emerging · -0.1

Transformation

Score 22.4 / 100 25 providers 18 APIs Search apis.io →
Variants seen in the corpus: TransformationTransformations

Providers using this tag (25)

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

Exemplar 1 Complete, well-documented, and agent-ready
Strong 4 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 2 Early or largely undocumented

APIs with this tag (17)

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
Strong 3 Solid coverage with minor gaps
Developing 6 Usable, with meaningful gaps to close
Thin 5 Limited public surface area
Emerging 2 Early or largely undocumented

Score breakdown

Frequency
43.6
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
54.2
mean composite of providers using it
Cohesion
3.1
strength of nearest seed neighbor

Related tags

Destinations 5 co-occurrences Connections 7 co-occurrences Data Pipeline 5 co-occurrences Sources 5 co-occurrences Workspaces 5 co-occurrences Image 6 co-occurrences Job 7 co-occurrences Group 5 co-occurrences

Where this tag comes from

Api tag18
Provider tag8
Openapi tag8
Openapi op tag32

Cohort brief

Auto-generated

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

Providers
25
all scored
Mean Kin Score
44.7
+24.0 vs catalog 20.7
Mean Agent Readiness
27.8
+18.1 vs catalog 9.7
Spread
13.4–80.2
median 45.2 · σ 13.5
How the 25 split by band
Exemplar 1Strong 4Developing 10Thin 8Emerging 2Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 56.1 17.5 +38.6 25
Developer Ergonomics 46.6 17.9 +28.7 25
Access Clarity 42.9 22.3 +20.6 25
Operational Transparency 28.3 11.3 +17 25
Discoverability 71 60.4 +10.6 25
Contract Governance 15 6.4 +8.6 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) 32% 16% +16
MCP server (first-party) 20% 7% +13
Agent Skills 0% 0% 0
OAuth scopes 24% 9% +15
Security 100% 88% +12
Arazzo workflows 20% 2% +18
Governance rules 48% 13% +35

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 RudderStack 80.2
  2. 2 Bentley Systems 64.1
  3. 3 GoNitro 59.8
  4. 4 Bynder 59.6
  5. 5 Hookdeck 56
  6. 6 dbt 53.3
  7. 7 APIMatic 51.6
  8. 8 Duvo Ai 50.7
  9. 9 ImageKit 49.1
  10. 10 Aleph Alpha 47.9
Top by Agent Readiness
  1. 1 Duvo Ai 63.1
  2. 2 RudderStack 52
  3. 3 Bynder 40.1
  4. 4 Weld 36.8
  5. 5 Keboola 32.7
  6. 6 APIMatic 31.9
  7. 7 ImageKit 31.7
  8. 8 Hookdeck 30.9
  9. 9 Aleph Alpha 29.9
  10. 10 Cognite 29.4
All 25 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 25 August 2026, across 26891 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

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

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