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.
search
254 providers
Developing 39 45–59.9 Real signal across most facets with visible, nameable gaps.
1
Monash University Developing agent ready
Monash University is a public research university based in Melbourne, Australia, and a member of the Group of Eight. It ranked #42 in the QS World University...
Composite
46.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 46.9/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
8.9 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
2
University of Hong Kong Developing agent ready
The University of Hong Kong (HKU) is a public research university in Hong Kong SAR, ranked #27 in the QS World University Rankings 2025. Its public developer...
Composite
46.5
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 46.5/100 · developing
Contract Quality
18.5 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
3
UCL Developing agent ready
University College London (UCL) is a public research university in London, United Kingdom, ranked #9 in the QS World University Rankings 2025. UCL has a nota...
Composite
45.9
Agent
44.1
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 45.9/100 · developing
Contract Quality
15.2 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.3 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
4
University of the Witwatersrand Developing agent ready
The University of the Witwatersrand (Wits) is a leading public research university in Johannesburg, South Africa, ranked #268 in the QS World University Rank...
Composite
45.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 45.9/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.3 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
5
Harbin Institute of Technology Developing agent aware
Harbin Institute of Technology (HIT) is a public research university in Harbin, Heilongjiang, China, founded in 1920 and overseen by the Ministry of Industry...
Composite
45.5
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 45.5/100 · developing
Contract Quality
18.0 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
6
University of Canterbury Developing agent ready
University of Canterbury (Te Whare Wananga o Waitaha) is a public research university in Christchurch, New Zealand, ranked #261 in the QS World University Ra...
Composite
45.4
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 45.4/100 · developing
Contract Quality
18.8 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
7
University of Adelaide Developing agent ready
The University of Adelaide is a public research university in Adelaide, South Australia, founded in 1874, and ranked #72 in the QS World University Rankings ...
Composite
44.8
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.8/100 · developing
Contract Quality
18.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
8
Wageningen University & Research Developing agent ready
Wageningen University & Research (WUR) is a Dutch university and research institution based in Wageningen, Netherlands, specializing in the domain of healthy...
Composite
44.8
Agent
36.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.8/100 · developing
Contract Quality
18.7 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
9
Loughborough University Developing agent ready
Loughborough University is a public research university in Leicestershire, United Kingdom, ranked #224 in the QS World University Rankings 2025. It is well k...
Composite
44.6
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.6/100 · developing
Contract Quality
18.4 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
10
ETH Zurich – Swiss Federal Institute of Technology Developing agent aware
ETH Zurich (Eidgenössische Technische Hochschule Zürich) is a public science and technology university founded in 1855, ranked #7 in the QS World University ...
Composite
44.5
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.5/100 · developing
Contract Quality
14.8 / 25
Developer Ergonomics
6.1 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.3 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
11
Taylor's University Developing agent aware
Taylor's University is a private research university based in Subang Jaya, Selangor, Malaysia, and ranked #251 in the QS World University Rankings 2025. It d...
Composite
44.4
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.4/100 · developing
Contract Quality
17.6 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
12
King's College London Developing agent ready
King's College London (KCL) is a public research university in London, United Kingdom, ranked #41 in the QS World University Rankings 2025. Like most researc...
Composite
44.3
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.3/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
13
Carnegie Mellon University Developing agent ready
Carnegie Mellon University is a private research university in Pittsburgh, Pennsylvania, United States, ranked #50 in the QS World University Rankings 2025. ...
Composite
44.1
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.1/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
14
Deakin University Developing agent ready
Deakin University is a public research university in Victoria, Australia, with campuses in Geelong, Warrnambool and Melbourne, ranked #197 in the QS World Un...
Composite
44.1
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.1/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
15
Johns Hopkins University Developing agent aware
Johns Hopkins University is a private research university in Baltimore, Maryland, ranked #22 in the QS World University Rankings 2025. It maintains a real pu...
Composite
44.0
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.0/100 · developing
Contract Quality
17.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
16
University of Warsaw Developing agent aware
The University of Warsaw (Uniwersytet Warszawski) is Poland's largest and highest-ranked university, placed #258 in the QS World University Rankings 2025. It...
Composite
44.0
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 44.0/100 · developing
Contract Quality
18.3 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
17
RMIT University Developing agent ready
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
43.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.9/100 · developing
Contract Quality
18.7 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
18
University of Auckland Developing agent ready
The University of Auckland is New Zealand's largest and highest-ranked university, placed #92 in the QS World University Rankings 2025. Its public developer ...
Composite
43.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.9/100 · developing
Contract Quality
16.7 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.3 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
19
University of Rochester Developing agent ready
The University of Rochester is a private research university in Rochester, New York, ranked #236 in the QS World University Rankings 2025. It does not operat...
Composite
43.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.9/100 · developing
Contract Quality
16.7 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
20
Macquarie University Developing agent ready
Macquarie University is a public research university in Sydney, Australia, ranked #133 in the QS World University Rankings 2025. Its public, developer-releva...
Composite
43.4
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.4/100 · developing
Contract Quality
18.5 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
21
University of Amsterdam Developing agent aware
The University of Amsterdam (Universiteit van Amsterdam, UvA) is a public research university in Amsterdam, Netherlands, ranked #43 in the QS World Universit...
Composite
43.3
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.3/100 · developing
Contract Quality
17.8 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
22
University of Sheffield Developing agent ready
The University of Sheffield is a public research university in Sheffield, United Kingdom, ranked #105 in the QS World University Rankings 2025. Its public de...
Composite
43.3
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.3/100 · developing
Contract Quality
17.5 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
23
University College Dublin Developing agent aware
University College Dublin (UCD) is Ireland's largest university and ranks #126 in the QS World University Rankings 2025. Its public, machine-readable footpri...
Composite
43.2
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.2/100 · developing
Contract Quality
16.6 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
24
University of California, San Diego Developing agent ready
University of California, San Diego (UCSD) is a public research university in La Jolla, California, ranked #36 in the QS World University Rankings 2025. Its ...
Composite
43.2
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.2/100 · developing
Contract Quality
16.6 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
25
University of Calgary Developing agent ready
The University of Calgary is a public research university in Calgary, Alberta, Canada, ranked #198 in the QS World University Rankings 2025. Its public, docu...
Composite
43.0
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.0/100 · developing
Contract Quality
13.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
8.3 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
26
University of Western Australia Developing agent ready
The University of Western Australia (UWA) is a public research university in Perth, Western Australia, and ranked #80 in the QS World University Rankings 202...
Composite
43.0
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 43.0/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
27
Hamad Bin Khalifa University Developing agent ready
Hamad Bin Khalifa University (HBKU) is a research-intensive graduate university founded in 2010 as part of Qatar Foundation, located in Education City, Doha,...
Composite
42.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.9/100 · developing
Contract Quality
16.7 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
28
Stockholm University Developing agent ready
Stockholm University (Stockholms universitet) is a public research university in Sweden, ranked #128 in the QS World University Rankings 2025. Like most Nord...
Composite
42.8
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.8/100 · developing
Contract Quality
17.9 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
29
University of Bristol Developing agent aware
The University of Bristol is a public research university in Bristol, United Kingdom, ranked #58 in the QS World University Rankings 2025. Its public develop...
