emerging · 0.0

Data Management

Score 20.9 / 100 74 providers +26 via APIs 38 APIs Search apis.io →
Variants seen in the corpus: Data ManagementDataManagement

Providers using this tag (74)

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

Strong 5 Solid coverage with minor gaps
Developing 17 Usable, with meaningful gaps to close
Thin 15 Limited public surface area
Emerging 24 Early or largely undocumented
Minimal 10 Almost no public developer surface
Unrated 3 Not yet scored

APIs with this tag (38)

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 4 Complete, well-documented, and agent-ready
Strong 6 Solid coverage with minor gaps
Developing 11 Usable, with meaningful gaps to close
Thin 7 Limited public surface area
Emerging 6 Early or largely undocumented
Minimal 4 Almost no public developer surface

Companies reaching this through an API (26)

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 Cadasto Cohere Conga Cradle Datorama DNAnexus Dynatrace Eliq Filebase Honeycomb IBM Lonti MapQuest Northern Trust Oracle Fusion Cloud Applications Oracle Planning Screenpipe Snowflake UBIX Labs Visage Imaging VMware WorkFusion Zurich Insurance

Score breakdown

Frequency
56.5
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
31.6
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

Enterprise Storage 8 co-occurrences Cloud Storage 9 co-occurrences Storage 20 co-occurrences Hybrid Cloud 7 co-occurrences Data Protection 9 co-occurrences Backup 8 co-occurrences Data Governance 9 co-occurrences Object Storage 7 co-occurrences

Where this tag comes from

Provider tag74
Api tag38
Openapi tag5
Openapi op tag16

Cohort brief

Auto-generated

The 66 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
66
all scored
Mean Kin Score
29.4
+5.5 vs catalog 23.9
Mean Agent Readiness
15.3
+3.3 vs catalog 12
Spread
3.3–66.1
median 29.8 · σ 16.3
How the 66 split by band
Exemplar 0Strong 5Developing 17Thin 15Emerging 23Minimal 6
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 36.2 23.4 +12.8 66
Access Clarity 32.9 26.5 +6.4 66
Contract Governance 10.8 6.4 +4.4 66
Discoverability 65.4 61.2 +4.2 66
Operational Transparency 16.3 14 +2.3 66
Contract Quality 21.8 19.8 +2 66

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) 25% 10% +15
MCP server (first-party) 22% 13% +9
Agent Skills 0% 0% 0
OAuth scopes 19% 11% +8
Security 94% 97% -3
Arazzo workflows 4% 2% +2
Governance rules 20% 14% +6

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 66.1
  2. 2 Nasuni 61.7
  3. 3 Microsoft SQL Server 59.6
  4. 4 Salsify 56.1
  5. 5 Amazon DataZone 55.9
  6. 6 Acceldata 53.7
  7. 7 TileDB 53.3
  8. 8 SIMBA Chain 52.3
  9. 9 DataLoop 49.7
  10. 10 SAP 49.3
Top by Agent Readiness
  1. 1 Acceldata 56.3
  2. 2 Salsify 53.4
  3. 3 Ryft 42.6
  4. 4 Cohesity 41.7
  5. 5 StorONE 41.4
  6. 6 SIMBA Chain 39.4
  7. 7 Veeam 38.4
  8. 8 Amazon FinSpace 37.1
  9. 9 Nasuni 36.7
  10. 10 Skyvia 36.4
All 74 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

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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