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Universities

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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261 providers

Exemplar 1 66.5+ Reference-quality API operations across every facet.
1
University of Waterloo screenshot
University of Waterloo Exemplar agent aware

The University of Waterloo is a public research university in Waterloo, Ontario, Canada, known for cooperative education and for strength in mathematics, eng...

Composite
66.5
Agent
26.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 66.5/100 · exemplar
Contract Quality 14.2 / 25
Developer Ergonomics 11.4 / 20
0 / 0
Operational Transparency 9.2 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 12.8 / 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 documented 1.8 / 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
Strong 10 54.3 – 66.4 Solid contracts, transparent operations, and an easy start.
2
Delft University of Technology Strong agent aware

Delft University of Technology (TU Delft) is the oldest and largest public technical university in the Netherlands and a member of the 4TU.Federation. Its pr...

Composite
65.2
Agent
19.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 65.2/100 · strong
Contract Quality 16.0 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 6.5 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Education & Research 13.6 / 15
Agent readiness — 19/100 · 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 documented 1.8 / 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
3
University of Warwick screenshot
University of Warwick Strong agent aware

The University of Warwick is a public research university in Coventry, England, and a member of the Russell Group. Unusually for this cohort, Warwick genuine...

Composite
60.1
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 60.1/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 9.5 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 13.6 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
4
University of Michigan-Ann Arbor Strong agent ready

The University of Michigan-Ann Arbor is a public research university (QS World University Rankings 2025 #20-21, United States), a member of the Association o...

Composite
59.2
Agent
30.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 59.2/100 · strong
Contract Quality 16.6 / 25
Developer Ergonomics 9.5 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 30/100 · agent ready
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 documented 4.0 / 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 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
5
University of Twente screenshot
University of Twente Strong agent ready

The University of Twente (Universiteit Twente, UT), founded in 1961 in Enschede, Netherlands, is a public technical research university. Its programmable foo...

Composite
59.1
Agent
29.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 59.1/100 · strong
Contract Quality 14.8 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 13.6 / 15
Agent readiness — 29/100 · agent ready
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 8.0 / 8
Request/Response Examples documented 1.8 / 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 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
6
University of California, San Diego screenshot
University of California, San Diego Strong agent aware

University of California, San Diego is a public research university in La Jolla, California, and a campus of the University of California system. Its program...

Composite
56.9
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 56.9/100 · strong
Contract Quality 16.5 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.7 / 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 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
7
University of Macau screenshot
University of Macau Strong agent ready

The University of Macau (UM), founded in 1981, is the public comprehensive research university of the Macao Special Administrative Region, teaching mainly in...

Composite
56.3
Agent
30.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 56.3/100 · strong
Contract Quality 17.1 / 25
Developer Ergonomics 11.0 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 30/100 · agent ready
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 documented 4.0 / 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 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
8
TU Wien screenshot
TU Wien Strong agent aware

TU Wien (Vienna University of Technology) is Austria's largest science and technology university, founded in 1815, with more than 30,000 students across eigh...

Composite
56.2
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 56.2/100 · strong
Contract Quality 16.9 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 11.4 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth negotiable 7.5 / 10
Idempotency 9 / 9
Stable Error Semantics 0 / 8
Request/Response Examples documented 1.8 / 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 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
9
University of Wisconsin-Madison screenshot
University of Wisconsin-Madison Strong agent ready

The University of Wisconsin-Madison is a public land-grant research university in Madison, Wisconsin, and one of the very few institutions in this cohort tha...

Composite
56.0
Agent
31.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 56.0/100 · strong
Contract Quality 17.3 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.0 / 10
Regulatory · Education & Research 11.9 / 15
Agent readiness — 32/100 · agent ready
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 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
10
University of Cambridge screenshot
University of Cambridge Strong agent aware

The University of Cambridge (founded 1209) is a public collegiate research university and Russell Group member whose programmable footprint is unusually real...

Composite
55.2
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 55.2/100 · strong
Contract Quality 15.3 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 23/100 · 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 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 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
11
Australian National University screenshot
Australian National University Strong agent aware

The Australian National University (ANU) is a public research university in Canberra and a member of the Group of Eight, ranked #27 in the QS World Universit...

Composite
54.3
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 54.3/100 · strong
Contract Quality 11.8 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 5.5 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 11.9 / 15
Agent readiness — 27/100 · 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 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 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
Developing 100 39.3 – 54.2 Real signal across most facets with visible, nameable gaps.
12
Stanford University screenshot
Stanford University Developing agent aware

Stanford University is a private research university in Stanford, California. Unusually for a higher-education institution, essentially its entire programmab...

Composite
54.1
Agent
26.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 54.1/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 9.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.0 / 10
Regulatory · Education & Research 11.1 / 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 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
13
University of Helsinki screenshot
University of Helsinki Developing agent aware

The University of Helsinki is Finland's oldest and largest multidisciplinary research university, founded in 1640, and it is one of the very few institutions...

Composite
54.1
Agent
28.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 54.1/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 8.1 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 7.6 / 10
Regulatory · Education & Research 12.5 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 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 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
14
University of California, Santa Barbara screenshot
University of California, Santa Barbara Developing agent aware

University of California, Santa Barbara is a public land-grant research university in the University of California system and an Association of American Univ...

Composite
53.4
Agent
23.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 53.4/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 11.4 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 24/100 · 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 8.0 / 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
15
University of Minnesota screenshot
University of Minnesota Developing agent ready

The University of Minnesota is a public land-grant research university whose flagship campus is in the Twin Cities. Its programmable footprint is small, real...

Composite
53.4
Agent
28.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 53.4/100 · developing
Contract Quality 16.3 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 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 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
16
University of Warsaw screenshot
University of Warsaw Developing agent aware

The University of Warsaw (Uniwersytet Warszawski) is Poland's largest and highest-ranked university and a member of the 4EU+ European University Alliance. Un...

Composite
52.9
Agent
25.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 52.9/100 · developing
Contract Quality 17.6 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.1 / 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 bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 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 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
17
University of California, Los Angeles screenshot
University of California, Los Angeles Developing agent aware

The University of California, Los Angeles is a public land-grant research university in the University of California system, ranked 29th in the QS World Univ...

Composite
52.7
Agent
23.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 52.7/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 24/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth negotiable 7.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples documented 1.8 / 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
18
University of Gothenburg screenshot
University of Gothenburg Developing agent aware

The University of Gothenburg (Göteborgs universitet) is a public research university in Sweden, founded in 1891, with roughly 37,000 students and 6,000 emplo...

Composite
52.6
Agent
26.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 52.6/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.7 / 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 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
19
University of New South Wales screenshot
University of New South Wales Developing agent ready

The University of New South Wales (UNSW Sydney) is a public research university in Sydney, Australia, and a member of the Group of Eight. Like almost every i...

Composite
52.6
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 52.6/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 33/100 · agent ready
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 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 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
20
Uppsala University screenshot
Uppsala University Developing agent aware

Uppsala University (Uppsala universitet) is Sweden's oldest university, founded in 1477, and a public research university ranked #103 in the QS World Univers...

Composite
52.5
Agent
24.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 52.5/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 24/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
21
University of British Columbia screenshot
University of British Columbia Developing agent aware

The University of British Columbia is a public research university with campuses in Vancouver and Kelowna, British Columbia, and a member of Canada's U15 res...

Composite
52.3
Agent
26.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 52.3/100 · developing
Contract Quality 15.2 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 11.4 / 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 8.0 / 8
Request/Response Examples documented 1.8 / 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
22
Taylor's University screenshot
Taylor's University Developing agent aware

Taylor's University is a private research university in Subang Jaya, Selangor, Malaysia, ranked #251 in the QS World University Rankings 2025. It operates no...

Composite
51.4
Agent
27.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 51.4/100 · developing
Contract Quality 16.5 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 28/100 · 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 negotiable 7.5 / 10
Idempotency 9 / 9
Stable Error Semantics 0 / 8
Request/Response Examples documented 1.8 / 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 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
23
University of Texas at Austin Developing agent aware

The University of Texas at Austin is a flagship public research university in Austin, Texas, United States, and the largest institution in the University of ...

Composite
50.8
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 50.8/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 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 documented 1.8 / 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
24
Seoul National University screenshot
Seoul National University Developing agent aware

Seoul National University (SNU) is South Korea's flagship national research university, a national university corporation in Seoul ranked in the QS World top...

Composite
50.7
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 50.7/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 27/100 · 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 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 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
25
KU Leuven screenshot
KU Leuven Developing agent aware

KU Leuven (Katholieke Universiteit Leuven) is a Flemish public research university in Leuven, Belgium, founded in 1425 and ranked in the QS world top 50. Re-...

Composite
50.4
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 50.4/100 · developing
Contract Quality 11.7 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.0 / 10
Regulatory · Education & Research 11.4 / 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 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 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
26
University of Manchester screenshot
University of Manchester Developing agent ready

The University of Manchester is a public research university in Manchester, England, a founding member of the Russell Group and, on the QS World University R...

Composite
50.4
Agent
28.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 50.4/100 · developing
Contract Quality 17.8 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 29/100 · agent ready
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 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 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
27
University of Amsterdam screenshot
University of Amsterdam Developing agent ready

The University of Amsterdam (Universiteit van Amsterdam, UvA) is a public research university in Amsterdam, Netherlands, a LERU member and one of the two lar...

Composite
50.1
Agent
33.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 50.1/100 · developing
Contract Quality 16.1 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.6 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6.0 / 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 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
28
Hong Kong University of Science and Technology screenshot
Hong Kong University of Science and Technology Developing agent ready

The Hong Kong University of Science and Technology (HKUST) is a public research university in Clear Water Bay, Hong Kong SAR. Its programmable footprint is r...

Composite
49.9
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 49.9/100 · developing
Contract Quality 15.9 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 4.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 33/100 · agent ready
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 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 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
29
University of Lausanne screenshot
University of Lausanne Developing agent ready

The University of Lausanne (UNIL) is a public research university in Lausanne, Switzerland, founded in 1537, with roughly 17,000 students across seven facult...

Composite
49.7
Agent
29.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 49.7/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 29/100 · agent ready
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 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 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 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
30
University of Tokyo screenshot
University of Tokyo Developing agent ready

The University of Tokyo (東京大学, UTokyo) is Japan's oldest and largest national research university, founded in 1877, and ranks 28th in the QS World University...

Composite
49.6
Agent
30.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 49.6/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 6.4 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 30/100 · agent ready
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 documented 4.0 / 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 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
31
University of Campinas screenshot
University of Campinas Developing agent aware

The University of Campinas (Universidade Estadual de Campinas, Unicamp) is a public research university in Campinas, Sao Paulo, Brazil, and one of Latin Amer...