Composite
42.6
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.6/100 · developing
Contract Quality
17.1 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
30
Erasmus University Rotterdam Developing agent ready
Erasmus University Rotterdam (EUR) is a public research university in Rotterdam, the Netherlands, ranked #158 in the QS World University Rankings 2025. EUR d...
Composite
42.5
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.5/100 · developing
Contract Quality
16.7 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
31
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
42.5
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.5/100 · developing
Contract Quality
16.5 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
32
University of Newcastle Australia Developing agent ready
The University of Newcastle (UON) is a public research university based in Newcastle, New South Wales, Australia, ranked #179 in the QS World University Rank...
Composite
42.5
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.5/100 · developing
Contract Quality
16.7 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
33
Cardiff University Developing agent aware
Cardiff University is a public research university in Cardiff, Wales, United Kingdom, ranked #186 in the QS World University Rankings 2025. The university op...
Composite
42.4
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.4/100 · developing
Contract Quality
14.3 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
7.5 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
34
University of Waterloo Developing agent aware
The University of Waterloo is a public research university in Waterloo, Ontario, Canada, ranked #115 in the QS World University Rankings 2025 and known for i...
Composite
42.2
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.2/100 · developing
Contract Quality
14.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
35
National University of Singapore Developing agent ready
The National University of Singapore (NUS) is Singapore's flagship public research university, ranked #8 in the QS World University Rankings 2025. NUS does n...
Composite
42.1
Agent
36.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.1/100 · developing
Contract Quality
17.0 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
36
University of Cambridge Developing agent aware
The University of Cambridge (founded 1209; QS World 2025 #5) is a public collegiate research university with a real, documented developer footprint operated ...
Composite
42.1
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.1/100 · developing
Contract Quality
15.8 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
37
École Normale Supérieure de Paris Developing agent ready
École Normale Supérieure de Paris (ENS, rue d'Ulm) is a leading French grande école and constituent member of Université PSL (Paris Sciences & Lettres), rank...
Composite
42.1
Agent
36.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.1/100 · developing
Contract Quality
18.9 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
38
Emory University Developing agent aware
Emory University is a private research university in Atlanta, Georgia, United States, ranked #196 in the QS World University Rankings 2025. Its public develo...
Composite
42.0
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.0/100 · developing
Contract Quality
15.4 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
39
Hong Kong Baptist University Developing agent ready
Hong Kong Baptist University (HKBU) is a publicly funded research university in Hong Kong SAR, ranked #253 in the QS World University Rankings 2025. Its publ...
Composite
42.0
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 42.0/100 · developing
Contract Quality
17.3 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Thin 75 30–44.9 Limited machine-readable signal beyond documentation a human can read.
40
RWTH Aachen University Thin agent ready
RWTH Aachen University (Rheinisch-Westfaelische Technische Hochschule Aachen) is a leading German technical university, ranked #83 in the QS World University...
Composite
41.8
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 41.8/100 · thin
Contract Quality
16.5 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
41
University of Basel Thin agent ready
The University of Basel (Universität Basel) is the oldest university in Switzerland, founded in 1460, and is ranked #85 in the QS World University Rankings 2...
Composite
41.8
Agent
44.1
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 41.8/100 · thin
Contract Quality
14.3 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 44/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
42
City University of Hong Kong Thin agent ready
City University of Hong Kong (CityUHK) is a publicly funded research university located at Tat Chee Avenue, Kowloon, Hong Kong SAR, ranked #55 in the QS Worl...
Composite
41.7
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 41.7/100 · thin
Contract Quality
14.1 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
43
Utrecht University Thin agent aware
Utrecht University (Universiteit Utrecht) is a public research university in Utrecht, Netherlands, ranked #105 in the QS World University Rankings 2025. Its ...
Composite
41.7
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 41.7/100 · thin
Contract Quality
15.9 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
44
King Fahd University of Petroleum & Minerals Thin agent ready
King Fahd University of Petroleum & Minerals (KFUPM) is a public research university in Dhahran, Saudi Arabia, ranked #101 in the QS World University Ranking...
Composite
41.6
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 41.6/100 · thin
Contract Quality
17.8 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.0 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
45
University of Alberta Thin agent aware
The University of Alberta is a public research university in Edmonton, Alberta, Canada, ranked #67 in the QS World University Rankings 2025. Its public, docu...
Composite
41.2
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 41.2/100 · thin
Contract Quality
16.3 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
46
EPFL Thin agent aware
EPFL (École Polytechnique Fédérale de Lausanne) is a public research university in Lausanne, Switzerland, ranked #19 in the QS World University Rankings 2025...
Composite
40.7
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.7/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
47
Lund University Thin agent aware
Lund University is a public research university in Lund, Sweden, founded in 1666 and ranked #74 in the QS World University Rankings 2025. Its public develope...
Composite
40.6
Agent
27.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.6/100 · thin
Contract Quality
17.8 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
48
Aarhus University Thin agent ready
Aarhus University (Aarhus Universitet) is a public research university in Aarhus, Denmark, founded in 1928 and ranked #144 in the QS World University Ranking...
Composite
40.5
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.5/100 · thin
Contract Quality
15.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
49
Norwegian University of Science and Technology Thin agent ready
The Norwegian University of Science and Technology (NTNU) is Norway's largest university, headquartered in Trondheim with campuses in Gjoverik and Alesund, a...
Composite
40.4
Agent
34.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.4/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 34/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 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
50
Yale University Thin agent aware
Yale University is a private Ivy League research university in New Haven, Connecticut, United States, ranked #17 in the QS World University Rankings 2025. It...
Composite
40.2
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.2/100 · thin
Contract Quality
15.4 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
51
University of Lausanne Thin agent aware
The University of Lausanne (UNIL) is a public research university in Lausanne, Switzerland, ranked #224 in the QS World University Rankings 2025. With roughl...
Composite
40.1
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.1/100 · thin
Contract Quality
14.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
52
University of Chicago Thin agent ready
The University of Chicago is a private research university in Chicago, Illinois, founded in 1890 and ranked #14 in the QS World University Rankings 2025. Its...
Composite
40.0
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.0/100 · thin
Contract Quality
15.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
53
Uppsala University Thin agent aware
Uppsala University (Uppsala universitet) is Sweden's oldest university, founded in 1477, and is ranked #103 in the QS World University Rankings 2025. Its pub...
Composite
40.0
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.0/100 · thin
Contract Quality
13.8 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
54
Yonsei University Thin agent ready
Yonsei University is a private research university in Seoul, South Korea, founded in 1885 and ranked #73 in the QS World University Rankings 2025. Its public...
Composite
40.0
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 40.0/100 · thin
Contract Quality
15.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
55
Eindhoven University of Technology Thin agent ready
Eindhoven University of Technology (TU/e) is a research-driven public technical university in Eindhoven, Netherlands, ranked #136 in the QS World University ...
Composite
39.9
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.9/100 · thin
Contract Quality
14.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
56
Technical University of Denmark Thin agent aware
The Technical University of Denmark (DTU) is a leading engineering and science university in Kongens Lyngby, Denmark, ranked #109 in the QS World University ...
Composite
39.9
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.9/100 · thin
Contract Quality
16.1 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
57
University of Manchester Thin agent ready
The University of Manchester is a public research university in Manchester, England, ranked #31 in the QS World University Rankings 2025. Its public develope...
Composite
39.9
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.9/100 · thin
Contract Quality
14.9 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
58
University of Sussex Thin agent ready
The University of Sussex is a research-intensive public university near Brighton, United Kingdom, ranked #247 in the QS World University Rankings 2025. Its p...
