2.6
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.6/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.5 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
275
Broadsoft Minimal human only
BroadSoft was a cloud unified-communications (UCaaS) and VoIP software provider whose BroadWorks and BroadCloud platforms powered hosted PBX, calling, messag...
Composite
2.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Telecommunications
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
276
Enghouse Minimal human only
Enghouse Systems Limited (TSX: ENGH) is a publicly traded Canadian enterprise software and services company headquartered in Markham, Ontario and founded in ...
Composite
2.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Telecommunications
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
277
Shoretel Minimal human only
ShoreTel was a Sunnyvale, California business communications company founded in 1996 that built IP-based unified communications (UC), VoIP phone systems, and...
Composite
2.5
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · Telecommunications
0.8 / 15
Agent readiness — 0/100 · 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
0 / 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
278
BryterCX Minimal human only
BryterCX was a customer journey intelligence company based in Greenwood Village, Colorado, formerly known as ClickFox. Its Journey Intelligence platform stit...
Composite
2.2
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.2/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.5 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
279
Reply.ai Minimal human only
Reply.ai was a conversational AI and customer-experience platform founded in 2016 in New York City, building software to automate repetitive customer-service...
Composite
2.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
280
Solvvy Minimal human only
Solvvy was a conversational-AI and customer-support automation platform that let companies deploy self-service virtual agents to understand end-customer ques...
Composite
2.1
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 2.1/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
4.8 / 10
Regulatory · AI & Biometrics
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
281
AnswerSoft Minimal human only
AnswerSoft, Inc. was a privately-held computer-telephony integration (CTI) software company based in Richardson, Texas. Its Concerto product line automated i...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
282
atSpoke Minimal human only
atSpoke was a modern workplace service desk / internal helpdesk SaaS (formerly askSpoke) that let teams triage and resolve employee support requests across H...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Employment & Payroll
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
283
CenterForce Technologies Minimal human only
CenterForce Technologies was a Bethesda, Maryland software company that built workforce-optimization, workforce-management, and performance-analytics softwar...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
284
Echopass Minimal human only
Echopass Corporation was a cloud-based (on-demand / hosted) contact center technology company, headquartered in the San Francisco Bay Area (San Ramon / Pleas...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Telecommunications
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
285
Get Satisfaction Minimal human only
Get Satisfaction was a customer-community and engagement SaaS platform that gave companies a hosted online community where customers, employees, and prospect...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.9 / 15
Agent readiness — 0/100 · 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
0 / 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
286
Parature Minimal human only
Parature was a cloud-based customer service and self-service knowledge base company founded around 2000 (originally as Cyracle) and headquartered in Herndon,...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
287
Tello Minimal human only
Tello (Tello Applications, Inc.) was a customer-feedback and customer-service ratings startup founded in 2010 in Palo Alto, California by Joe Beninato and ba...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
288
Utopia Technology Partners Minimal human only
Utopia Technology Partners, Inc. was a help desk software and IT support services company based in Larkspur, California, backed by Battery Ventures (listed a...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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
289
Witness Systems Minimal human only
Witness Systems, Inc. was a workforce optimization software company founded in 1988 and headquartered in Roswell, Georgia. It built quality monitoring, call ...
Composite
0.0
Agent
0.0
Kin Score
How this is scored →scored 2026-10-17 · rubric v0.24.0
Composite quality — 0.0/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
0.0 / 20
0 / 0
Operational Transparency
0.0 / 13
0 / 0
Discoverability
0.0 / 10
Regulatory · Horizontal (data, software, accessibility, platform)
0.0 / 15
Agent readiness — 0/100 · 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
0 / 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