Public Research University
Providers using this tag (71)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 32 Usable, with meaningful gaps to close
University of Michigan-Ann ArborUniversity of MacauUniversity of California, San DiegoUniversity of Wisconsin-MadisonUppsala UniversityUniversity of California, Santa BarbaraUniversity of MinnesotaUniversity of California, Los AngelesUniversity of British ColumbiaUniversity of BonnPurdue UniversityUniversity of AmsterdamPennsylvania State UniversityKU LeuvenUniversity of Texas at AustinUniversity of TokyoUniversity of California, DavisUniversity of WashingtonUniversity of AucklandUniversity of CampinasUniversity of Illinois Urbana-ChampaignGeorgia Institute of TechnologyUniversity of LisbonMcGill UniversityUniversity of OttawaUniversity of ViennaAalto UniversityPeking UniversityUniversity of CalgaryNational Tsing Hua UniversityUniversity of FloridaTexas A&M University
Thin 33 Limited public surface area
University of Maryland College ParkUniversité de MontréalNanyang Technological UniversityUniversity College DublinCardiff UniversityKing Saud UniversityUniversity of Cape TownUniversity of California, San FranciscoMichigan State UniversityUniversity of PittsburghKyushu UniversityUniversity of GöttingenUniversiti Sains MalaysiaUniversity of California, BerkeleyVictoria University of WellingtonMaastricht UniversityUniversity of GenevaUnited Arab Emirates UniversityUniversity of TorontoHebrew University of JerusalemNational University of ColombiaArizona State UniversityUniversity of St AndrewsUniversity of WollongongComplutense University of MadridUniversity of SussexUniversity of PaduaUniversity of ZurichVrije Universiteit AmsterdamUniversity of BernOhio State UniversityUniversitat Pompeu FabraUniversiti Teknologi Malaysia
APIs with this tag (0)
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Score breakdown
Frequency
51.0
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
45.5
mean composite of providers using it
Cohesion
33.6
strength of nearest seed neighbor
Related tags
OAI-PMH 65 co-occurrences
University 71 co-occurrences
Course Catalog 37 co-occurrences
Research Data 58 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
37
+14.1 vs catalog 22.9
Mean Agent Readiness
20
+8.1 vs catalog 11.9
Spread
15.5–52.6
median 38.2 · σ 8.4
How the 71 split by band
Exemplar 0Strong 0Developing 32Thin 33Emerging 6Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 37.7 | 17.6 | +20.1 | 71 |
| Access Clarity | 43 | 26.5 | +16.5 | 71 |
| Contract Governance | 15.8 | 6.3 | +9.5 | 71 |
| Developer Ergonomics | 32 | 23.2 | +8.8 | 71 |
| Operational Transparency | 21.4 | 13.7 | +7.7 | 71 |
| Discoverability | 65 | 58.1 | +6.9 | 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% | 14% | -14 |
| MCP server (first-party) | 0% | 12% | -12 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 44% | 11% | +33 |
| Security | 100% | 98% | +2 |
| Arazzo workflows | 0% | 2% | -2 |
| Governance rules | 56% | 14% | +42 |
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 52.6
- 2 University of Macau 51.3
- 3 University of California, San Diego 51
- 4 University of Wisconsin-Madison 49.5
- 5 Uppsala University 49.4
- 6 University of Minnesota 48
- 7 University of California, Los Angeles 47.9
- 8 University of California, Santa Barbara 47.7
- 9 University of British Columbia 47.6
- 10 University of Bonn 47.5
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
5 October 2026, across 29093
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.