niche · -1.2 capability resource

Document AI

Score 17.0 / 100 29 providers +2 via APIs 5 APIs Search apis.io →

Providers using this tag (29)

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

Strong 3 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 10 Limited public surface area
Emerging 6 Early or largely undocumented
Minimal 2 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (5)

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

Companies reaching this through an API (2)

These companies publish an API, specification or operation carrying “Document AI” 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.

Cognite Oracle

Score breakdown

Frequency
39.4
log-scaled weighted occurrences
Breadth
0.4
spread across providers
Quality lift
34.2
mean composite of providers using it
Cohesion
1.4
strength of nearest seed neighbor

Related tags

Intelligent Document Processing 14 co-occurrences OCR 12 co-occurrences Classification 5 co-occurrences Data Extraction 9 co-occurrences Workflows 10 co-occurrences REST 10 co-occurrences Documents 7 co-occurrences File 6 co-occurrences

Where this tag comes from

Provider tag29
Api tag5
Openapi tag1
Openapi op tag2

Cohort brief

Auto-generated

The 28 providers in the APIs.io catalog tagged Document AI, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
28
of 29 in the catalog
Mean Kin Score
34.2
+10.1 vs catalog 24.1
Mean Agent Readiness
23.5
+9.4 vs catalog 14.1
Spread
3–55.7
median 33.2 · σ 14.3
How the 28 split by band
Exemplar 0Strong 3Developing 7Thin 10Emerging 6Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 36.9 18.6 +18.3 28
Developer Ergonomics 35.4 24.5 +10.9 28
Discoverability 69 59.1 +9.9 28
Operational Transparency 20.5 13.2 +7.3 28
Contract Governance 14.5 9.7 +4.8 28
Access Clarity 34.3 30 +4.3 28

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) 24% 18% +6
MCP server (first-party) 31% 16% +15
Agent Skills 0% 0% 0
OAuth scopes 14% 13% +1
Security 97% 99% -2
Arazzo workflows 3% 1% +2
Governance rules 69% 36% +33

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 Nanonets 55.7
  2. 2 Instabase 54.7
  3. 3 Azure AI Document Intelligence 54.5
  4. 4 DocuPipe 53.1
  5. 5 ParseForMe 52.5
  6. 6 Luminary 49.5
  7. 7 Indico Data 49.3
  8. 8 SchemaExtract 43.5
  9. 9 Upstage 43.2
  10. 10 Docspeed 40.6
Top by Agent Readiness
  1. 1 Extend 59.4
  2. 2 Anvil 57.9
  3. 3 Nanonets 53
  4. 4 ParseForMe 36.1
  5. 5 Docspeed 35.9
  6. 6 Parseflow 31.6
  7. 7 Luminary 31.1
  8. 8 Sensible 31
  9. 9 Instabase 30.7
  10. 10 SchemaExtract 29.7
All 29 members of this roster resolve to a provider in the catalog; 28 carry a score (97%). The figures above describe the scored members only.
Coverage caveat. 21 of 28 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 14 November 2026, across 41591 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

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