Composite
49.1
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 49.1/100 · developing
Contract Quality 14.9 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 27/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth negotiable 7.5 / 10
Idempotency 9 / 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 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
32
University of Hong Kong screenshot
University of Hong Kong Developing agent aware

The University of Hong Kong (HKU) is a public research university in Hong Kong SAR, founded in 1911 and ranked in the top 30 of the QS World University Ranki...

Composite
48.9
Agent
26.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.9/100 · developing
Contract Quality 6.3 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 4.8 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Education & Research 10.8 / 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 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
33
University of Lisbon screenshot
University of Lisbon Developing agent aware

The University of Lisbon (Universidade de Lisboa, ULisboa) is Portugal's largest public university — 18 schools plus the National Museum of Natural History a...

Composite
48.6
Agent
25.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.6/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.7 / 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 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 documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
34
RWTH Aachen University screenshot
RWTH Aachen University Developing agent aware

RWTH Aachen University (Rheinisch-Westfaelische Technische Hochschule Aachen) is Germany's largest technical university and a member of the TU9 alliance of l...

Composite
48.5
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.5/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.6 / 10
Regulatory · Education & Research 8.6 / 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
35
Yale University screenshot
Yale University Developing agent aware

Yale University is a private Ivy League research university in New Haven, Connecticut, United States, ranked #16 in the QS World University Rankings. Its pro...

Composite
48.4
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.4/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 8.1 / 15
Agent readiness — 23/100 · 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 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 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
36
ZotGPT (UC Irvine) screenshot
ZotGPT (UC Irvine) Developing agent ready

ZotGPT is the University of California, Irvine's institutionally-operated generative AI platform, built and run in-house by the UCI Office of Information Tec...

Composite
48.4
Agent
29.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.4/100 · developing
Contract Quality 4.4 / 25
Developer Ergonomics 13.2 / 20
0 / 0
Operational Transparency 7.2 / 13
0 / 0
Discoverability 7.6 / 10
Regulatory · Education & Research 7.2 / 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
37
McMaster University screenshot
McMaster University Developing agent aware

McMaster University is a public research university in Hamilton, Ontario, Canada. Its programmable footprint is small but genuinely its own, and it is larger...

Composite
48.2
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.2/100 · developing
Contract Quality 16.7 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 24/100 · 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 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 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
38
University of Illinois Urbana-Champaign screenshot
University of Illinois Urbana-Champaign Developing agent aware

The University of Illinois Urbana-Champaign (UIUC) is the public land-grant flagship of the University of Illinois System and a founding Big Ten institution....

Composite
48.1
Agent
24.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 48.1/100 · developing
Contract Quality 15.4 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 11.9 / 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 bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 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
39
University of Maryland College Park screenshot
University of Maryland College Park Developing agent ready

The University of Maryland, College Park (UMD) is the flagship public research university of the University System of Maryland and the state's original 1862 ...

Composite
47.9
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 47.9/100 · developing
Contract Quality 13.8 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 33/100 · agent ready
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 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 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
40
University of Western Australia screenshot
University of Western Australia Developing agent aware

The University of Western Australia (UWA) is a public research university in Perth, Western Australia, a member of the Group of Eight, and ranked in the top ...

Composite
47.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 47.9/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 27/100 · 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 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 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
41
Macquarie University screenshot
Macquarie University Developing agent aware

Macquarie University is a public research university in Sydney, Australia. Its programmable footprint is small, real, and almost entirely indirect: it operat...

Composite
47.7
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 47.7/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
42
Purdue University screenshot
Purdue University Developing agent aware

Purdue University is a public land-grant research university in West Lafayette, Indiana, United States, a member of the Association of American Universities ...

Composite
47.7
Agent
23.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 47.7/100 · developing
Contract Quality 10.5 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 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 0 / 9
Stable Error Semantics 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
43
Utrecht University screenshot
Utrecht University Developing agent aware

Utrecht University (Universiteit Utrecht) is a public research university in Utrecht, Netherlands, founded in 1636 and a member of the League of European Res...

Composite
47.4
Agent
21.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 47.4/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 4.8 / 13
0 / 0
Discoverability 4.4 / 10
Regulatory · Education & Research 8.6 / 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 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
44
University of California, Davis screenshot
University of California, Davis Developing agent aware

The University of California, Davis is a public land-grant research university in Davis, California and a member of the ten-campus University of California s...

Composite
47.3
Agent
19.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 47.3/100 · developing
Contract Quality 12.4 / 25
Developer Ergonomics 8.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.0 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 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
45
Harvard University screenshot
Harvard University Developing agent aware

Harvard University (Cambridge, Massachusetts; founded 1636; private, Ivy League) is one of the few institutions in this cohort with a genuinely institution-o...

Composite
46.9
Agent
23.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.9/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 10.3 / 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 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 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
46
Rice University screenshot
Rice University Developing agent aware

Rice University is a private research university in Houston, Texas. Its programmable footprint is small, and most of what appears to be Rice's is not: the Ri...

Composite
46.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.9/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
47
Erasmus University Rotterdam screenshot
Erasmus University Rotterdam Developing agent aware

Erasmus University Rotterdam (EUR) is a Dutch public research university founded in 1913, ranked #158 in the QS World University Rankings 2025, with ROR http...

Composite
46.8
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.8/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 27/100 · 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 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 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
48
Georgia Institute of Technology screenshot
Georgia Institute of Technology Developing agent aware

Georgia Institute of Technology (Georgia Tech) is a public technological research university in Atlanta, Georgia, United States. Its programmable footprint i...

Composite
46.8
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.8/100 · developing
Contract Quality 12.5 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.2 / 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 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
49
University of Groningen screenshot
University of Groningen Developing agent aware

The University of Groningen (Rijksuniversiteit Groningen, RUG/UG) is a public research university in Groningen, the Netherlands, founded in 1614. Measured ho...

Composite
46.7
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.7/100 · developing
Contract Quality 13.5 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 24/100 · 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 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 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
50
Wageningen University & Research screenshot
Wageningen University & Research Developing agent ready

Wageningen University & Research (WUR) is the Dutch public research university and research foundation for healthy food and the living environment, in Wageni...

Composite
46.7
Agent
28.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.7/100 · developing
Contract Quality 6.5 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 29/100 · agent ready
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 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 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
51
Gadjah Mada University screenshot
Gadjah Mada University Developing agent aware

Gadjah Mada University (Universitas Gadjah Mada, UGM) is a public research university in Yogyakarta, Indonesia, founded in 1949 and the country's oldest and ...

Composite
46.6
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.6/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 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 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
52
Lancaster University screenshot
Lancaster University Developing agent aware

Lancaster University is a collegiate public research university in Lancaster, United Kingdom, a member of the N8 Research Partnership and, at the time of wri...

Composite
46.2
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.2/100 · developing
Contract Quality 14.5 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 23/100 · 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 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 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
53
University of Auckland screenshot
University of Auckland Developing agent aware

Waipapa Taumata Rau | The University of Auckland is New Zealand's largest and highest-ranked university. Unlike most of this cohort it genuinely operates an ...

Composite
46.1
Agent
25.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.1/100 · developing
Contract Quality 15.6 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 5.8 / 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 8.0 / 8
Request/Response Examples documented 1.8 / 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
54
University of Chicago screenshot
University of Chicago Developing agent ready

The University of Chicago is a private research university in Chicago, Illinois, founded in 1890. It operates no central developer portal and publishes no in...

Composite
46.1
Agent
33.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 46.1/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 8.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 7.5 / 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 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 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
55
Indian Institute of Technology Bombay screenshot
Indian Institute of Technology Bombay Developing agent aware

The Indian Institute of Technology Bombay (IIT Bombay), founded in 1958 at Powai, Mumbai, is one of India's premier engineering and research institutions and...

Composite
45.8
Agent
19.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 45.8/100 · developing
Contract Quality 14.0 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 19/100 · 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 documented 1.8 / 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
56
Politecnico di Torino screenshot
Politecnico di Torino Developing agent ready

Politecnico di Torino (PoliTO) is Italy's oldest technical university, founded in Turin in 1859, with roughly 38,000 students across engineering, architectur...

Composite
45.7
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 45.7/100 · developing
Contract Quality 14.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 6.8 / 13
0 / 0
Discoverability 5.0 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 30/100 · 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 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
57
Peking University screenshot
Peking University Developing agent ready

Peking University (北京大学, PKU) is a public research university in Beijing and, with Tsinghua, one of the two apex institutions of the Chinese system. Like mos...

Composite
45.4
Agent
30.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 45.4/100 · developing
Contract Quality 16.0 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 30/100 · agent ready
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 documented 4.0 / 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 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
58
McGill University screenshot
McGill University Developing agent aware

McGill University is a public research university in Montreal, Quebec, Canada, and one of Canada's two U15 institutions in the global top 100. Its programmab...

Composite
45.1
Agent
18.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 45.1/100 · developing
Contract Quality 12.2 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 5.6 / 15
Agent readiness — 18/100 · 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 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
59
University of the Witwatersrand screenshot
University of the Witwatersrand Developing agent aware

The University of the Witwatersrand (Wits) is a public research university in Johannesburg, South Africa (ROR 03rp50x72). Wits operates no central developer ...

Composite
44.8
Agent
24.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 44.8/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 5.0 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 24/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
Columbia University screenshot
Columbia University Developing agent native

Columbia University is a private Ivy League research university in New York City, ranked seventeenth in the QS World University Rankings. Its programmable fo...

Composite
44.7
Agent
41.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 44.7/100 · developing
Contract Quality 17.3 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 42/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 9 / 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 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
61
ETH Zurich – Swiss Federal Institute of Technology screenshot
ETH Zurich – Swiss Federal Institute of Technology Developing agent ready

ETH Zurich (Eidgenössische Technische Hochschule Zürich) is Switzerland's federal institute of technology, founded in 1855 and part of the ETH Domain. Unlike...

Composite
44.7
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 44.7/100 · developing
Contract Quality 14.2 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.1 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 30/100 · 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 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
62
University of Ottawa screenshot
University of Ottawa Developing agent ready

The University of Ottawa (uOttawa / Universite d'Ottawa) is a public bilingual research university in Ottawa, Ontario, Canada, and the largest English-French...

Composite
44.4
Agent
30.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 44.4/100 · developing
Contract Quality 15.1 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.1 / 15
Agent readiness — 30/100 · agent ready
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 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 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
63
University of Freiburg screenshot
University of Freiburg Developing agent aware

The University of Freiburg (Albert-Ludwigs-Universität Freiburg) is a public research university in Baden-Württemberg, Germany, founded in 1457, a member of ...

