emerging · 0.6 marketcapability domainresource

Data Platform

Score 21.5 / 100 55 providers +4 via APIs 8 APIs Search apis.io →

Providers using this tag (55)

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

Exemplar 3 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 16 Usable, with meaningful gaps to close
Thin 7 Limited public surface area
Emerging 15 Early or largely undocumented
Minimal 8 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (8)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 2 Complete, well-documented, and agent-ready
Developing 3 Usable, with meaningful gaps to close
Thin 2 Limited public surface area
Emerging 1 Early or largely undocumented

Companies reaching this through an API (4)

These companies publish an API, specification or operation carrying “Data Platform” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Arizona State University Columbia University Microsoft Power Platform APIs Taxi - Describe How Your APIs and Data Relate

Score breakdown

Frequency
49.3
log-scaled weighted occurrences
Breadth
1.4
spread across providers
Quality lift
40.3
mean composite of providers using it
Cohesion
4.8
strength of nearest seed neighbor

Related tags

ETL 6 co-occurrences Data Integration 6 co-occurrences Connectors 5 co-occurrences Genomics 5 co-occurrences Services 6 co-occurrences Organization 11 co-occurrences Database 6 co-occurrences Project 9 co-occurrences

Where this tag comes from

Provider tag55
Api tag8

Cohort brief

Auto-generated

The 52 providers in the APIs.io catalog tagged Data Platform, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
52
of 55 in the catalog
Mean Kin Score
33.9
+11.0 vs catalog 22.9
Mean Agent Readiness
16.2
+4.3 vs catalog 11.9
Spread
3.4–72.7
median 34.5 · σ 18.6
How the 52 split by band
Exemplar 3Strong 4Developing 17Thin 7Emerging 15Minimal 6
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 39.9 23.2 +16.7 52
Access Clarity 38.9 26.5 +12.4 52
Operational Transparency 21.1 13.7 +7.4 52
Contract Quality 24.3 17.6 +6.7 52
Contract Governance 12.5 6.3 +6.2 52
Discoverability 62.9 58.1 +4.8 52

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) 30% 14% +16
MCP server (first-party) 28% 12% +16
Agent Skills 0% 0% 0
OAuth scopes 17% 11% +6
Security 98% 98% 0
Arazzo workflows 4% 2% +2
Governance rules 15% 14% +1

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. 1 Prisma 72.7
  2. 2 Cloudera 70.3
  3. 3 Progress Software 68.9
  4. 4 Vendia 64.7
  5. 5 Foxglove Technologies 59.4
  6. 6 One Codex 55.8
  7. 7 Timescale 54.9
  8. 8 Dataiku 53.3
  9. 9 30MHz 51.4
  10. 10 TetraScience 50.4
Top by Agent Readiness
  1. 1 Prisma 54.2
  2. 2 Progress Software 45
  3. 3 Keboola 38.4
  4. 4 Vendia 38.3
  5. 5 Foxglove Technologies 35.9
  6. 6 Genialis 34.4
  7. 7 Events.com 32.7
  8. 8 Weka 31.1
  9. 9 Loop 30.7
  10. 10 One Codex 29.6
All 55 members of this roster resolve to a provider in the catalog; 52 carry a score (95%). The figures above describe the scored members only.
Coverage caveat. 45 of 52 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.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

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

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