Composite
39.9
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.9/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
59
Queen's University Belfast Thin agent ready
Queen's University Belfast is a Russell Group research-intensive university in Northern Ireland, United Kingdom, founded in 1845, and ranked #206 in the QS W...
Composite
39.8
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.8/100 · thin
Contract Quality
15.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
6.9 / 10
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
60
University of Bath Thin agent ready
The University of Bath is a public research university in Bath, United Kingdom, ranked #150 in the QS World University Rankings 2025. Its public, machine-rea...
Composite
39.7
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.7/100 · thin
Contract Quality
14.5 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
61
Al-Farabi Kazakh National University Thin agent aware
Al-Farabi Kazakh National University (KazNU) is the leading public research university in Kazakhstan, headquartered in Almaty, and is ranked #163 in the QS W...
Composite
39.5
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.5/100 · thin
Contract Quality
13.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
6.9 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
62
Chalmers University of Technology Thin agent aware
Chalmers University of Technology (Chalmers tekniska hogskola) is a private technical university in Gothenburg, Sweden, ranked #139 in the QS World Universit...
Composite
39.4
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.4/100 · thin
Contract Quality
15.6 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
63
Humboldt-Universität zu Berlin Thin agent aware
Humboldt-Universität zu Berlin (HU Berlin) is a public research university in Berlin, Germany, ranked #126 in the QS World University Rankings 2025. Its publ...
Composite
39.4
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.4/100 · thin
Contract Quality
14.6 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
64
Michigan State University Thin agent aware
Michigan State University (MSU) is a public land-grant research university in East Lansing, Michigan, United States, ranked #89 in the QS World University Ra...
Composite
39.3
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.3/100 · thin
Contract Quality
12.7 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
65
Dartmouth College Thin agent aware
Dartmouth College is a private Ivy League research university in Hanover, New Hampshire, United States, ranked #243 in the QS World University Rankings 2025....
Composite
39.2
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.2/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
66
University of Vienna Thin agent ready
The University of Vienna (Universität Wien), founded in 1365, is Austria's largest university and ranks #78 in the QS World University Rankings 2025. Its pub...
Composite
39.2
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 39.2/100 · thin
Contract Quality
15.5 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
67
University of Edinburgh Thin agent aware
The University of Edinburgh is a public research university in Scotland, United Kingdom, founded in 1582 and ranked #20 in the QS World University Rankings 2...
Composite
38.8
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.8/100 · thin
Contract Quality
15.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
68
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 Worl...
Composite
38.8
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.8/100 · thin
Contract Quality
13.9 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
69
Vrije Universiteit Amsterdam Thin agent ready
Vrije Universiteit Amsterdam (VU Amsterdam) is a public research university in the Netherlands, ranked #221 in the QS World University Rankings 2025. Like mo...
Composite
38.8
Agent
37.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.8/100 · thin
Contract Quality
14.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 38/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
70
Tsinghua University Thin agent aware
Tsinghua University is a leading public research university in Beijing, China, ranked #23 in the QS World University Rankings 2025. Like most Chinese univers...
Composite
38.7
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.7/100 · thin
Contract Quality
15.7 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.9 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
71
University of Zurich Thin agent aware
The University of Zurich (UZH) is Switzerland's largest university, founded in 1833, and is ranked #61 in the QS World University Rankings 2025. UZH does not...
Composite
38.7
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.7/100 · thin
Contract Quality
14.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
72
Charles University Thin agent aware
Charles University (Univerzita Karlova), founded in 1348 in Prague, is the largest and oldest university in Czechia and is ranked #246 in the QS World Univer...
Composite
38.6
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.6/100 · thin
Contract Quality
12.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
73
University of Illinois Urbana-Champaign Thin agent ready
The University of Illinois Urbana-Champaign (UIUC) is a public land-grant research university and the flagship campus of the University of Illinois System, r...
Composite
38.5
Agent
36.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.5/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
74
Politecnico di Torino Thin agent ready
Politecnico di Torino (PoliTO) is Italy's oldest technical university, founded in 1859 in Turin, and a leading European institution for engineering, architec...
Composite
38.4
Agent
41.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.4/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 41/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
75
Cornell University Thin agent aware
Cornell University is a private Ivy League and statutory land-grant research university based in Ithaca, New York, ranked #16 in the QS World University Rank...
Composite
38.2
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.2/100 · thin
Contract Quality
13.6 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
76
University of St Andrews Thin agent aware
The University of St Andrews is Scotland's first university (founded 1413) and ranked #90 in the QS World University Rankings 2025. Its public developer and ...
Composite
38.0
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 38.0/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
77
University of Groningen Thin agent ready
The University of Groningen (Rijksuniversiteit Groningen, RUG/UG) is a public research university in Groningen, Netherlands, founded in 1614 and ranked #75 i...
Composite
37.9
Agent
44.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.9/100 · thin
Contract Quality
12.4 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 45/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
78
McGill University Thin agent aware
McGill University is a public research university in Montreal, Quebec, Canada, ranked #64 in the QS World University Rankings 2025. Its public, machine-reada...
Composite
37.8
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.8/100 · thin
Contract Quality
14.7 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
79
University of Padua Thin agent aware
The University of Padua (Università degli Studi di Padova) is a public research university in Padua, Italy, founded in 1222 and ranked #236 in the QS World U...
Composite
37.8
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.8/100 · thin
Contract Quality
14.8 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
80
Victoria University of Wellington Thin agent aware
Te Herenga Waka—Victoria University of Wellington is a public research university in Wellington, New Zealand, ranked #244 in the QS World University Rankings...
Composite
37.8
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.8/100 · thin
Contract Quality
13.8 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
81
Indian Institute of Science Bangalore Thin agent aware
The Indian Institute of Science (IISc) Bangalore is India's premier research-intensive university, founded in 1909, and ranked #211 in the QS World Universit...
Composite
37.6
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.6/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
82
University of Göttingen Thin agent ready
The University of Göttingen (Georg-August-Universität Göttingen) is a public research university in Lower Saxony, Germany, ranked #254 in the QS World Univer...
Composite
37.5
Agent
34.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.5/100 · thin
Contract Quality
12.8 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Agent readiness — 34/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 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
83
University of Bonn Thin agent aware
The University of Bonn (Rheinische Friedrich-Wilhelms-Universität Bonn) is a public research university in Bonn, Germany, ranked #227 in the QS World Univers...
Composite
37.4
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.4/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
84
Lancaster University Thin agent aware
Lancaster University is a collegiate public research university in Lancaster, United Kingdom, ranked #141 in the QS World University Rankings 2025. Its publi...
Composite
37.3
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.3/100 · thin
Contract Quality
15.7 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
85
Technical University of Munich Thin agent aware
The Technical University of Munich (TUM) is a public research university in Munich, Germany, ranked #47 in the QS World University Rankings 2025. TUM does no...
Composite
37.3
Agent
27.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.3/100 · thin
Contract Quality
13.9 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
86
Kyoto University Thin agent aware
Kyoto University is a national research university in Kyoto, Japan, ranked #37 in the QS World University Rankings 2025. Its public, machine-readable develop...
