Public Research University
Providers using this tag (71)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Strong 4 Solid coverage with minor gaps
Developing 38 Usable, with meaningful gaps to close
Uppsala UniversityUniversity of California, Santa BarbaraUniversity of MinnesotaUniversity of BonnUniversity of British ColumbiaPennsylvania State UniversityPurdue UniversityUniversity of Texas at AustinKU LeuvenUniversity of California, Los AngelesUniversity of TokyoUniversity of CampinasUniversity of AmsterdamUniversity of Illinois Urbana-ChampaignUniversity of California, DavisGeorgia Institute of TechnologyUniversity of WashingtonUniversity of LisbonUniversity of AucklandUniversity of OttawaPeking UniversityMcGill UniversityUniversity of CalgaryNational Tsing Hua UniversityUniversité de MontréalUniversity of Maryland College ParkAalto UniversityTexas A&M UniversityNanyang Technological UniversityUniversity College DublinUniversity of FloridaKing Saud UniversityCardiff UniversityUniversity of California, San FranciscoUniversity of Cape TownUniversity of ViennaMichigan State UniversityUniversity of Pittsburgh
Thin 27 Limited public surface area
University of GöttingenMaastricht UniversityKyushu UniversityVictoria University of WellingtonUniversity of California, BerkeleyUnited Arab Emirates UniversityHebrew University of JerusalemUniversiti Sains MalaysiaUniversity of TorontoTohoku UniversityUniversity of GenevaNational University of ColombiaArizona State UniversityUniversity of St AndrewsUniversity of SussexUniversity of WollongongUniversity of BernUniversity of ZurichVrije Universiteit AmsterdamComplutense University of MadridUniversity of PaduaUniversitat Pompeu FabraOhio State UniversityUniversiti Teknologi MalaysiaUniversity of North Carolina at Chapel HillQueen's University at KingstonUniversiti Putra Malaysia
Emerging 2 Early or largely undocumented
APIs with this tag (0)
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Score breakdown
Frequency
50.7
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
46.5
mean composite of providers using it
Cohesion
34.4
strength of nearest seed neighbor
Related tags
OAI-PMH 65 co-occurrences
Research Data 58 co-occurrences
University 71 co-occurrences
Course Catalog 37 co-occurrences
Shibboleth 52 co-occurrences
Institutional Repository 31 co-occurrences
SAML 67 co-occurrences
Where this tag comes from
Provider tag71
Cohort brief
Auto-generatedThe 71 providers in the APIs.io catalog tagged Public Research University, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
71
all scored
Mean Kin Score
41
+16.6 vs catalog 24.4
Mean Agent Readiness
20.4
+7.7 vs catalog 12.7
Spread
16.1–59.2
median 42.3 · σ 9.3
How the 71 split by band
Exemplar 0Strong 4Developing 38Thin 27Emerging 2Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 40.8 | 20.4 | +20.4 | 71 |
| Access Clarity | 44.6 | 27.2 | +17.4 | 71 |
| Contract Governance | 16.4 | 6.6 | +9.8 | 71 |
| Operational Transparency | 23 | 14.4 | +8.6 | 71 |
| Developer Ergonomics | 32 | 23.8 | +8.2 | 71 |
| Discoverability | 66.3 | 61.4 | +4.9 | 71 |
A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.
What this cohort publishes
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 0% | 11% | -11 |
| MCP server (first-party) | 0% | 13% | -13 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 44% | 12% | +32 |
| Security | 100% | 96% | +4 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 58% | 13% | +45 |
mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.
Top by Kin Score
- 1 University of Michigan-Ann Arbor 59.2
- 2 University of California, San Diego 56.9
- 3 University of Wisconsin-Madison 56
- 4 University of Macau 54.7
- 5 Uppsala University 54.1
- 6 University of California, Santa Barbara 53.6
- 7 University of Minnesota 53.6
- 8 University of Bonn 53.4
- 9 University of British Columbia 53.3
- 10 Pennsylvania State University 51.9
Top by Agent Readiness
- 1 University of Amsterdam 33.5
- 2 University of California, San Francisco 33.3
- 3 University of Calgary 32.4
- 4 University of Wisconsin-Madison 31.7
- 5 University of Ottawa 30.4
- 6 Aalto University 30.4
- 7 University of Michigan-Ann Arbor 30
- 8 University of Macau 30
- 9 University of Tokyo 30
- 10 Peking University 30
All 71 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
21 September 2026, across 27638
providers, using the same computation served by the
APIs.io cohort API. Briefs are published for rosters of
5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.