Composite
44.0
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 44.0/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 4.8 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
64
University of Sheffield screenshot
University of Sheffield Developing agent aware

The University of Sheffield is a public research university in Sheffield, United Kingdom, and a member of the Russell Group. Its programmable footprint is sm...

Composite
44.0
Agent
26.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 44.0/100 · developing
Contract Quality 6.6 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.7 / 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 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
65
Dartmouth College screenshot
Dartmouth College Developing agent aware

Dartmouth College is a private Ivy League research university in Hanover, New Hampshire. Its programmable footprint is small, mostly gated, and largely opera...

Composite
43.9
Agent
23.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.9/100 · developing
Contract Quality 15.3 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 5.8 / 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 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
66
Université de Montréal screenshot
Université de Montréal Developing agent aware

Université de Montréal (UdeM) is Québec's largest French-language public research university and, with its two affiliated schools, the second-largest researc...

Composite
43.9
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.9/100 · developing
Contract Quality 7.7 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 24/100 · 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 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 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
67
Kyoto University screenshot
Kyoto University Developing agent aware

Kyoto University (京都大学) is a national research university in Kyoto, Japan, established in 1897 and ranked #36 in the QS World University Rankings. It operate...

Composite
43.8
Agent
24.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.8/100 · developing
Contract Quality 15.8 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 24/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
68
Shanghai Jiao Tong University screenshot
Shanghai Jiao Tong University Developing agent ready

Shanghai Jiao Tong University (上海交通大学, SJTU), founded 1896 in Shanghai, is a C9 League public research university and one of very few institutions anywhere t...

Composite
43.8
Agent
32.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.8/100 · developing
Contract Quality 7.6 / 25
Developer Ergonomics 9.5 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 33/100 · 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 served 9.0 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples documented 1.8 / 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
69
University of York screenshot
University of York Developing agent ready

The University of York is a public research university in York, United Kingdom, and a member of the Russell Group. It operates no central developer portal, n...

Composite
43.7
Agent
30.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.7/100 · developing
Contract Quality 15.7 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 15
Agent readiness — 30/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 10
Documented Reversibility 6 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 9 / 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 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
70
Pennsylvania State University screenshot
Pennsylvania State University Developing agent aware

Pennsylvania State University (Penn State) is a public, land-grant research university with its primary campus at University Park, PA, and is ranked #69 in t...

Composite
43.5
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.5/100 · developing
Contract Quality 7.3 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 12.2 / 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
71
University of Vienna screenshot
University of Vienna Developing agent aware

The University of Vienna (Universitat Wien), founded 1365, is Austria's largest university and a member of LERU. Its programmable footprint is unusual for a ...

Composite
43.5
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.5/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Education & Research 6.9 / 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
72
Emory University screenshot
Emory University Developing agent aware

Emory University is a private research university in Atlanta, Georgia, and a member of the Association of American Universities. Its programmable footprint i...

Composite
43.3
Agent
24.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.3/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 5.5 / 13
0 / 0
Discoverability 5.4 / 10
Regulatory · Education & Research 4.7 / 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 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
73
Nanyang Technological University screenshot
Nanyang Technological University Developing agent aware

Nanyang Technological University (NTU Singapore) is an autonomous public research university in Singapore, ranked in the top 15 of the QS World University Ra...

Composite
43.3
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.3/100 · developing
Contract Quality 14.4 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.1 / 15
Agent readiness — 23/100 · 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 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 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
74
Technical University of Berlin screenshot
Technical University of Berlin Developing agent aware

Technische Universität Berlin (TU Berlin) is a public technical research university in Berlin, Germany, and a member of the Berlin University Alliance and th...

Composite
43.2
Agent
7.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.2/100 · developing
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 6.5 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 11.9 / 15
Agent readiness — 7/100 · 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 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 3 / 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
Charles University screenshot
Charles University Developing agent aware

Charles University (Univerzita Karlova), founded in 1348 in Prague, is the largest and oldest university in Czechia. Unusually for a university, a substantia...

Composite
43.1
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.1/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 7.5 / 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 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
76
Washington University in St. Louis screenshot
Washington University in St. Louis Developing agent aware

Washington University in St. Louis (WashU) is a private research university in St. Louis, Missouri, now presenting itself on washu.edu with the historic wust...

Composite
43.1
Agent
18.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.1/100 · developing
Contract Quality 12.7 / 25
Developer Ergonomics 10.5 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 18/100 · 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 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
77
Karlsruhe Institute of Technology screenshot
Karlsruhe Institute of Technology Developing agent aware

Karlsruhe Institute of Technology (KIT) is a public research university and national research center of the Helmholtz Association in Karlsruhe, Germany, and ...

Composite
43.0
Agent
18.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 43.0/100 · developing
Contract Quality 9.8 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 18/100 · 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 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
78
Politecnico di Milano screenshot
Politecnico di Milano Developing agent aware

Politecnico di Milano is Italy's largest technical university — engineering, architecture and design — and a public research institution in Milan, ROR 01nffq...

Composite
42.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.9/100 · developing
Contract Quality 7.4 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 27/100 · 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 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 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
79
Texas A&M University screenshot
Texas A&M University Developing agent aware

Texas A&M University is a public land-grant research university in College Station, Texas, the flagship of the Texas A&M University System, and ranked #154 i...

Composite
42.7
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.7/100 · developing
Contract Quality 13.6 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
80
University of Bonn screenshot
University of Bonn Developing agent aware

The University of Bonn (Rheinische Friedrich-Wilhelms-Universitaet Bonn), founded in 1818, is a public research university in North Rhine-Westphalia, Germany...

Composite
42.7
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.7/100 · developing
Contract Quality 3.3 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 8.0 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 23/100 · 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 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 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
81
EPFL screenshot
EPFL Developing agent aware

EPFL (École polytechnique fédérale de Lausanne) is a Swiss federal institute of technology in Lausanne and one of the two federal technical universities in t...

Composite
42.6
Agent
21.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.6/100 · developing
Contract Quality 6.9 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.6 / 10
Regulatory · Education & Research 11.4 / 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 documented 1.8 / 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
82
Ghent University screenshot
Ghent University Developing agent aware

Ghent University (Universiteit Gent, UGent) is a public research university in Ghent, Belgium, founded in 1817 and ranked around #169 in the QS World Univers...

Composite
42.6
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.6/100 · developing
Contract Quality 14.8 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 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 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
83
University College Dublin screenshot
University College Dublin Developing agent aware

University College Dublin is Ireland's largest university, a public research institution in Belfield, Dublin. It operates no API programme: there is no devel...

Composite
42.5
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.5/100 · developing
Contract Quality 13.2 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
84
Carnegie Mellon University screenshot
Carnegie Mellon University Developing agent ready

Carnegie Mellon University is a private research university in Pittsburgh, Pennsylvania, ranked 49th in the QS World University Rankings. It operates no cent...

Composite
42.4
Agent
32.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.4/100 · developing
Contract Quality 7.1 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 32/100 · agent ready
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 documented 4.0 / 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 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
85
National Yang Ming Chiao Tung University screenshot
National Yang Ming Chiao Tung University Developing agent aware

National Yang Ming Chiao Tung University (NYCU) is a public research university in Hsinchu and Taipei, Taiwan, formed in 2021 from the merger of National Yan...

Composite
42.4
Agent
25.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.4/100 · developing
Contract Quality 6.0 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 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 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 documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
86
University of Edinburgh screenshot
University of Edinburgh Developing agent aware

The University of Edinburgh is a public research university in Scotland, founded in 1582, a member of the Russell Group and ranked #19 in the QS World Univer...

Composite
42.4
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.4/100 · developing
Contract Quality 10.2 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.7 / 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 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
87
Hamad Bin Khalifa University screenshot
Hamad Bin Khalifa University Developing agent ready

Hamad Bin Khalifa University (HBKU) is a research-intensive graduate university founded in 2010 within Qatar Foundation, in Education City, Doha, Qatar. Its ...

Composite
42.3
Agent
30.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.3/100 · developing
Contract Quality 12.5 / 25
Developer Ergonomics 8.1 / 20
0 / 0
Operational Transparency 2.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 31/100 · 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 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
88
Aalto University screenshot
Aalto University Developing agent ready

Aalto University is a multidisciplinary public research university in Espoo, Finland, formed in 2010 from the merger of the Helsinki University of Technology...

Composite
42.2
Agent
30.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.2/100 · developing
Contract Quality 13.7 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.6 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 30/100 · agent ready
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 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 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
89
Princeton University screenshot
Princeton University Developing agent ready

Princeton University is a private Ivy League research university in Princeton, New Jersey. Its programmable footprint is real but almost entirely the work of...

Composite
42.1
Agent
30.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.1/100 · developing
Contract Quality 13.0 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 4.4 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 30/100 · agent ready
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 documented 4.0 / 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 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
90
Université libre de Bruxelles screenshot
Université libre de Bruxelles Developing agent aware

Université libre de Bruxelles (ULB) is a French-speaking research university in Brussels, Belgium, founded in 1834 and funded through the Fédération Wallonie...

Composite
42.0
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 42.0/100 · developing
Contract Quality 7.0 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
91
Indian Institute of Technology Kharagpur screenshot
Indian Institute of Technology Kharagpur Developing agent aware

Indian Institute of Technology Kharagpur (IIT KGP) is an Institute of National Importance in West Bengal, India — the first of the IITs, founded 1951, and ra...

Composite
41.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.9/100 · developing
Contract Quality 16.8 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 27/100 · 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 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 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
92
Lund University screenshot
Lund University Developing agent ready

Lund University is a public research university in Lund, Sweden, founded in 1666, with roughly 46,000 students across nine faculties and the MAX IV and ESS r...

Composite
41.9
Agent
28.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.9/100 · developing
Contract Quality 6.7 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 29/100 · agent ready
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 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 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
King Saud University screenshot
King Saud University Developing agent aware

King Saud University (جامعة الملك سعود, KSU) is Saudi Arabia's oldest public research university, founded in Riyadh in 1957. Contrary to the 2026-06-03 revie...

Composite
41.8
Agent
21.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.8/100 · developing
Contract Quality 6.7 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 11.9 / 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 documented 1.8 / 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
94
Chalmers University of Technology screenshot
Chalmers University of Technology Developing agent aware

Chalmers University of Technology (Chalmers tekniska hogskola) is a private technical university in Gothenburg, Sweden, run by the Chalmers Foundation and ra...