Composite
37.1
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.1/100 · thin
Contract Quality
13.3 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
87
Imperial College London Thin agent aware
Imperial College London is a UK public research university (QS World 2025 #2) specializing in science, engineering, medicine, and business. Its public develo...
Composite
37.0
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.0/100 · thin
Contract Quality
14.3 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
88
TU Dresden Thin agent aware
Technische Universität Dresden (TU Dresden) is one of Germany's leading research universities and a member of the German Universities Excellence Initiative, ...
Composite
37.0
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 37.0/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
89
Maastricht University Thin agent ready
Maastricht University (UM) is an international research university in Maastricht, Netherlands, known for its Problem-Based Learning model and ranked #230 in ...
Composite
36.8
Agent
37.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.8/100 · thin
Contract Quality
11.5 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
90
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
36.8
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.8/100 · thin
Contract Quality
16.1 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
91
Purdue University Thin agent aware
Purdue University is a public land-grant research university in West Lafayette, Indiana, United States, ranked #99 in the QS World University Rankings 2025. ...
Composite
36.8
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.8/100 · thin
Contract Quality
16.1 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
92
Georgia Institute of Technology Thin agent aware
Georgia Institute of Technology (Georgia Tech) is a public research university in Atlanta, Georgia, United States, ranked #114 in the QS World University Ran...
Composite
36.7
Agent
33.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.7/100 · thin
Contract Quality
11.1 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 34/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
93
University of York Thin agent aware
The University of York is a public research university in York, United Kingdom, ranked #184 in the QS World University Rankings 2025 and a member of the Russ...
Composite
36.5
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.5/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
94
Nanyang Technological University Thin agent aware
Nanyang Technological University (NTU Singapore) is a public research university in Singapore and is ranked #15 in the QS World University Rankings 2025. NTU...
Composite
36.4
Agent
27.9
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.4/100 · thin
Contract Quality
15.6 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
95
La Trobe University Thin agent aware
La Trobe University is a public research university based in Melbourne, Victoria, Australia, ranked #217 in the QS World University Rankings 2025. Like most ...
Composite
36.3
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.3/100 · thin
Contract Quality
17.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
96
University of Birmingham Thin agent aware
The University of Birmingham is a public research university in Birmingham, United Kingdom, and a founding member of the Russell Group, ranked #94 in the QS ...
Composite
36.1
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.1/100 · thin
Contract Quality
15.3 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
97
University of British Columbia Thin agent aware
The University of British Columbia (UBC) is a public research university in Vancouver and Kelowna, British Columbia, Canada, ranked #33 in the QS World Unive...
Composite
36.1
Agent
25.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.1/100 · thin
Contract Quality
12.0 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
98
University of California, Davis Thin agent aware
The University of California, Davis (UC Davis) is a public land-grant research university located in Davis, California, and ranked #48 in the QS World Univer...
Composite
36.0
Agent
30.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 36.0/100 · thin
Contract Quality
12.0 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Health
3.2 / 15
Agent readiness — 31/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
99
University of Washington Thin agent aware
The University of Washington (UW) is a public research university based in Seattle, Washington, United States, ranked #52 in the QS World University Rankings...
Composite
35.9
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.9/100 · thin
Contract Quality
13.8 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
100
National Tsing Hua University Thin agent aware
National Tsing Hua University (NTHU) is a national public research university in Hsinchu, Taiwan, originally founded in 1911 and re-established in Taiwan in ...
Composite
35.8
Agent
32.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.8/100 · thin
Contract Quality
14.9 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 32/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
101
Newcastle University Thin agent aware
Newcastle University is a public research university in Newcastle upon Tyne, United Kingdom, ranked #129 in the QS World University Rankings 2025. Its public...
Composite
35.7
Agent
32.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.7/100 · thin
Contract Quality
15.8 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 32/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
102
University of Maryland College Park Thin agent aware
The University of Maryland, College Park (UMD) is the flagship public research university of the University System of Maryland, located in College Park, Mary...
Composite
35.6
Agent
32.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.6/100 · thin
Contract Quality
15.1 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 32/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
103
University of North Carolina at Chapel Hill Thin agent ready
The University of North Carolina at Chapel Hill is a leading public research university in Chapel Hill, North Carolina, United States, ranked #155 in the QS ...
Composite
35.5
Agent
37.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.5/100 · thin
Contract Quality
11.5 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 37/100 · agent ready
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
104
University of Cape Town Thin agent aware
The University of Cape Town (UCT) is South Africa's leading public research university, ranked #96 in the QS World University Rankings 2025 and the highest-r...
Composite
35.4
Agent
21.6
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.4/100 · thin
Contract Quality
14.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 22/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
105
KU Leuven Thin agent aware
KU Leuven (Katholieke Universiteit Leuven) is a research university in Leuven, Belgium, founded in 1425 and ranked #45 in the QS World University Rankings 20...
Composite
35.2
Agent
28.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 35.2/100 · thin
Contract Quality
11.5 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
106
Indian Institute of Technology Kanpur Thin agent aware
The Indian Institute of Technology Kanpur (IIT Kanpur), founded in 1959 and located in Kanpur, Uttar Pradesh, is one of India's premier engineering and resea...
Composite
34.5
Agent
28.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 34.5/100 · thin
Contract Quality
14.0 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
5.0 / 10
Agent readiness — 29/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
8 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
107
University of Pennsylvania Thin agent aware
The University of Pennsylvania (Penn) is a private Ivy League research university in Philadelphia, ranked #11 in the QS World University Rankings 2025. Penn'...
Composite
34.4
Agent
24.8
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 34.4/100 · thin
Contract Quality
13.5 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.0 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
108
National Yang Ming Chiao Tung University Thin agent aware
National Yang Ming Chiao Tung University (NYCU) is a public research university in Taiwan formed in 2021 from the merger of National Yang-Ming University and...
Composite
34.0
Agent
25.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 34.0/100 · thin
Contract Quality
11.8 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
109
Queen's University at Kingston Thin agent aware
Queen's University at Kingston is a public research university in Kingston, Ontario, Canada, serving more than 25,000 students and ranked #193 in the QS Worl...
Composite
33.2
Agent
28.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 33.2/100 · thin
Contract Quality
11.4 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
110
Tecnológico de Monterrey Thin agent aware
Tecnológico de Monterrey (ITESM) is a private Mexican multi-campus university system headquartered in Monterrey, ranked #185 in the QS World University Ranki...
Composite
33.2
Agent
25.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 33.2/100 · thin
Contract Quality
11.1 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
111
UCLouvain Thin agent aware
UCLouvain (Universite catholique de Louvain) is Belgium's largest French-speaking university, based in Louvain-la-Neuve, and is ranked #203 in the QS World U...
Composite
33.0
Agent
28.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 33.0/100 · thin
Contract Quality
12.1 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
5.0 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
112
University of Chile Thin agent aware
The University of Chile (Universidad de Chile, UChile) is the country's oldest public university, founded in 1842 in Santiago, and is ranked #139 in the QS W...
Composite
31.0
Agent
25.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 31.0/100 · thin
Contract Quality
9.9 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 25/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
113
Université de Montréal Thin agent aware
Université de Montréal (UdeM) is a leading French-language public research university in Montréal, Québec, Canada, ranked #95 in the QS World University Rank...
Composite
30.6
Agent
28.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 30.6/100 · thin
Contract Quality
9.7 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
7.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 28/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
10 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
7 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
4 / 4
114
Kyushu University Thin agent aware
Kyushu University (九州大学) is a national research university in Fukuoka, Japan, ranked #167 in the QS World University Rankings 2025. Its public, programmatic ...
