emerging · 0.5 marketcapability industrydomainschemaresource

Data Management

Score 21.4 / 100 77 providers +23 via APIs 34 APIs Search apis.io →

Providers using this tag (77)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 8 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 15 Limited public surface area
Emerging 23 Early or largely undocumented
Minimal 15 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (34)

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 6 Complete, well-documented, and agent-ready
Strong 2 Solid coverage with minor gaps
Developing 9 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 7 Early or largely undocumented
Minimal 4 Almost no public developer surface

Companies reaching this through an API (23)

These companies publish an API, specification or operation carrying “Data Management” 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.

Adobe Campaign Alere Ariba Cohere Conga Cradle Datorama DNAnexus Dynatrace Filebase IBM Lonti MapQuest Northern Trust Oracle Fusion Cloud Applications Oracle Planning Screenpipe Snowflake UBIX Labs Visage Imaging VMware WorkFusion Zurich Insurance

Score breakdown

Frequency
56.4
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
33.8
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Enterprise Storage 8 co-occurrences Storage 22 co-occurrences Cloud Storage 9 co-occurrences Data Protection 9 co-occurrences Hybrid Cloud 7 co-occurrences Backup 8 co-occurrences Data Governance 9 co-occurrences Object Storage 7 co-occurrences

Where this tag comes from

Provider tag77
Api tag34
Openapi tag5
Openapi op tag16

Cohort brief

Auto-generated

The 69 providers in the APIs.io catalog tagged Data Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
69
all scored
Mean Kin Score
30
+7.1 vs catalog 22.9
Mean Agent Readiness
15.4
+3.5 vs catalog 11.9
Spread
3.4–69.5
median 29.1 · σ 18.3
How the 69 split by band
Exemplar 2Strong 8Developing 13Thin 15Emerging 22Minimal 9
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 36 23.2 +12.8 69
Access Clarity 33.5 26.5 +7 69
Discoverability 63.5 58.1 +5.4 69
Contract Governance 11.2 6.3 +4.9 69
Contract Quality 21.6 17.6 +4 69
Operational Transparency 16.4 13.7 +2.7 69

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) 29% 14% +15
MCP server (first-party) 21% 12% +9
Agent Skills 0% 0% 0
OAuth scopes 19% 11% +8
Security 97% 98% -1
Arazzo workflows 4% 2% +2
Governance rules 21% 14% +7

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 Cohesity 69.5
  2. 2 Honeycomb 66.5
  3. 3 Nasuni 64.8
  4. 4 Acceldata 64.5
  5. 5 Microsoft SQL Server 62.7
  6. 6 Teradata 59.4
  7. 7 Salsify 59
  8. 8 Amazon DataZone 56.9
  9. 9 SAP 55.4
  10. 10 TileDB 55
Top by Agent Readiness
  1. 1 Acceldata 53.8
  2. 2 Salsify 51.3
  3. 3 SAP 50.4
  4. 4 Honeycomb 45.4
  5. 5 Ryft 42.6
  6. 6 Cohesity 42.1
  7. 7 StorONE 40.1
  8. 8 SIMBA Chain 39.4
  9. 9 Veeam 38.4
  10. 10 Amazon FinSpace 37.1
All 77 members of this roster resolve to a scored provider in the catalog.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-management"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/data-management"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/data-management/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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