Composite
41.5
Agent
19.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.5/100 · developing
Contract Quality 15.5 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.3 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 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
95
Cardiff University screenshot
Cardiff University Developing agent aware

Cardiff University is a public research university in Cardiff, Wales, and a member of the Russell Group. Unusually for a UK institution it operates its own A...

Composite
41.4
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.4/100 · developing
Contract Quality 12.7 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 23/100 · 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 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 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
96
University of California, San Francisco Developing agent ready

The University of California, San Francisco (UCSF) is a public health-sciences university and the only UC campus dedicated exclusively to graduate and health...

Composite
41.4
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.4/100 · developing
Contract Quality 7.3 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 33/100 · agent ready
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 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 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
97
University of Oxford screenshot
University of Oxford Developing agent aware

The University of Oxford is a collegiate public research university in Oxford, United Kingdom, and a Russell Group member. It operates no central developer p...

Composite
41.4
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 41.4/100 · developing
Contract Quality 7.3 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 27/100 · 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 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 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
98
University of Göttingen screenshot
University of Göttingen Developing agent aware

The University of Göttingen (Georg-August-Universität Göttingen) is a public research university in Lower Saxony, Germany, founded 1737, a German U15 member ...

Composite
40.8
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 40.8/100 · developing
Contract Quality 13.3 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
99
University of Southampton screenshot
University of Southampton Developing agent aware

The University of Southampton is a public research university in Southampton, United Kingdom, a founding member of the Russell Group and one of the few insti...

Composite
40.8
Agent
20.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 40.8/100 · developing
Contract Quality 5.1 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 21/100 · 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 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 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
100
University of Cape Town screenshot
University of Cape Town Developing agent aware

The University of Cape Town (UCT) is South Africa's oldest and highest-ranked public research university and the top-ranked institution on the African contin...

Composite
40.6
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 40.6/100 · developing
Contract Quality 14.7 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 5.3 / 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 0 / 10
Idempotency 9 / 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 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 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
101
Tsinghua University screenshot
Tsinghua University Developing agent aware

Tsinghua University (清华大学) is a public national research university in Beijing, China, a member of the C9 League and the Double First-Class construction prog...

Composite
40.3
Agent
24.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 40.3/100 · developing
Contract Quality 16.4 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 24/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
102
University of Pennsylvania screenshot
University of Pennsylvania Developing agent aware

The University of Pennsylvania (Penn) is a private Ivy League research university in Philadelphia. Penn operates no central developer portal and publishes no...

Composite
40.1
Agent
17.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 40.1/100 · developing
Contract Quality 13.6 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.3 / 15
Agent readiness — 17/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 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
103
Michigan State University screenshot
Michigan State University Developing agent aware

Michigan State University is a public land-grant research university in East Lansing, Michigan, and a founding member of the Big Ten and the AAU. It runs no ...

Composite
39.9
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.9/100 · developing
Contract Quality 12.7 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.6 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 23/100 · 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 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 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
104
University of Florida screenshot
University of Florida Developing agent aware

The University of Florida (UF) is a public land-grant research university in Gainesville, Florida, United States, and a member of the Association of American...

Composite
39.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.9/100 · developing
Contract Quality 11.4 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 27/100 · 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 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 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
105
University of Washington screenshot
University of Washington Developing agent aware

The University of Washington (UW) is a public research university in Seattle, Washington, United States, and one of the few higher-education institutions in ...

Composite
39.9
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.9/100 · developing
Contract Quality 5.3 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 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
106
University of Pittsburgh screenshot
University of Pittsburgh Developing agent aware

The University of Pittsburgh is a public research university in Pittsburgh, Pennsylvania, ranked #271 in the QS World University Rankings 2025. It operates n...

Composite
39.8
Agent
25.6
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.8/100 · developing
Contract Quality 6.9 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 26/100 · 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 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 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
107
Al-Farabi Kazakh National University screenshot
Al-Farabi Kazakh National University Developing agent aware

Al-Farabi Kazakh National University (KazNU) is Kazakhstan's leading public research university, founded in 1934 in Almaty and ranked in the QS World Univers...

Composite
39.7
Agent
21.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.7/100 · developing
Contract Quality 13.4 / 25
Developer Ergonomics 4.5 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 4.4 / 10
Regulatory · Education & Research 5.8 / 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 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
108
King Fahd University of Petroleum & Minerals screenshot
King Fahd University of Petroleum & Minerals Developing agent aware

King Fahd University of Petroleum & Minerals (KFUPM) is a public research university in Dhahran, Saudi Arabia. Its programmable footprint is small, and most ...

Composite
39.6
Agent
24.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.6/100 · developing
Contract Quality 14.3 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 24/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
109
Massey University screenshot
Massey University Developing agent ready

Massey University (Te Kunenga ki Pūrehuroa) is a public research university in New Zealand with campuses in Palmerston North (Manawatū), Wellington and Alban...

Composite
39.6
Agent
33.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.6/100 · developing
Contract Quality 6.5 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 33/100 · agent ready
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 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 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
110
University of Melbourne screenshot
University of Melbourne Developing agent aware

The University of Melbourne is Australia's leading research university, a Group of Eight member founded in 1853 and ranked in the world top 25. Its programma...

Composite
39.6
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.6/100 · developing
Contract Quality 7.9 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 10.3 / 15
Agent readiness — 27/100 · 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 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 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
111
University of Tübingen screenshot
University of Tübingen Developing human only

The University of Tübingen (Eberhard Karls Universität Tübingen), founded in 1477, is one of Germany's oldest public research universities and a member of th...

Composite
39.3
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.3/100 · developing
Contract Quality 4.5 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.2 / 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
Thin 112 26.2 – 39.2 Limited machine-readable signal beyond documentation a human can read.
112
Universiti Kebangsaan Malaysia screenshot
Universiti Kebangsaan Malaysia Thin agent aware

Universiti Kebangsaan Malaysia (UKM), The National University of Malaysia, is a public research university in Bangi, Selangor, established 1970, ROR https://...

Composite
39.2
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 39.2/100 · thin
Contract Quality 15.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 27/100 · 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 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 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
113
University of Liverpool screenshot
University of Liverpool Thin human only

The University of Liverpool is a public research university in Liverpool, United Kingdom, a founding member of the Russell Group and of the civic "red brick"...

Composite
38.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 38.8/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 11.9 / 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
114
Tokyo Institute of Technology screenshot
Tokyo Institute of Technology Thin agent aware

Tokyo Institute of Technology (Tokyo Tech / Titech) was Japan's leading national institute of technology and ranked #76 in the QS World University Rankings 2...

Composite
38.7
Agent
25.6
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 38.7/100 · thin
Contract Quality 5.6 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 26/100 · 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 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 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
115
University of Los Andes Colombia screenshot
University of Los Andes Colombia Thin agent aware

Universidad de los Andes (Uniandes) is a private research university in Bogota, Colombia, founded in 1948 and ranked #179 in the QS World University Rankings...

Composite
38.7
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 38.7/100 · thin
Contract Quality 14.5 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
116
University of Bristol screenshot
University of Bristol Thin agent aware

The University of Bristol is a public research university in Bristol, United Kingdom, and a member of the Russell Group. Its programmable footprint is small,...

Composite
38.3
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 38.3/100 · thin
Contract Quality 4.4 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
117
Tongji University screenshot
Tongji University Thin agent aware

Tongji University (同济大学) is a public research university in Shanghai, China, in the national Double First-Class programme and ranked around #192 in the QS Wo...

Composite
38.1
Agent
28.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 38.1/100 · thin
Contract Quality 8.3 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 4.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 28/100 · 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 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 documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
118
University of Reading screenshot
University of Reading Thin agent aware

The University of Reading is a public research university in Reading, England, founded in 1926 and ranked #172 in the QS World University Rankings 2025. Its ...

Composite
38.1
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 38.1/100 · thin
Contract Quality 5.0 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 10.8 / 15
Agent readiness — 27/100 · 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 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 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
119
Indian Institute of Science Bangalore screenshot
Indian Institute of Science Bangalore Thin agent aware

The Indian Institute of Science (IISc) Bangalore, founded 1909, is India's premier research-intensive institution — a deemed university, an Institute of Emin...

Composite
37.9
Agent
20.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 37.9/100 · thin
Contract Quality 14.1 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 5.3 / 15
Agent readiness — 20/100 · 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 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 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
120
Maastricht University screenshot
Maastricht University Thin agent aware

Maastricht University (UM) is a public research university in Maastricht, Netherlands, founded in 1976 and known internationally for its Problem-Based Learni...

Composite
37.9
Agent
20.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 37.9/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 11.4 / 15
Agent readiness — 21/100 · 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 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 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
121
University of Science and Technology of China screenshot
University of Science and Technology of China Thin agent aware

The University of Science and Technology of China (USTC, 中国科学技术大学) is a public research university in Hefei, Anhui, founded in 1958 under the Chinese Academy...

Composite
37.6
Agent
25.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 37.6/100 · thin
Contract Quality 7.7 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 7.5 / 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 documented 4.0 / 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
122
Imperial College London screenshot
Imperial College London Thin agent aware

Imperial College London is a UK public research university and Russell Group member specialising in science, engineering, medicine and business. Re-profiled ...

Composite
37.3
Agent
20.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 37.3/100 · thin
Contract Quality 13.7 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.7 / 10
Regulatory · Education & Research 4.2 / 15
Agent readiness — 20/100 · 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 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 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
123
Friedrich-Alexander-Universität Erlangen-Nürnberg screenshot
Friedrich-Alexander-Universität Erlangen-Nürnberg Thin human only

Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) is a public research university in Erlangen and Nuremberg, Bavaria, Germany, founded in 1743 and one ...

Composite
37.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 37.1/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 8.6 / 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
124
King's College London screenshot
King's College London Thin human only

King's College London is a UK public research university and Russell Group member, founded in 1829, ranked #40 in the QS World University Rankings. Re-profil...

Composite
36.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.8/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 9.0 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 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
125
Sungkyunkwan University screenshot
Sungkyunkwan University Thin agent aware

Sungkyunkwan University (SKKU) is a private research university in Seoul and Suwon, South Korea, founded in 1398 and operated since 1996 under the Samsung Fo...

Composite
36.8
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.8/100 · thin
Contract Quality 5.1 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
126
TU Dresden screenshot
TU Dresden Thin human only

Technische Universität Dresden (TUD) is a German public technical university in Dresden, Saxony, a member of TU9 and one of the institutions funded under the...

Composite
36.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.8/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.6 / 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
127
Nagoya University screenshot
Nagoya University Thin human only

Nagoya University (名古屋大学) is a national research university in Nagoya, Aichi, Japan, founded 1871, a member of Japan's Designated National University group a...