Composite
28.2
Agent
19.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 28.2/100 · thin
Contract Quality
11.3 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
Emerging 136 15–29.9 More than an index entry but still mostly links rather than artifacts.
115
Indian Institute of Technology Bombay Emerging agent aware
The Indian Institute of Technology Bombay (IIT Bombay), founded in 1958 and located in Powai, Mumbai, is one of India's premier engineering and research inst...
Composite
27.9
Agent
19.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 27.9/100 · emerging
Contract Quality
11.3 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
116
Aalto University Emerging agent aware
Aalto University is a multidisciplinary public research university in Espoo, Finland, formed in 2010 from the merger of three institutions and ranked #113 in...
Composite
27.5
Agent
19.4
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 27.5/100 · emerging
Contract Quality
11.3 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 19/100 · agent aware
Machine-Readable Contract
18 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
117
University of Macau Emerging agent aware
The University of Macau (UM), founded in 1981, is the leading public comprehensive research university of the Macao Special Administrative Region and is rank...
Composite
26.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 26.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
5.8 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
118
Delft University of Technology Emerging agent aware
Delft University of Technology (TU Delft) is the largest and oldest public technical university in the Netherlands, ranked #51 in the QS World University Ran...
Composite
25.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 25.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
119
University of Michigan-Ann Arbor Emerging agent aware
The University of Michigan-Ann Arbor is a public research university ranked #21 in the QS World University Rankings 2025 (United States). Its developer and A...
Composite
24.5
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 24.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
4.3 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
120
Stanford University Emerging agent aware
Stanford University is a private research university in Stanford, California (QS World 2025 #6) with a substantial, multi-pronged developer footprint. Univer...
Composite
24.4
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 24.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.4 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
121
Arizona State University Emerging agent aware
Arizona State University (ASU) is a large public research university based in Tempe, Arizona, United States, ranked #200 in the QS World University Rankings ...
Composite
24.3
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 24.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
122
Columbia University Emerging agent aware
Columbia University is a private Ivy League research university in New York City, ranked #18 in the QS World University Rankings 2025. Its public developer a...
Composite
24.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 24.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
123
Universitat Pompeu Fabra Emerging agent aware
Universitat Pompeu Fabra (UPF) is a public research university in Barcelona, Spain, ranked #266 in the QS World University Rankings 2025. Its public develope...
Composite
24.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 24.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
124
University of California, Berkeley Emerging agent aware
The University of California, Berkeley (UC Berkeley) is a public land-grant research university and the flagship campus of the University of California syste...
Composite
24.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 24.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
125
Brown University Emerging agent aware
Brown University is a private Ivy League research university in Providence, Rhode Island, ranked #57 in the QS World University Rankings 2025. Its public dev...
Composite
23.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 23.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
126
University of Melbourne Emerging agent aware
The University of Melbourne is Australia's leading research university, ranked #24 in the QS World University Rankings 2025. Its public developer and API foo...
Composite
23.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 23.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
6.4 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
127
University of Exeter Emerging agent aware
The University of Exeter is a public research university in Devon, United Kingdom, and a member of the Russell Group, ranked #169 in the QS World University ...
Composite
23.4
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 23.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
128
Peking University Emerging agent aware
Peking University (PKU) is a major public research university in Beijing, China, ranked #25 in the QS World University Rankings 2025. Its most clearly docume...
Composite
23.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 23.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
129
Shanghai Jiao Tong University Emerging agent aware
Shanghai Jiao Tong University (SJTU), founded in 1896 and located in Shanghai, China (Mainland), is one of China's top research universities and is ranked #5...
Composite
22.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
130
University of Wisconsin-Madison Emerging agent aware
The University of Wisconsin-Madison is a public land-grant research university in Madison, Wisconsin, ranked #46 in the QS World University Rankings 2025. It...
Composite
22.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
131
Universiti Teknologi Malaysia Emerging agent aware
Universiti Teknologi Malaysia (UTM) is a public research university in Johor Bahru and Kuala Lumpur, Malaysia, ranked #181 in the QS World University Ranking...
Composite
22.5
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
132
Technical University of Darmstadt Emerging agent aware
The Technical University of Darmstadt (Technische Universitat Darmstadt, TU Darmstadt) is a public research university in Darmstadt, Germany, ranked #241 in ...
Composite
22.4
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
133
University of Barcelona Emerging agent aware
The University of Barcelona (Universitat de Barcelona, UB) is a public research university founded in 1450 and based in Barcelona, Catalonia, Spain. It is ra...
Composite
22.4
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
134
Politecnico di Milano Emerging agent aware
Politecnico di Milano is Italy's largest technical university, focused on engineering, architecture, and design, and ranked #111 in the QS World University R...
Composite
22.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
135
American University of Beirut Emerging agent aware
The American University of Beirut (AUB) is a private research university in Beirut, Lebanon, founded in 1866, and ranked #250 in the QS World University Rank...
Composite
22.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
136
London School of Economics and Political Science Emerging agent aware
The London School of Economics and Political Science (LSE) is a public research university in London, United Kingdom, ranked #38 in the QS World University R...
Composite
22.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.0/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
137
Technical University of Berlin Emerging agent aware
Technische Universität Berlin (TU Berlin) is a public research university in Berlin, Germany, ranked #66 in the QS World University Rankings 2025. Its public...
Composite
22.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 22.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
138
MIT Emerging agent aware
The Massachusetts Institute of Technology (MIT) operates an internal developer portal that exposes APIs for the institution's information systems. The MIT de...
Composite
21.9
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.9/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
7.9 / 20
Operational Transparency
4.1 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
139
University of Glasgow Emerging agent aware
The University of Glasgow is a public research university in Glasgow, Scotland, United Kingdom, founded in 1451 and ranked #62 in the QS World University Ran...
Composite
21.9
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
140
University of Science and Technology of China Emerging 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, China, founded in 1958 under the Chinese ...
Composite
21.9
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
141
University of Southampton Emerging human only
The University of Southampton is a public research university in Southampton, United Kingdom, ranked #70 in the QS World University Rankings 2025. It is a fo...
Composite
21.8
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
142
Hanyang University Emerging agent aware
Hanyang University is a private research university in Seoul and Ansan, South Korea, ranked #162 in the QS World University Rankings 2025. It operates an off...
Composite
21.6
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
143
King Abdulaziz University Emerging agent aware
King Abdulaziz University (KAU) is a large public research university in Jeddah, Saudi Arabia, ranked #149 in the QS World University Rankings 2025, serving ...
Composite
21.6
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
3.9 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
144
École Normale Supérieure de Lyon Emerging human only
École Normale Supérieure de Lyon (ENS de Lyon) is a French public research and higher-education institution in Lyon, ranked #187 in the QS World University R...
Composite
21.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
145
Nanjing University Emerging agent aware
Nanjing University (NJU), founded in 1902 and located in Nanjing, Jiangsu, China, is one of China's oldest and most prestigious research universities and is ...
Composite
21.5
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
146
Zhejiang University Emerging agent aware
Zhejiang University (ZJU) is a comprehensive public research university based in Hangzhou, Zhejiang Province, China, ranked #44 in the QS World University Ra...
