Data Infrastructure
Providers using this tag (36)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Developing 8 Usable, with meaningful gaps to close
Emerging 2 Early or largely undocumented
Minimal 14 Almost no public developer surface
Unrated 1 Not yet scored
APIs with this tag (1)
Score breakdown
Related tags
Where this tag comes from
Cohort brief
Auto-generatedThe 34 providers in the APIs.io catalog tagged Data Infrastructure, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Developer Ergonomics | 39.2 | 23.2 | +16 | 34 |
| Discoverability | 62.9 | 58.1 | +4.8 | 34 |
| Operational Transparency | 18.3 | 13.7 | +4.6 | 34 |
| Contract Quality | 21.6 | 17.6 | +4 | 34 |
| Contract Governance | 8.5 | 6.3 | +2.2 | 34 |
| Access Clarity | 27.4 | 26.5 | +0.9 | 34 |
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.
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 23% | 14% | +9 |
| MCP server (first-party) | 20% | 12% | +8 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 14% | 11% | +3 |
| Security | 100% | 98% | +2 |
| Arazzo workflows | 3% | 2% | +1 |
| Governance rules | 3% | 14% | -11 |
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.
Coverage caveat. 32 of 34 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.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.