Composite
36.7
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.7/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.1 / 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
128
National Tsing Hua University screenshot
National Tsing Hua University Thin agent aware

National Tsing Hua University (NTHU) is a national public research university in Hsinchu, Taiwan, founded in Beijing in 1911 and re-established in Taiwan in ...

Composite
36.7
Agent
24.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.7/100 · thin
Contract Quality 5.5 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 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
129
University of Geneva screenshot
University of Geneva Thin agent aware

The University of Geneva (Université de Genève, UNIGE) is a public research university in Geneva, Switzerland, founded in 1559 and ranked #93 in the QS World...

Composite
36.6
Agent
28.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.6/100 · thin
Contract Quality 10.7 / 25
Developer Ergonomics 7.9 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 29/100 · 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 8.0 / 8
Request/Response Examples documented 1.8 / 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
130
Kyushu University screenshot
Kyushu University Thin agent aware

Kyushu University (九州大学) is a Japanese national research university in Fukuoka, one of the seven former Imperial Universities and a Designated National Unive...

Composite
36.4
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.4/100 · thin
Contract Quality 5.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
131
Johns Hopkins University screenshot
Johns Hopkins University Thin agent aware

Johns Hopkins University is a private research university in Baltimore, Maryland, founded in 1876 and ranked #21 in the QS World University Rankings 2026. It...

Composite
36.3
Agent
22.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.3/100 · thin
Contract Quality 15.4 / 25
Developer Ergonomics 8.1 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 23/100 · 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 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 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
132
Victoria University of Wellington screenshot
Victoria University of Wellington Thin agent aware

Te Herenga Waka—Victoria University of Wellington is a public research university in Wellington, Aotearoa New Zealand, and it operates almost no programmable...

Composite
36.1
Agent
20.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.1/100 · thin
Contract Quality 6.7 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.1 / 15
Agent readiness — 21/100 · 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 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 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
133
Technical University of Munich screenshot
Technical University of Munich Thin agent aware

The Technical University of Munich (TUM) is a public technical research university in Munich, Germany, and one of Germany's eleven Universities of Excellence...

Composite
36.0
Agent
19.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 36.0/100 · thin
Contract Quality 4.7 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 20/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples partial 3.5 / 7
Rate-Limit Signaling documented 3.5 / 7
Typed Event Surface 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
University of California, Berkeley screenshot
University of California, Berkeley Thin human only

The University of California, Berkeley is a public land-grant research university and the founding campus of the University of California system. Berkeley is...

Composite
35.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.9/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 8.6 / 20
0 / 0
Operational Transparency 4.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 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
135
Keio University screenshot
Keio University Thin agent ready

Keio University (慶應義塾大学) is a private research university in Tokyo, Japan, founded by Fukuzawa Yukichi in 1858 and the oldest institution of modern higher ed...

Composite
35.8
Agent
28.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.8/100 · thin
Contract Quality 7.3 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 29/100 · agent ready
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 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 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
136
United Arab Emirates University screenshot
United Arab Emirates University Thin human only

United Arab Emirates University (UAEU) is the UAE's national public research university, founded 1976 in Al Ain, Abu Dhabi. Its machine-readable footprint is...

Composite
35.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.8/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 6.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 9.7 / 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
137
Cornell University screenshot
Cornell University Thin agent ready

Cornell University is a private Ivy League and statutory land-grant research university in Ithaca, New York. It operates no central developer portal, no API ...

Composite
35.7
Agent
32.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.7/100 · thin
Contract Quality 6.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 33/100 · agent ready
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 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 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
Vanderbilt University screenshot
Vanderbilt University Thin agent aware

Vanderbilt University is a private research university in Nashville, Tennessee. Its programmable footprint is real but narrow, and it does not live where a c...

Composite
35.7
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.7/100 · thin
Contract Quality 6.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 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 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
139
Curtin University screenshot
Curtin University Thin agent aware

Curtin University is a public research university in Perth, Western Australia, and the largest university in the state. Its programmable footprint is small, ...

Composite
35.5
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.5/100 · thin
Contract Quality 6.5 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
140
University of Waikato screenshot
University of Waikato Thin agent ready

The University of Waikato (Te Whare Wananga o Waikato) is a public research university in Hamilton and Tauranga, Aotearoa New Zealand, founded in 1964. It ru...

Composite
35.5
Agent
31.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.5/100 · thin
Contract Quality 6.8 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.7 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 31/100 · agent ready
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 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 documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
141
University of Calgary screenshot
University of Calgary Thin agent ready

The University of Calgary is a public research university in Calgary, Alberta and a member of the U15 group of Canadian research universities. It operates no...

Composite
35.4
Agent
32.4
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.4/100 · thin
Contract Quality 5.2 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 32/100 · agent ready
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 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
142
Queensland University of Technology Thin agent ready

Queensland University of Technology (QUT) is a public research university in Brisbane, Australia, serving around 50,000 students with an applied emphasis in ...

Composite
35.3
Agent
37.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.3/100 · thin
Contract Quality 9.3 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 37/100 · 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 7.0 / 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 documented 3.0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
143
Hebrew University of Jerusalem screenshot
Hebrew University of Jerusalem Thin agent aware

The Hebrew University of Jerusalem (HUJI, האוניברסיטה העברית בירושלים) is Israel's leading research university, founded in 1918 and operating campuses in Jer...

Composite
35.1
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.1/100 · thin
Contract Quality 6.7 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 7.5 / 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 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
144
London School of Economics and Political Science screenshot
London School of Economics and Political Science Thin agent aware

The London School of Economics and Political Science (LSE) is a public research university in London, United Kingdom, a member of the Russell Group and the U...

Composite
35.1
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.1/100 · thin
Contract Quality 7.1 / 25
Developer Ergonomics 4.5 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 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 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
145
Zhejiang University screenshot
Zhejiang University Thin agent aware

Zhejiang University (浙江大学, ZJU) is a comprehensive public research university in Hangzhou, Zhejiang Province, China — a C9 League and Double First-Class inst...

Composite
35.1
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 35.1/100 · thin
Contract Quality 7.2 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 9.2 / 15
Agent readiness — 27/100 · 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 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 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
146
Khalifa University screenshot
Khalifa University Thin agent aware

Khalifa University of Science and Technology is a research-intensive public university in Abu Dhabi, United Arab Emirates (ROR 05hffr360), formed from the 20...

Composite
34.8
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.8/100 · thin
Contract Quality 5.5 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
147
University of Antwerp screenshot
University of Antwerp Thin agent aware

The University of Antwerp (Universiteit Antwerpen) is a public research university in Antwerp, Belgium. Unusually for this cohort it is a producer as well as...

Composite
34.8
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.8/100 · thin
Contract Quality 6.0 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
148
University of Queensland screenshot
University of Queensland Thin agent aware

The University of Queensland (UQ) is a public research university in Brisbane, Australia, a member of the Group of Eight and of Universitas 21. Like nearly e...

Composite
34.8
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.8/100 · thin
Contract Quality 5.0 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 24/100 · 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 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 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
149
Universität Hamburg screenshot
Universität Hamburg Thin agent aware

Universität Hamburg is a public research university in Hamburg, Germany, and one of the largest in the country. It operates no central developer portal, publ...

Composite
34.8
Agent
25.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.8/100 · thin
Contract Quality 5.9 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 25/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
150
Pohang University of Science and Technology screenshot
Pohang University of Science and Technology Thin agent aware

Pohang University of Science and Technology (POSTECH) is a private research university in Pohang, North Gyeongsang, South Korea, founded in 1986 by the steel...

Composite
34.6
Agent
25.6
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.6/100 · thin
Contract Quality 5.6 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 26/100 · 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 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 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
151
Universiti Sains Malaysia screenshot
Universiti Sains Malaysia Thin agent aware

Universiti Sains Malaysia (USM) is a public research university founded in 1969 in Penang, Malaysia, holding APEX (Accelerated Programme for Excellence) stat...

Composite
34.5
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.5/100 · thin
Contract Quality 6.9 / 25
Developer Ergonomics 7.6 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 27/100 · 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 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 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
152
University of Toronto screenshot
University of Toronto Thin agent aware

The University of Toronto is Canada's largest public research university, operating three campuses (St. George, Mississauga, Scarborough) and ranked in the Q...

Composite
34.5
Agent
23.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.5/100 · thin
Contract Quality 6.0 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.7 / 10
Regulatory · Education & Research 8.6 / 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 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
153
University of Basel screenshot
University of Basel Thin agent aware

The University of Basel (Universität Basel) is the oldest university in Switzerland, founded in 1460, and a canton-funded public research university. It oper...

Composite
34.4
Agent
5.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.4/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 7.5 / 20
0 / 0
Operational Transparency 1.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 6/100 · 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 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
154
Boston University screenshot
Boston University Thin agent aware

Boston University is a private research university in Boston, Massachusetts, chartered in 1869, serving roughly 37,000 students across three campuses. Like m...

Composite
34.3
Agent
25.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.3/100 · thin
Contract Quality 7.0 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 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 8.0 / 8
Request/Response Examples documented 1.8 / 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
155
Brown University screenshot
Brown University Thin agent aware

Brown University is a private Ivy League research university in Providence, Rhode Island. Its genuinely institution-operated programmable footprint is narrow...

Composite
34.0
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.0/100 · thin
Contract Quality 6.9 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 1.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
156
Tohoku University screenshot
Tohoku University Thin agent aware

Tohoku University is a Japanese national research university in Sendai, founded in 1907, one of the seven former Imperial Universities and a Designated Natio...

Composite
34.0
Agent
19.2
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.0/100 · thin
Contract Quality 12.9 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 19/100 · 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 documented 1.8 / 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
157
University of Leeds Thin agent aware

The University of Leeds is a public research university in Leeds, United Kingdom, a member of the Russell Group, with more than 34,000 students and over 7,00...

Composite
34.0
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 34.0/100 · thin
Contract Quality 6.5 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.7 / 15
Agent readiness — 24/100 · 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 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 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
158
Hong Kong Baptist University screenshot
Hong Kong Baptist University Thin human only

Hong Kong Baptist University (HKBU) is a publicly funded, UGC-supported research university in Hong Kong SAR. Re-profiled on 2026-08-30 under the API Evangel...

Composite
33.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 33.9/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.2 / 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
159
Leiden University screenshot
Leiden University Thin human only

Leiden University (Universiteit Leiden), founded 1575, is the oldest university in the Netherlands and a founding member of LERU. It operates a federation of...