Composite
21.5
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
147
University of Texas at Austin Emerging human only
The University of Texas at Austin is a flagship public research university in Austin, Texas, United States, ranked #65 in the QS World University Rankings 20...
Composite
21.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
148
Keio University Emerging agent aware
Keio University is a private research university in Tokyo, Japan, founded in 1858, and ranked #188 in the QS World University Rankings 2025. Its public machi...
Composite
21.2
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.2/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
149
Nagoya University Emerging agent aware
Nagoya University (名古屋大学) is a national research university in Nagoya, Aichi, Japan, ranked #152 in the QS World University Rankings 2025. As a leading resea...
Composite
21.2
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.2/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
150
Friedrich-Alexander-Universität Erlangen-Nürnberg Emerging agent aware
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) is a public research university in Bavaria, Germany, ranked #224 in the QS World University Rankings ...
Composite
21.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
151
Indian Institute of Technology Delhi Emerging 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 a...
Composite
21.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
152
Ohio State University Emerging agent aware
Ohio State University is a large public land-grant research university in Columbus, Ohio, United States, ranked #208 in the QS World University Rankings 2025...
Composite
21.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
153
Rice University Emerging agent aware
Rice University is a private research university in Houston, Texas, ranked #141 in the QS World University Rankings 2025. Its public developer/API footprint ...
Composite
21.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
154
University of California, Santa Barbara Emerging human only
University of California, Santa Barbara (UCSB) is a public land-grant research university and a member of the University of California system, ranked #79 in ...
Composite
21.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
155
Waseda University Emerging agent aware
Waseda University is a leading private research university in Tokyo, Japan, ranked #181 in the QS World University Rankings 2025. Its public, machine-readabl...
Composite
21.1
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
156
Sorbonne University Emerging human only
Sorbonne University (Sorbonne Université) is a public research university in Paris, France, formed in 2018 from the merger of Paris-Sorbonne and Pierre et Ma...
Composite
21.0
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.0/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
157
Trinity College Dublin Emerging agent aware
Trinity College Dublin (the University of Dublin) is Ireland's oldest university, founded in 1592, and ranked #98 in the QS World University Rankings 2025. I...
Composite
21.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
158
University of Freiburg Emerging human only
The University of Freiburg (Albert-Ludwigs-Universität Freiburg) is a public research university in Freiburg im Breisgau, Germany, founded in 1457 and ranked...
Composite
21.0
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 21.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
159
University of Bologna Emerging human only
The University of Bologna (Alma Mater Studiorum - Università di Bologna) is the oldest university in the Western world and a leading Italian research institu...
Composite
20.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
160
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
20.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
161
Bandung Institute of Technology Emerging agent aware
Institut Teknologi Bandung (ITB) is a public research university in Bandung, Indonesia, ranked #256 in the QS World University Rankings 2025. ITB operates a ...
Composite
20.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
162
Karlsruhe Institute of Technology Emerging human only
Karlsruhe Institute of Technology (KIT) is a public research university and national research center in Karlsruhe, Germany, ranked #102 in the QS World Unive...
Composite
20.8
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
163
Universiti Putra Malaysia Emerging agent aware
Universiti Putra Malaysia (UPM) is a Malaysian public research university in Serdang, Selangor, formerly the Universiti Pertanian Malaysia, and ranked #148 i...
Composite
20.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
164
Universiti Teknologi PETRONAS Emerging agent aware
Universiti Teknologi PETRONAS (UTP) is a leading private research university in Seri Iskandar, Perak, Malaysia, established in 1997 and wholly owned by the n...
Composite
20.8
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
165
University of Helsinki Emerging human only
The University of Helsinki is Finland's oldest and largest multidisciplinary research university, founded in 1640, and is ranked #68 in the QS World Universi...
Composite
20.8
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
166
Chulalongkorn University Emerging human only
Chulalongkorn University is Thailand's oldest and a leading public research university, located in Bangkok and ranked #229 in the QS World University Ranking...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
167
Complutense University of Madrid Emerging human only
Complutense University of Madrid (Universidad Complutense de Madrid, UCM) is a major public research university in Spain, ranked #164 in the QS World Univers...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
168
Harvard University Emerging human only
Harvard University (Cambridge, MA; founded 1636; QS World 2025 #4) maintains a substantial public developer footprint spread across several units. Its most p...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
169
National Cheng Kung University Emerging human only
National Cheng Kung University (NCKU) is a public research university based in Tainan, Taiwan, ranked #215 in the QS World University Rankings 2025. Its publ...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
170
Princeton University Emerging human only
Princeton University is a private Ivy League research university in Princeton, New Jersey, ranked #13 in the QS World University Rankings 2025. Its public de...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
171
University of California, Los Angeles Emerging human only
The University of California, Los Angeles (UCLA) is a public land-grant research university in Los Angeles, California, ranked #30 in the QS World University...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
172
University of Minnesota Emerging human only
The University of Minnesota is a public land-grant research university with its flagship campus in the Twin Cities (Minneapolis-Saint Paul), ranked #203 in t...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
173
University of New South Wales Emerging human only
The University of New South Wales (UNSW Sydney) is a public research university in Sydney, Australia, ranked #35 in the QS World University Rankings 2025. UN...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
174
University of Warwick Emerging human only
The University of Warwick is a public research university in Coventry, England, ranked #49 in the QS World University Rankings 2025. Its developer/API footpr...
Composite
20.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
175
McMaster University Emerging human only
McMaster University is a public research university in Hamilton, Ontario, Canada, ranked #176 in the QS World University Rankings 2025. Its developer and API...
Composite
20.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
176
Tokyo Institute of Technology Emerging agent aware
Tokyo Institute of Technology (Tokyo Tech / Titech) was a national research university in Tokyo, Japan, ranked #76 in the QS World University Rankings 2025. ...
Composite
20.5
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
177
University of California, San Francisco Emerging human only
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
20.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
178
University of Ottawa Emerging human only
The University of Ottawa (uOttawa) is a public bilingual research university in Ottawa, Ontario, Canada, and the largest English-French bilingual university ...
Composite
20.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
179
University of Tübingen Emerging human only
The University of Tübingen (Eberhard Karls Universität Tübingen), founded in 1477 in Tübingen, Germany, is one of the oldest universities in the country and ...
Composite
20.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
180
Universität Hamburg Emerging agent aware
Universität Hamburg is a public research university in Hamburg, Germany, ranked #191 in the QS World University Rankings 2025. Its public developer and machi...
Composite
20.5
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
181
Vanderbilt University Emerging human only
Vanderbilt University is a private research university in Nashville, Tennessee, ranked #248 in the QS World University Rankings 2025. Its public developer/AP...
Composite
20.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.5/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
182
Fudan University Emerging human only
Fudan University is a major public research university in Shanghai, China, ranked #84 in the QS World University Rankings 2025. It operates a Dataverse resea...
Composite
20.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
4.7 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
183
Tongji University Emerging human only
Tongji University is a leading public research university in Shanghai, China (Mainland), ranked #192 in the QS World University Rankings 2025. It operates an...
Composite
20.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
184
University of Otago Emerging agent aware
The University of Otago is New Zealand's oldest university, founded in 1869 and based in Dunedin, ranked #214 in the QS World University Rankings 2025. Its p...
Composite
20.3
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
185
Griffith University Emerging human only
Griffith University is a public research university in Queensland, Australia, ranked #255 in the QS World University Rankings 2025. Its public, machine-reada...
