emerging · 0.0 market industry

Private Research University

Score 20.6 / 100 25 providers 0 APIs Search apis.io →

Providers using this tag (25)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Developing 7 Usable, with meaningful gaps to close
Thin 13 Limited public surface area
Emerging 5 Early or largely undocumented

APIs with this tag (0)

No API pages are linked for this tag yet. Search apis.io →

Score breakdown

Frequency
39.1
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
40.1
mean composite of providers using it
Cohesion
17.8
strength of nearest seed neighbor

Related tags

Association of American Universities 7 co-occurrences Institutional Repository 14 co-occurrences Persistent Identifiers 12 co-occurrences Shibboleth 21 co-occurrences Registrar 6 co-occurrences ROR 11 co-occurrences DSpace 11 co-occurrences

Where this tag comes from

Provider tag25

Cohort brief

Auto-generated

The 25 providers in the APIs.io catalog tagged Private Research University, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
25
all scored
Mean Kin Score
32.7
+9.7 vs catalog 23
Mean Agent Readiness
19.5
+7.3 vs catalog 12.2
Spread
16.6–50.3
median 31.8 · σ 7.7
How the 25 split by band
Exemplar 0Strong 0Developing 7Thin 13Emerging 5Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 34.5 17.8 +16.7 25
Access Clarity 37.7 26.5 +11.2 25
Operational Transparency 21.2 13.8 +7.4 25
Developer Ergonomics 30.4 23.3 +7.1 25
Discoverability 62 58 +4 25
Contract Governance 6.9 6.3 +0.6 25

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
ArtifactThis cohortCatalogDifference
MCP server (any) 0% 15% -15
MCP server (first-party) 0% 13% -13
Agent Skills 0% 0% 0
OAuth scopes 24% 12% +12
Security 100% 98% +2
Arazzo workflows 0% 2% -2
Governance rules 40% 13% +27

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.

All 25 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 26 September 2026, across 27598 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.

MCP server

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https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag
curl "https://apis.io/api/v1/tags/private-research-university"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/private-research-university"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/private-research-university/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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