Composite
33.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 33.9/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 8.6 / 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
160
Western University screenshot
Western University Thin agent aware

Western University is a public research university in London, Ontario, Canada, ranked #120 in the QS World University Rankings order used by this cohort. Lik...

Composite
33.3
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 33.3/100 · thin
Contract Quality 5.1 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 8.1 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
École des Ponts ParisTech screenshot
École des Ponts ParisTech Thin agent aware

École des Ponts ParisTech (École nationale des ponts et chaussées, ENPC) is a public French grande école of engineering founded in 1747, based in Champs-sur-...

Composite
33.2
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 33.2/100 · thin
Contract Quality 5.1 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
162
University of Nottingham screenshot
University of Nottingham Thin human only

The University of Nottingham is a public research university in Nottingham, United Kingdom — a founding Russell Group member with campuses in the UK, Malaysi...

Composite
33.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 33.0/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 7.5 / 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
Technical University of Darmstadt screenshot
Technical University of Darmstadt Thin human only

The Technical University of Darmstadt (Technische Universitaet Darmstadt, TU Darmstadt) is a public technical research university in Darmstadt, Hesse, German...

Composite
32.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.9/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
164
Nanjing University screenshot
Nanjing University Thin human only

Nanjing University (NJU, 南京大学), founded in 1902 in Nanjing, Jiangsu, is one of China's oldest research universities and a member of the C9 League. It publish...

Composite
32.6
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.6/100 · thin
Contract Quality 4.3 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.7 / 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
165
University of Birmingham screenshot
University of Birmingham Thin agent aware

The University of Birmingham is a public research university in Birmingham, United Kingdom, a founding member of the Russell Group and of the Universitas 21 ...

Composite
32.6
Agent
27.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.6/100 · thin
Contract Quality 6.6 / 25
Developer Ergonomics 6.4 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 28/100 · 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 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 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
166
Heriot-Watt University screenshot
Heriot-Watt University Thin human only

Heriot-Watt University is a public research university based in Edinburgh, Scotland, with further campuses in the Scottish Borders, Orkney, Dubai and Malaysi...

Composite
32.5
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.5/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 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
167
Sapienza University of Rome screenshot
Sapienza University of Rome Thin human only

Sapienza University of Rome (Sapienza Università di Roma) is Italy's largest university, a public research institution founded in 1303 and ranked #132 in the...

Composite
32.5
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.5/100 · thin
Contract Quality 4.3 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 8.1 / 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
168
University of Exeter screenshot
University of Exeter Thin human only

The University of Exeter is a public research university in Devon, United Kingdom, and a member of the Russell Group, with campuses at Streatham and St Luke'...

Composite
32.5
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.5/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 8.2 / 10
Regulatory · Education & Research 9.2 / 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
169
Autonomous University of Barcelona screenshot
Autonomous University of Barcelona Thin agent aware

The Universitat Autònoma de Barcelona (UAB) is a public research university in Bellaterra, Catalonia, founded in 1968. Unusually for this cohort, its program...

Composite
32.4
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.4/100 · thin
Contract Quality 5.7 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 27/100 · 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 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 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
170
UCLouvain screenshot
UCLouvain Thin agent aware

UCLouvain (Universite catholique de Louvain) is Belgium's largest French-speaking university -- a private institution subsidised by public authorities, Catho...

Composite
32.4
Agent
24.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.4/100 · thin
Contract Quality 11.4 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 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 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
171
Waseda University screenshot
Waseda University Thin agent aware

Waseda University is a large private research university in Shinjuku, Tokyo, founded in 1882 and one of Japan's two best-known private institutions. It opera...

Composite
32.4
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.4/100 · thin
Contract Quality 5.1 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
172
California Institute of Technology screenshot
California Institute of Technology Thin agent aware

The California Institute of Technology (Caltech) is a private research university in Pasadena, California, and one of the rare institutions in this cohort wh...

Composite
32.1
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.1/100 · thin
Contract Quality 6.7 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 24/100 · 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 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 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
173
Chulalongkorn University screenshot
Chulalongkorn University Thin agent aware

Chulalongkorn University is Thailand's oldest public research university, founded in 1917 in Bangkok. Its programmable footprint is small, real, and almost e...

Composite
32.1
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.1/100 · thin
Contract Quality 10.5 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 4.7 / 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 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
174
Trinity College Dublin screenshot
Trinity College Dublin Thin human only

Trinity College Dublin, the University of Dublin, founded in 1592, is Ireland's oldest university and a legal deposit library for Ireland and the United King...

Composite
32.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.1/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
175
University of Glasgow screenshot
University of Glasgow Thin agent aware

The University of Glasgow is a public research university in Glasgow, Scotland, founded in 1451 and a member of the Russell Group. Its programmable footprint...

Composite
32.1
Agent
20.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 32.1/100 · thin
Contract Quality 5.1 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 21/100 · 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 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 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
176
Arizona State University screenshot
Arizona State University Thin human only

Arizona State University (ASU) is a large public research university based in Tempe, Arizona, United States, and one of the largest by enrolment in the count...

Composite
31.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.8/100 · thin
Contract Quality 4.3 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 7.5 / 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
177
University of St Andrews screenshot
University of St Andrews Thin human only

The University of St Andrews is Scotland's first university, chartered in 1413 with teaching from 1410, and a public research institution in Fife with ROR id...

Composite
31.5
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.5/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.2 / 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
178
Hanyang University screenshot
Hanyang University Thin agent aware

Hanyang University is a private research university in Seoul and Ansan (ERICA), South Korea, ROR https://ror.org/046865y68. Unusually for this cohort it oper...

Composite
31.4
Agent
22.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.4/100 · thin
Contract Quality 5.5 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 22/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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 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
179
Tecnológico de Monterrey screenshot
Tecnológico de Monterrey Thin human only

Tecnológico de Monterrey (ITESM) is a private Mexican multi-campus university system headquartered in Monterrey, Nuevo León, ranked #185 in the QS World Univ...

Composite
31.4
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.4/100 · thin
Contract Quality 6.2 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 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
180
National University of Singapore screenshot
National University of Singapore Thin agent ready

The National University of Singapore is Singapore's flagship public research university, ranked eighth in the QS World University Rankings 2025, and it is a ...

Composite
31.3
Agent
29.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.3/100 · thin
Contract Quality 6.3 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 29/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth bearer 3.5 / 10
Idempotency 0 / 9
Stable Error Semantics 8.0 / 8
Request/Response Examples documented 1.8 / 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
181
University of Adelaide screenshot
University of Adelaide Thin agent aware

The University of Adelaide is a public research university in Adelaide, South Australia, founded in 1874 and a member of the Group of Eight. Since January 20...

Composite
31.2
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.2/100 · thin
Contract Quality 2.7 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
University of Sussex screenshot
University of Sussex Thin human only

The University of Sussex is a research-intensive public university at Falmer near Brighton in the United Kingdom, a member of the Russell Group's peer set of...

Composite
31.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 31.1/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 8.6 / 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
183
University of Wollongong screenshot
University of Wollongong Thin human only

The University of Wollongong (UOW) is a public research university in Wollongong, New South Wales, Australia, established in 1951 (ROR 00jtmb277, GRID grid.1...

Composite
30.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.9/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.2 / 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
184
University of Sydney screenshot
University of Sydney Thin human only

The University of Sydney is Australia's first university, founded in 1850, a Group of Eight member and ranked in the QS world top 40. Its programmable footpr...

Composite
30.7
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.7/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.6 / 10
Regulatory · Education & Research 6.9 / 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
185
National University of Colombia Thin agent aware

The National University of Colombia (Universidad Nacional de Colombia, UNAL) is the country's largest public research university, ranked #219 in the QS World...

Composite
30.6
Agent
20.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.6/100 · thin
Contract Quality 12.9 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 3.1 / 15
Agent readiness — 20/100 · 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 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 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
186
University of Bern screenshot
University of Bern Thin human only

The University of Bern (Universität Bern), founded in 1834, is a comprehensive public research university in the Swiss capital with around 16,000 students ac...

Composite
30.5
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.5/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 8.1 / 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
187
Fudan University screenshot
Fudan University Thin agent aware

Fudan University is a public research university in Shanghai, China, and a member of the national C9 League and Double First-Class programme. Its programmabl...

Composite
30.4
Agent
20.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.4/100 · thin
Contract Quality 7.1 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 9.2 / 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 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
188
Bandung Institute of Technology screenshot
Bandung Institute of Technology Thin human only

Institut Teknologi Bandung (ITB) is a public technical university in Bandung, Indonesia, and one of the country's oldest and most selective engineering and s...

Composite
30.3
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.3/100 · thin
Contract Quality 4.3 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
189
University of Rochester screenshot
University of Rochester Thin agent aware

The University of Rochester is a private research university in Rochester, New York, and an AAU member, ranked #236 in the QS World University Rankings 2025....

Composite
30.2
Agent
17.9
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.2/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 5.3 / 15
Agent readiness — 18/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 0 / 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 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 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
190
University of Zurich screenshot
University of Zurich Thin human only

The University of Zurich (UZH) is Switzerland's largest university, founded in 1833, with roughly 28,000 students across seven faculties. UZH operates no cen...

Composite
30.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.1/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
191
Vrije Universiteit Amsterdam screenshot
Vrije Universiteit Amsterdam Thin human only

Vrije Universiteit Amsterdam (VU Amsterdam) is a public research university in the Netherlands, founded in 1880 and ranked #221 in the QS World University Ra...

Composite
30.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 30.1/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
192
Norwegian University of Science and Technology screenshot
Norwegian University of Science and Technology Thin human only

The Norwegian University of Science and Technology (NTNU) is Norway's largest university, headquartered in Trondheim with campuses in Gjovik and Alesund. NTN...

Composite
29.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.9/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 8.5 / 10
Regulatory · Education & Research 8.6 / 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
193
Sorbonne University screenshot
Sorbonne University Thin human only

Sorbonne University (Sorbonne Universite) is a public research university in Paris, France, formed in 2018 from the merger of Paris-Sorbonne and Pierre et Ma...

Composite
29.8
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.8/100 · thin
Contract Quality 4.5 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 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
194
Complutense University of Madrid screenshot
Complutense University of Madrid Thin human only

Universidad Complutense de Madrid (UCM) is Spain's largest public research university, founded 1499 and ranked #164 in the QS World University Rankings 2025....

Composite
29.6
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.6/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.5 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.4 / 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
195
University of Padua screenshot
University of Padua Thin human only

The University of Padua (Università degli Studi di Padova) is a public research university in Padua, Italy, founded in 1222. It operates no central developer...