Composite
20.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.1/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
186
Texas A&M University Emerging human only
Texas A&M University is a public land-grant research university in College Station, Texas, and the flagship of the Texas A&M University System. It is ranked ...
Composite
20.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
187
University of Nottingham Emerging human only
The University of Nottingham is a public research university in Nottingham, United Kingdom, ranked #71 in the QS World University Rankings 2025. As a researc...
Composite
20.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
188
University of Queensland Emerging human only
The University of Queensland (UQ) is a public research university in Brisbane, Australia, ranked #54 in the QS World University Rankings 2025. UQ's public de...
Composite
20.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
189
University of Tokyo Emerging human only
The University of Tokyo (UTokyo) is Japan's leading national research university, founded in 1877 and ranked #29 in the QS World University Rankings 2025. It...
Composite
20.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
190
Washington University in St. Louis Emerging human only
Washington University in St. Louis (WashU) is a private research university in St. Louis, Missouri, ranked #171 in the QS World University Rankings 2025. Its...
Composite
20.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
191
Case Western Reserve University Emerging agent aware
Case Western Reserve University (CWRU) is a private research university in Cleveland, Ohio, United States, ranked #259 in the QS World University Rankings 20...
Composite
20.0
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.6 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
192
Hong Kong University of Science and Technology Emerging human only
The Hong Kong University of Science and Technology (HKUST) is a public research university in Clear Water Bay, Hong Kong SAR, ranked #82 in the QS World Univ...
Composite
20.0
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 20.0/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
193
California Institute of Technology Emerging human only
The California Institute of Technology (Caltech) is a private research university in Pasadena, California, ranked #10 in the QS World University Rankings 202...
Composite
19.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
194
King Saud University Emerging agent aware
King Saud University (KSU) is a public research university in Riyadh, Saudi Arabia, founded in 1957, and ranked #200 in the QS World University Rankings 2025...
Composite
19.9
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
195
University of Indonesia Emerging agent aware
University of Indonesia (Universitas Indonesia, UI) is a public research university based in Depok and Salemba, Jakarta, ranked #206 in the QS World Universi...
Composite
19.9
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
196
Western University Emerging agent aware
Western University is a public research university in London, Ontario, Canada, ranked #120 in the QS World University Rankings 2025. Its public, machine-read...
Composite
19.9
Agent
12.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
2.2 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 12/100 · agent aware
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
10 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
197
TU Wien Emerging human only
TU Wien (Vienna University of Technology, TU Wien) is Austria's largest science and technology university, founded in 1815, with more than 30,000 students an...
Composite
19.8
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
7.4 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
198
University of Antwerp Emerging human only
The University of Antwerp (Universiteit Antwerpen) is a public research university in Antwerp, Belgium, ranked #267 in the QS World University Rankings 2025....
Composite
19.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.7/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
199
University of Oxford Emerging human only
The University of Oxford (Oxford, UK; QS World 2025 #3) is a collegiate research university. Historically it ran a notable open-data and developer program vi...
Composite
19.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
200
Australian National University Emerging human only
The Australian National University (ANU) is a public research university in Canberra, ranked #28 in the QS World University Rankings 2025 and consistently am...
Composite
19.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
201
Gadjah Mada University Emerging human only
Gadjah Mada University (Universitas Gadjah Mada, UGM) is a public research university in Yogyakarta, Indonesia, and is ranked #239 in the QS World University...
Composite
19.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
202
United Arab Emirates University Emerging human only
United Arab Emirates University (UAEU) is a public research university in Al Ain, United Arab Emirates, ranked #262 in the QS World University Rankings 2025....
Composite
19.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
203
Universiti Sains Malaysia Emerging human only
Universiti Sains Malaysia (USM) is a public research university founded in 1969 and headquartered in Penang, Malaysia, holding APEX (Accelerated Programme fo...
Composite
19.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
204
University of Lisbon Emerging human only
The University of Lisbon (Universidade de Lisboa, ULisboa) is Portugal's largest public university, based in Lisbon, and is ranked #260 in the QS World Unive...
Composite
19.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
205
Leiden University Emerging human only
Leiden University (Universiteit Leiden) is the oldest university in the Netherlands, founded in 1575, and ranks #141 in the QS World University Rankings 2025...
Composite
19.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
206
Qatar University Emerging human only
Qatar University is the national public research university of the State of Qatar, located in Doha, and ranked #122 in the QS World University Rankings 2025....
Composite
19.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
207
Tohoku University Emerging human only
Tohoku University is a national research university in Sendai, Japan, founded in 1907 and ranked #107 in the QS World University Rankings 2025. Its public, m...
Composite
19.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
208
University of Aberdeen Emerging human only
The University of Aberdeen is a public research university in Aberdeen, Scotland, United Kingdom, founded in 1495 and ranked #236 in the QS World University ...
Composite
19.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
209
University of Liverpool Emerging human only
The University of Liverpool is a public research university in Liverpool, United Kingdom, a founding member of the Russell Group, ranked #165 in the QS World...
Composite
19.3
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.3/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
210
Ghent University Emerging human only
Ghent University (Universiteit Gent, UGent) is a major public research university in Ghent, Belgium, ranked #169 in the QS World University Rankings 2025. It...
Composite
19.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
211
University of Florida Emerging human only
The University of Florida (UF) is a public land-grant research university in Gainesville, Florida, United States, and ranks #215 in the QS World University R...
Composite
19.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
212
University of Pittsburgh Emerging human only
The University of Pittsburgh is a public research university in Pittsburgh, Pennsylvania, United States, ranked #271 in the QS World University Rankings 2025...
Composite
19.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
213
University of Sydney Emerging human only
The University of Sydney is Australia's first university, founded in 1850, and is ranked #32 in the QS World University Rankings 2025. Its public digital foo...
Composite
19.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
214
University of Toronto Emerging human only
The University of Toronto is Canada's leading public research university, ranked #26 in the QS World University Rankings 2025. Its public developer and API f...
Composite
19.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
215
École des Ponts ParisTech Emerging human only
École des Ponts ParisTech (École nationale des ponts et chaussées, ENPC) is a leading French public engineering grande école based in Champs-sur-Marne, ranke...
Composite
19.1
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 19.1/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
216
Tel Aviv University Emerging human only
Tel Aviv University (TAU) is Israel's largest public research university, located in Tel Aviv, and is ranked #209 in the QS World University Rankings 2025. T...
Composite
18.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
217
University of Bern Emerging 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
18.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
218
University of Campinas Emerging human only
The University of Campinas (Universidade Estadual de Campinas, Unicamp) is a public research university in Campinas, São Paulo, Brazil, ranked #232 in the QS...
Composite
18.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
219
University of Leeds Emerging human only
The University of Leeds is a public research university in Leeds, United Kingdom, ranked #60 in the QS World University Rankings 2025. With more than 34,000 ...
Composite
18.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
220
University of Waikato Emerging human only
The University of Waikato (Te Whare Wananga o Waikato) is a public research university in Hamilton, New Zealand, founded in 1964 and ranked #235 in the QS Wo...
Composite
18.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
221
Université libre de Bruxelles Emerging human only
Université libre de Bruxelles (ULB) is a major French-speaking research university in Brussels, Belgium, ranked #230 in the QS World University Rankings 2025...
