niche · 0.0 capability resource

Document AI

Score 17.9 / 100 25 providers +2 via APIs 6 APIs Search apis.io →

Providers using this tag (25)

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

Strong 2 Solid coverage with minor gaps
Developing 5 Usable, with meaningful gaps to close
Thin 12 Limited public surface area
Emerging 3 Early or largely undocumented
Minimal 3 Almost no public developer surface

APIs with this tag (6)

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 →

Strong 1 Solid coverage with minor gaps
Developing 3 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Emerging 1 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
41.4
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
35.6
mean composite of providers using it
Cohesion
1.5
strength of nearest seed neighbor

Related tags

IDP 7 co-occurrences Intelligent Document Processing 6 co-occurrences OCR 11 co-occurrences Data Extraction 8 co-occurrences Classification 5 co-occurrences Workflows 10 co-occurrences Documents 6 co-occurrences File 5 co-occurrences

Where this tag comes from

Provider tag25
Api tag6
Openapi tag1
Openapi op tag2

Cohort brief

Auto-generated

The 24 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
24
all scored
Mean Kin Score
32.4
+8.5 vs catalog 23.9
Mean Agent Readiness
19
+7 vs catalog 12
Spread
2.6–58.7
median 32 · σ 13.3
How the 24 split by band
Exemplar 0Strong 2Developing 5Thin 12Emerging 3Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 33.5 19.8 +13.7 24
Access Clarity 37.4 26.5 +10.9 24
Operational Transparency 21.9 14 +7.9 24
Discoverability 68.9 61.2 +7.7 24
Developer Ergonomics 30.3 23.4 +6.9 24
Contract Governance 5 6.4 -1.4 24

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) 4% 10% -6
MCP server (first-party) 21% 13% +8
Agent Skills 0% 0% 0
OAuth scopes 17% 11% +6
Security 100% 97% +3
Arazzo workflows 4% 2% +2
Governance rules 13% 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 Nanonets 58.7
  2. 2 Instabase 55.3
  3. 3 Anvil 49
  4. 4 ParseForMe 47.2
  5. 5 Luminary 40.5
  6. 6 Tensorlake 40.2
  7. 7 Parseflow 39.4
  8. 8 V7 38.7
  9. 9 Extend 38.3
  10. 10 Zuva 36.9
Top by Agent Readiness
  1. 1 Anvil 41.7
  2. 2 Nanonets 38.1
  3. 3 Parseflow 32
  4. 4 ParseForMe 31.5
  5. 5 Instabase 31.3
  6. 6 Extend 30.9
  7. 7 Luminary 29.3
  8. 8 Azure AI Document Intelligence 24.5
  9. 9 Hyperscience 22.7
  10. 10 V7 21.5
All 25 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 15 September 2026, across 27661 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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This tag
curl "https://apis.io/api/v1/tags/document-ai"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/document-ai"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/document-ai/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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