Composite
29.6
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.6/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
196
Aarhus University screenshot
Aarhus University Thin human only

Aarhus University (Aarhus Universitet) is a public research university in Aarhus, Denmark, founded in 1928, with roughly 38,000 students across five facultie...

Composite
29.5
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.5/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.6 / 10
Regulatory · Education & Research 7.2 / 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
197
Case Western Reserve University screenshot
Case Western Reserve University Thin human only

Case Western Reserve University (CWRU) is a private research university in Cleveland, Ohio, founded 1826 and a member of the Association of American Universi...

Composite
29.4
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.4/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 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
198
Humboldt-Universität zu Berlin screenshot
Humboldt-Universität zu Berlin Thin agent aware

Humboldt-Universität zu Berlin (HU Berlin) is a public research university in Berlin, Germany, founded in 1810 and ranked #126 in the QS World University Ran...

Composite
29.4
Agent
25.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.4/100 · thin
Contract Quality 4.8 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 8.6 / 15
Agent readiness — 26/100 · 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 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 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
199
Qatar University screenshot
Qatar University Thin agent ready

Qatar University is the national public research university of the State of Qatar, in Doha, founded 1973 and registered as https://ror.org/00yhnba62. Its ins...

Composite
29.3
Agent
28.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.3/100 · thin
Contract Quality 6.5 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 7.5 / 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 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
200
University of Alberta Thin human only

The University of Alberta is a public research university in Edmonton, Alberta, Canada, and a member of the U15 Group of Canadian Research Universities. It o...

Composite
29.3
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.3/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 9.2 / 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
201
University of Copenhagen screenshot
University of Copenhagen Thin agent aware

The University of Copenhagen (Københavns Universitet, UCPH), founded in 1479, is Denmark's oldest and largest university and one of the leading research inst...

Composite
29.3
Agent
25.6
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.3/100 · thin
Contract Quality 5.6 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 6.9 / 15
Agent readiness — 26/100 · 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 documented 4.0 / 8
Request/Response Examples documented 1.8 / 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 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
202
Apollo Education Group screenshot
Apollo Education Group Thin agent aware

Apollo Education Group is a private education provider that operates the University of Phoenix and other institutions offering associate's, bachelor's, maste...

Composite
29.2
Agent
17.6
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.2/100 · thin
Contract Quality 0.0 / 25
Developer Ergonomics 3.8 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 8.7 / 10
Regulatory · Education & Research 9.7 / 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
203
Universitat Pompeu Fabra screenshot
Universitat Pompeu Fabra Thin human only

Universitat Pompeu Fabra (UPF) is a public research university in Barcelona, Catalonia, Spain, founded in 1990 and ranked #266 in the QS World University Ran...

Composite
29.2
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.2/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
204
University of Otago screenshot
University of Otago Thin agent aware

The University of Otago — Te Whare Wānanga o Ōtākou — is New Zealand's oldest university, founded in 1869 in Dunedin and registered as https://ror.org/01jmxt...

Composite
29.2
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 29.2/100 · thin
Contract Quality 5.1 / 25
Developer Ergonomics 7.1 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
205
Ohio State University screenshot
Ohio State University Thin agent aware

The Ohio State University is a large public land-grant research university in Columbus, Ohio, United States. It operates no central developer portal and publ...

Composite
28.9
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.9/100 · thin
Contract Quality 5.5 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 5.8 / 15
Agent readiness — 24/100 · 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 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 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
206
Queen Mary University of London Thin human only

Queen Mary University of London (QMUL) is a public research university in London and a member of the Russell Group. It runs no developer portal, publishes no...

Composite
28.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.8/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 5.8 / 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
207
École Normale Supérieure de Lyon screenshot
École Normale Supérieure de Lyon Thin human only

École Normale Supérieure de Lyon (ENS de Lyon) is a French public grande école and research university, one of the four Écoles normales supérieures, ranked #...

Composite
28.6
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.6/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 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
208
Universiti Teknologi Malaysia screenshot
Universiti Teknologi Malaysia Thin human only

Universiti Teknologi Malaysia (UTM) is a public research university in Johor Bahru and Kuala Lumpur, Malaysia, one of the five institutions designated a Rese...

Composite
28.4
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.4/100 · thin
Contract Quality 4.3 / 25
Developer Ergonomics 6.0 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 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
209
Indian Institute of Technology Madras screenshot
Indian Institute of Technology Madras Thin human only

Indian Institute of Technology Madras is a public institute of technology in Chennai, India, founded in 1959 and consistently ranked first in India's NIRF en...

Composite
28.3
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.3/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 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
210
University of North Carolina at Chapel Hill screenshot
University of North Carolina at Chapel Hill Thin human only

The University of North Carolina at Chapel Hill is a public research university in Chapel Hill, North Carolina, a member of the Association of American Unive...

Composite
28.2
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.2/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 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
211
American University of Beirut screenshot
American University of Beirut Thin human only

The American University of Beirut is a private, non-profit research university in Beirut, Lebanon, chartered in New York State and founded in 1866. AUB publi...

Composite
28.0
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.0/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.8 / 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
212
Indian Institute of Technology Kanpur screenshot
Indian Institute of Technology Kanpur Thin agent ready

The Indian Institute of Technology Kanpur (IIT Kanpur), founded in 1959 in Kanpur, Uttar Pradesh, is an Institute of National Importance and one of India's p...

Composite
28.0
Agent
29.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.0/100 · thin
Contract Quality 6.3 / 25
Developer Ergonomics 2.6 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.9 / 10
Regulatory · Education & Research 3.1 / 15
Agent readiness — 30/100 · 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 0 / 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
213
Queen's University at Kingston screenshot
Queen's University at Kingston Thin human only

Queen's University at Kingston is a public research university in Kingston, Ontario, Canada — a member of the U15 group of Canadian research universities, se...

Composite
28.0
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 28.0/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 8.2 / 10
Regulatory · Education & Research 5.8 / 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
214
Tel Aviv University screenshot
Tel Aviv University Thin human only

Tel Aviv University (TAU / אוניברסיטת תל אביב) is Israel's largest university, a public research institution in Tel Aviv with roughly 30,000 students across ...

Composite
27.8
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 27.8/100 · thin
Contract Quality 2.9 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.4 / 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
215
Loughborough University screenshot
Loughborough University Thin human only

Loughborough University is a public research university in Leicestershire, United Kingdom, a member of the Midlands Innovation group, established 1909 and be...

Composite
27.5
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 27.5/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 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
216
Newcastle University screenshot
Newcastle University Thin agent ready

Newcastle University is a public research university in Newcastle upon Tyne, United Kingdom, and a member of the Russell Group. Its programmable footprint is...

Composite
27.5
Agent
32.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 27.5/100 · thin
Contract Quality 7.7 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 7.5 / 15
Agent readiness — 33/100 · agent ready
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 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 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
217
Wuhan University screenshot
Wuhan University Thin human only

Wuhan University (武汉大学, WHU), founded in 1893 in Wuhan, Hubei, is a comprehensive public research university under China's Ministry of Education, a Double Fi...

Composite
27.5
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 27.5/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 7.5 / 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
218
University of Aberdeen screenshot
University of Aberdeen Thin human only

The University of Aberdeen is a public research university in Aberdeen, Scotland, founded in 1495 and one of the four ancient universities of Scotland. Its p...

Composite
27.3
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 27.3/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 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
219
University of Bologna screenshot
University of Bologna Thin human only

The University of Bologna (Alma Mater Studiorum - Università di Bologna) is the oldest university in the Western world, founded in 1088, and Italy's largest ...

Composite
27.0
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 27.0/100 · thin
Contract Quality 3.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.8 / 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
220
Universiti Putra Malaysia screenshot
Universiti Putra Malaysia Thin agent aware

Universiti Putra Malaysia (UPM) is a Malaysian public research university in Serdang, Selangor, founded as an agricultural college in 1931 and known as Unive...

Composite
26.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.9/100 · thin
Contract Quality 7.0 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 27/100 · 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 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 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
221
Indian Institute of Technology Delhi screenshot
Indian Institute of Technology Delhi Thin agent aware

Indian Institute of Technology Delhi (IIT Delhi) is a public technical and research university in Hauz Khas, New Delhi — an Institute of National Importance ...

Composite
26.8
Agent
23.8
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.8/100 · thin
Contract Quality 7.2 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 24/100 · 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 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 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
222
UCL screenshot
UCL Thin human only

University College London (UCL) is a public research university in London, United Kingdom, and a member of the Russell Group. UCL is the clearest illustratio...

Composite
26.6
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.6/100 · thin
Contract Quality 1.1 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 5.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.2 / 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
223
King Abdulaziz University screenshot
King Abdulaziz University Thin agent aware

King Abdulaziz University (KAU) is a large public research university in Jeddah, Saudi Arabia, serving over 100,000 students across 30 faculties and institut...

Composite
26.4
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.4/100 · thin
Contract Quality 6.7 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 27/100 · 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 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 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
Emerging 29 11 – 26.1 More than an index entry but still mostly links rather than artifacts.
224
Griffith University screenshot
Griffith University Emerging human only

Griffith University is a public research university in South East Queensland, Australia, a member of the Innovative Research Universities (IRU) network and r...

Composite
26.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.1/100 · emerging
Contract Quality 4.5 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.7 / 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
225
UCSI University screenshot
UCSI University Emerging human only

UCSI University is a private, multi-campus university in Kuala Lumpur, Terengganu and Sarawak, Malaysia, established in 1986 and ranked #265 in the QS World ...

Composite
26.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.1/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.7 / 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
226
Universiti Teknologi PETRONAS screenshot
Universiti Teknologi PETRONAS Emerging agent aware

Universiti Teknologi PETRONAS (UTP) is a private research university in Seri Iskandar, Perak, Malaysia, established in 1997 and wholly owned by the national ...

Composite
26.1
Agent
27.1
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 26.1/100 · emerging
Contract Quality 6.4 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 27/100 · 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 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 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 0 / 6
Protected Resource Metadata 0 / 5
Registration Without a Human 0 / 6
Agentic Commerce Well-Known Document 0 / 5
227
Autonomous University of Madrid screenshot
Autonomous University of Madrid Emerging agent aware

The Autonomous University of Madrid (Universidad Autónoma de Madrid, UAM) is a public research university in Madrid, Spain, founded in 1968 and ranked #198 i...

Composite
25.9
Agent
6.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 25.9/100 · emerging
Contract Quality 5.1 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 6/100 · 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 0 / 8
Request/Response Examples documented 1.8 / 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
228
Eindhoven University of Technology screenshot
Eindhoven University of Technology Emerging human only

Eindhoven University of Technology (TU/e) is a public technical university in Eindhoven, the Netherlands, and one of the four institutions of the 4TU federat...