Composite
18.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
6.5 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
222
University of Southern California Emerging human only
The University of Southern California (USC) is a private research university in Los Angeles, California, ranked #59 in the QS World University Rankings 2025....
Composite
18.8
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
223
University of Wollongong Emerging human only
The University of Wollongong (UOW) is a public research university based in Wollongong, New South Wales, Australia, ranked #167 in the QS World University Ra...
Composite
18.8
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.8/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
224
Boston University Emerging human only
Boston University is a private research university in Boston, Massachusetts, chartered in 1869, ranked #88 in the QS World University Rankings 2025. It serve...
Composite
18.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
225
Curtin University Emerging human only
Curtin University is a public research university based in Perth, Western Australia, and is ranked #174 in the QS World University Rankings 2025. Curtin oper...
Composite
18.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
226
Sapienza University of Rome Emerging human only
Sapienza University of Rome (Sapienza Università di Roma) is Italy's largest university and ranked #132 in the QS World University Rankings 2025. Its public ...
Composite
18.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
227
University of Gothenburg Emerging human only
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
18.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
228
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 and ranked #173 in the QS Wo...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
229
Indian Institute of Technology Kharagpur Emerging human only
Indian Institute of Technology Kharagpur (IIT Kharagpur / IIT KGP) is a public technical and research university in West Bengal, India, and the first of the ...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
4.4 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
230
Massey University Emerging human only
Massey University is a public research university in New Zealand with campuses in Palmerston North, Wellington, and Auckland, ranked #239 in the QS World Uni...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
231
Pohang University of Science and Technology Emerging human only
Pohang University of Science and Technology (POSTECH) is a private research university in Pohang, South Korea, founded in 1986 by the steelmaker POSCO and ra...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
232
Seoul National University Emerging human only
Seoul National University (SNU) is South Korea's flagship national research university, located in Seoul, and is ranked #34 in the QS World University Rankin...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
233
Universiti Kebangsaan Malaysia Emerging human only
Universiti Kebangsaan Malaysia (UKM), The National University of Malaysia, is a public research university in Bangi, Selangor, ranked #138 in the QS World Un...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
234
University of Los Andes Colombia Emerging human only
Universidad de los Andes (Uniandes) is a private research university in Bogota, Colombia, founded in 1948, and ranked #179 in the QS World University Ranking...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
235
University of Navarra Emerging human only
The University of Navarra (Universidad de Navarra) is a private research university founded in 1952, headquartered in Pamplona, Spain, with additional campus...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
236
University of Reading Emerging human only
The University of Reading is a public research university in Reading, England, ranked #172 in the QS World University Rankings 2025. Its public, machine-read...
Composite
18.6
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.6/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
6.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
237
Khalifa University Emerging human only
Khalifa University of Science and Technology is a research-intensive university in Abu Dhabi, United Arab Emirates, ranked #202 in the QS World University Ra...
Composite
18.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
238
Sungkyunkwan University Emerging human only
Sungkyunkwan University (SKKU) is a private research university in Seoul and Suwon, South Korea, with roots dating to 1398, and is ranked #123 in the QS Worl...
Composite
18.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
239
University of Copenhagen Emerging human only
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
18.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
240
University of Twente Emerging human only
The University of Twente (Universiteit Twente, UT), founded in 1961 in Enschede, Netherlands, is a public technical research university and ranks #233 in the...
Composite
18.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 18.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
241
Hebrew University of Jerusalem Emerging human only
The Hebrew University of Jerusalem (HUJI) is Israel's leading research university, ranked #272 in the QS World University Rankings 2025. It operates multiple...
Composite
17.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
242
Indian Institute of Technology Madras Emerging human only
Indian Institute of Technology Madras (IIT Madras) is a public technical and research university in Chennai, India, ranked #227 in the QS World University Ra...
Composite
17.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.4 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
243
Queensland University of Technology Emerging human only
Queensland University of Technology (QUT) is a public research university based in Brisbane, Australia, ranked #213 in the QS World University Rankings 2025....
Composite
17.9
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.9/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Regulatory · Government & Public Sector
3.1 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
244
Autonomous University of Barcelona Emerging human only
The Autonomous University of Barcelona (Universitat Autònoma de Barcelona, UAB) is a public research university in Bellaterra, near Barcelona, Spain, founded...
Composite
17.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
245
Heriot-Watt University Emerging human only
Heriot-Watt University is a public research university based in Edinburgh, Scotland, with additional campuses in the Scottish Borders, Orkney, Dubai, and Mal...
Composite
17.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
246
UCSI University Emerging human only
UCSI University is a private, multi-campus university in Malaysia (Kuala Lumpur, Terengganu and Sarawak) ranked #265 in the QS World University Rankings 2025...
Composite
17.7
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.7/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
2.7 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
247
Queen Mary University of London Emerging human only
Queen Mary University of London (QMUL) is a public research university in London, United Kingdom, and a member of the Russell Group, ranked #120 in the QS Wo...
Composite
17.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
248
Tianjin University Emerging human only
Tianjin University (TJU) is a national public research university in Tianjin, China, founded in 1895 as Peiyang University and recognized as the oldest moder...
Composite
17.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
249
Wuhan University Emerging human only
Wuhan University (WHU), founded in 1893 and located in Wuhan, Hubei, China, is one of China's oldest and most prestigious comprehensive research universities...
Composite
17.4
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 17.4/100 · emerging
Contract Quality
3.2 / 25
Developer Ergonomics
0.0 / 20
Commercial Clarity
5.8 / 20
Operational Transparency
3.4 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
250
Capella University Emerging human only
'Capella University is an accredited online university owned by Strategic
Composite
15.2
Agent
0.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 15.2/100 · emerging
Contract Quality
0.0 / 25
Developer Ergonomics
1.3 / 20
Commercial Clarity
8.9 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP 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
Minimal 4 0–14.9 Index entry only; little beyond a description and a link.
251
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
9.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 9.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
1.6 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
1.7 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
252
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
9.5
Agent
3.2
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 9.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
1.6 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.9 / 10
Regulatory · Government & Public Sector
1.7 / 15
Agent readiness — 3/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP Server
0 / 12
Machine-Readable Auth
0 / 10
Idempotency
0 / 9
Stable Error Semantics
0 / 8
Request/Response Examples
0 / 7
Rate-Limit Signaling
7 / 7
Typed Event Surface
0 / 6
Agent Skills
0 / 5
Well-Known Catalog
0 / 4
Consent & Bot Identity
0 / 3
A2A Agent Card
0 / 8
Dry-Run / Simulate Mode
0 / 4
253
Apollo Education Group Minimal human only
Apollo Education Group is a private education provider that operates the University of Phoenix and other institutions offering associate's, bachelor's, maste...
Composite
6.7
Agent
0.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 6.7/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.0 / 13
Governance
0.0 / 12
Discoverability
5.0 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP 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
254
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
6.5
Agent
0.0
Kin Score
How this is scored →scored 2026-07-28 · rubric v0.6
Composite quality — 6.5/100 · minimal
Contract Quality
0.0 / 25
Developer Ergonomics
1.7 / 20
Commercial Clarity
0.0 / 20
Operational Transparency
0.7 / 13
Governance
0.0 / 12
Discoverability
4.1 / 10
Agent readiness — 0/100 · human only
Machine-Readable Contract
0 / 18
Agentic Access Contract
0 / 10
MCP 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