Composite
25.7
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 25.7/100 · emerging
Contract Quality 0.5 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
229
University of Indonesia Emerging human only

University of Indonesia (Universitas Indonesia, UI) is a public research university in Depok and Salemba, Jakarta, the highest-ranked university in Indonesia...

Composite
25.5
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 25.5/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.9 / 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
230
University of Southern California screenshot
University of Southern California Emerging human only

The University of Southern California is a private research university in Los Angeles, ranked #59 in the QS World University Rankings 2025. USC operates no c...

Composite
25.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 25.0/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 4.8 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 6.4 / 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
231
University of Navarra screenshot
University of Navarra Emerging agent aware

The University of Navarra (Universidad de Navarra) is a private research university founded in 1952, headquartered in Pamplona, Spain, with campuses in San S...

Composite
24.9
Agent
26.7
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 24.9/100 · emerging
Contract Quality 5.6 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 4.7 / 15
Agent readiness — 27/100 · 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 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 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
232
University of Bath screenshot
University of Bath Emerging human only

The University of Bath is a public research university in Bath, United Kingdom, and a member of the Russell Group. It operates no public developer program: a...

Composite
24.6
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 24.6/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 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
233
University of Barcelona Emerging human only

The University of Barcelona (Universitat de Barcelona, UB) is a public research university founded in 1450 in Barcelona, Catalonia, Spain, ranked #165 in the...

Composite
24.4
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 24.4/100 · emerging
Contract Quality 4.5 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.7 / 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
234
University of Canterbury screenshot
University of Canterbury Emerging human only

University of Canterbury (Te Whare Wananga o Waitaha) is a public research university in Christchurch, Aotearoa New Zealand. It operates no public developer ...

Composite
24.1
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 24.1/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 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
235
University of Chile screenshot
University of Chile Emerging human only

The University of Chile (Universidad de Chile, UChile) is the country's oldest public university, founded in 1842 in Santiago, and Chile's largest research i...

Composite
24.1
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 24.1/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.3 / 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
236
Stockholm University screenshot
Stockholm University Emerging human only

Stockholm University (Stockholms universitet) is a public research university in Sweden and one of the country's largest, with roughly 33,000 students across...

Composite
24.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 24.0/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 2.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 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
237
Harbin Institute of Technology screenshot
Harbin Institute of Technology Emerging human only

Harbin Institute of Technology (HIT, 哈尔滨工业大学) is a public technical research university in Harbin, Heilongjiang, China, founded in 1920, administered by the ...

Composite
23.9
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 23.9/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.4 / 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
238
École Normale Supérieure de Paris screenshot
École Normale Supérieure de Paris Emerging human only

École normale supérieure - PSL (ENS, rue d'Ulm) is a French grande école and constituent institution of Université PSL, running 15 departments, 35 research l...

Composite
23.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 23.8/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 5.7 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.8 / 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
239
Tianjin University screenshot
Tianjin University Emerging human only

Tianjin University (天津大学, TJU) is a national public research university in Tianjin, China, founded in 1895 as Peiyang University and recognised as the oldest...

Composite
23.4
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 23.4/100 · emerging
Contract Quality 4.3 / 25
Developer Ergonomics 2.9 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 4.7 / 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
240
Hokkaido University screenshot
Hokkaido University Emerging human only

Hokkaido University (北海道大学) is a national research university in Sapporo, Japan, founded in 1876 as Sapporo Agricultural College, a member of Japan's Designa...

Composite
23.2
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 23.2/100 · emerging
Contract Quality 4.3 / 25
Developer Ergonomics 5.2 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 5.8 / 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
241
Queen's University Belfast Emerging human only

Queen's University Belfast is a public research-intensive university in Belfast, Northern Ireland, founded in 1845 and a member of the Russell Group. Its pro...

Composite
22.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 22.0/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 2.9 / 20
0 / 0
Operational Transparency 2.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.2 / 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
242
Monash University screenshot
Monash University Emerging human only

Monash University is a public research university in Melbourne, Australia, and a member of the Group of Eight. Its genuinely institution-operated programmabl...

Composite
21.5
Agent
4.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 21.5/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 4.4 / 15
Agent readiness — 4/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 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
243
City University of Hong Kong screenshot
City University of Hong Kong Emerging human only

City University of Hong Kong (CityUHK) is a publicly funded (UGC) research university in Kowloon, Hong Kong SAR. IT Services runs a real API programme — a ga...

Composite
20.8
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 20.8/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 4.3 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 3.3 / 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
244
University of Newcastle Australia screenshot
University of Newcastle Australia Emerging human only

The University of Newcastle (UON) is a public research university in Callaghan and Newcastle, New South Wales, ranked #179 in the QS World University Ranking...

Composite
20.4
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 20.4/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.1 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 5.3 / 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
245
Technical University of Denmark screenshot
Technical University of Denmark Emerging human only

The Technical University of Denmark (DTU) is a technical university in Kongens Lyngby, Denmark. DTU operates no central developer portal and publishes no Ope...

Composite
20.3
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 20.3/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 6.7 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 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
246
Deakin University screenshot
Deakin University Emerging human only

Deakin University is a public research university in Victoria, Australia, with campuses in Geelong, Warrnambool and Melbourne. Its genuinely institution-oper...

Composite
20.0
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 20.0/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 3.1 / 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
La Trobe University screenshot
La Trobe University Emerging human only

La Trobe University is a public research university headquartered in Bundoora, Melbourne, Victoria, Australia, founded in 1964 and ranked #217 in the QS Worl...

Composite
19.6
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 19.6/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 7.4 / 10
Regulatory · Education & Research 6.9 / 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
248
RMIT University screenshot
RMIT University Emerging human only

RMIT University is a public research university in Melbourne, Australia, specializing in technology, design and enterprise, and ranked #123 in the QS World U...

Composite
18.5
Agent
4.3
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 18.5/100 · emerging
Contract Quality 1.9 / 25
Developer Ergonomics 2.4 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 3.3 / 15
Agent readiness — 4/100 · human only
Machine-Readable Contract 0 / 18
Agentic Access Contract derived 2.5 / 10
Documented Reversibility 0 / 6
MCP Server 0 / 12
Machine-Readable Auth 0 / 10
Idempotency 0 / 9
Stable Error Semantics 0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 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
249
Yonsei University screenshot
Yonsei University Emerging human only

Yonsei University (연세대학교) is a private research university in Seoul, South Korea, founded in 1885 and one of the "SKY" institutions. Its programmable footpri...

Composite
17.6
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 17.6/100 · emerging
Contract Quality 1.1 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 3.4 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 3.1 / 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
250
National Cheng Kung University screenshot
National Cheng Kung University Emerging human only

National Cheng Kung University (NCKU, 國立成功大學) is a public research university in Tainan, Taiwan, founded in 1931 and the second-largest comprehensive univers...

Composite
16.1
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 16.1/100 · emerging
Contract Quality 3.6 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 6.5 / 10
Regulatory · Education & Research 3.6 / 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
251
MIT screenshot
MIT Emerging human only

The Massachusetts Institute of Technology (MIT) operates an internal developer portal that exposes APIs for the institution's information systems. The MIT de...

Composite
15.3
Agent
5.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 15.3/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 3.3 / 20
0 / 0
Operational Transparency 1.0 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 3.3 / 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
252
Capella University screenshot
Capella University Emerging human only

Capella University is an accredited online university owned by Strategic Education, Inc. (SEI), offering competency-based bachelor's, master's, and doctoral ...

Composite
15.1
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 15.1/100 · emerging
Contract Quality 0.0 / 25
Developer Ergonomics 1.4 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.0 / 10
Regulatory · Education & Research 3.9 / 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
Minimal 9 0 – 10.9 Index entry only; little beyond a description and a link.
253
University of Bologna Open Data screenshot
University of Bologna Open Data Minimal human only

University of Bologna Open Data is a university open-data portal for Italy running CKAN. It exposes the CKAN catalog API over approximately 34 datasets.

Composite
6.9
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 6.9/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 1.7 / 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
254
UPM YODA Open Data Portal screenshot
UPM YODA Open Data Portal Minimal human only

UPM YODA Open Data Portal is a university open-data portal for Spain running CKAN. It exposes the CKAN catalog API over approximately 201 datasets.

Composite
6.9
Agent
2.5
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 6.9/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 5.9 / 10
Regulatory · Education & Research 1.7 / 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
255
Drexel University screenshot
Drexel University Minimal human only

Drexel University is a private research university in Philadelphia, Pennsylvania, with roughly 24,000 students and a Carnegie R1 (very high research activity...

Composite
4.2
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 4.2/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 1.9 / 20
0 / 0
Operational Transparency 0.7 / 13
0 / 0
Discoverability 4.1 / 10
Regulatory · Education & Research 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
256
Beijing Normal University screenshot
Beijing Normal University Minimal human only

Beijing Normal University is a higher-education institution in China. This profile is a STUB: it records the institution's identity only. No claim is made ab...

Composite
0.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 0.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.6 / 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
257
Lomonosov Moscow State University screenshot
Lomonosov Moscow State University Minimal human only

Lomonosov Moscow State University is a higher-education institution in Russian Federation. This profile is a STUB: it records the institution's identity only...

Composite
0.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 0.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.6 / 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
258
National Taiwan University screenshot
National Taiwan University Minimal human only

National Taiwan University is a higher-education institution in Taiwan. This profile is a STUB: it records the institution's identity only. No claim is made ...

Composite
0.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 0.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.6 / 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
259
Scuola Normale Superiore di Pisa screenshot
Scuola Normale Superiore di Pisa Minimal human only

Scuola Normale Superiore di Pisa is a higher-education institution in Italy. This profile is a STUB: it records the institution's identity only. No claim is ...

Composite
0.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 0.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.6 / 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
260
University of Arizona screenshot
University of Arizona Minimal human only

University of Arizona is a higher-education institution in United States. This profile is a STUB: it records the institution's identity only. No claim is mad...

Composite
0.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 0.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.6 / 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
261
University of Technology Sydney screenshot
University of Technology Sydney Minimal human only

University of Technology Sydney is a higher-education institution in Australia. This profile is a STUB: it records the institution's identity only. No claim ...

Composite
0.5
Agent
0.0
Kin Score Kin Score How this is scored →
scored 2026-09-14 · rubric v0.22.0
Composite quality — 0.5/100 · minimal
Contract Quality 0.0 / 25
Developer Ergonomics 0.0 / 20
0 / 0
Operational Transparency 0.0 / 13
0 / 0
Discoverability 4.6 / 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