emerging · 1.2

Equipment

Score 23.6 / 100 51 providers 46 APIs Search apis.io →
Business capabilities this tag reaches
Construction & Field Delivery Management 1 Information Technology Management 1 Fleet & Mobile Asset Management 1 Physical Asset Management 1 Airline Flight Operations Management 1
Variants seen in the corpus: Equipmentequipment

Providers using this tag (51)

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

Strong 2 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 16 Limited public surface area
Emerging 19 Early or largely undocumented
Minimal 1 Almost no public developer surface

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 →

Strong 1 Solid coverage with minor gaps
Developing 10 Usable, with meaningful gaps to close
Thin 14 Limited public surface area
Emerging 9 Early or largely undocumented

Score breakdown

Frequency
62.9
log-scaled weighted occurrences
Breadth
1.4
spread across providers
Quality lift
37.9
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

prize 11 co-occurrences award 10 co-occurrences journal 11 co-occurrences thesaurus 10 co-occurrences concept 10 co-occurrences course 10 co-occurrences specialization 9 co-occurrences semester 9 co-occurrences

Where this tag comes from

Provider tag13
Api tag45
Openapi tag29
Openapi op tag401

Cohort brief

Auto-generated

The 51 providers in the APIs.io catalog tagged Equipment, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
51
all scored
Mean Kin Score
31.8
+11.1 vs catalog 20.7
Mean Agent Readiness
18
+8.3 vs catalog 9.7
Spread
5–58.7
median 34 · σ 13.1
How the 51 split by band
Exemplar 0Strong 2Developing 10Thin 23Emerging 14Minimal 2
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 40.7 17.5 +23.2 51
Access Clarity 31 22.3 +8.7 51
Operational Transparency 17.8 11.3 +6.5 51
Developer Ergonomics 23.7 17.9 +5.8 51
Discoverability 65.8 60.4 +5.4 51
Contract Governance 11.3 6.4 +4.9 51

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) 10% 16% -6
MCP server (first-party) 2% 7% -5
Agent Skills 0% 0% 0
OAuth scopes 12% 9% +3
Security 100% 88% +12
Arazzo workflows 0% 2% -2
Governance rules 53% 13% +40

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 Cisco Intersight 58.7
  2. 2 SolarEdge 57.3
  3. 3 ServiceTitan 53.5
  4. 4 Validere 48.1
  5. 5 tread.io 48
  6. 6 University of Manchester 47.8
  7. 7 Maersk 47.7
  8. 8 Humaans 46.7
  9. 9 Cenevo 45.8
  10. 10 University of California, Davis 45.3
Top by Agent Readiness
  1. 1 Validere 37.2
  2. 2 Cisco Intersight 34
  3. 3 Cenevo 32.5
  4. 4 University of Groningen 30.9
  5. 5 tread.io 29.6
  6. 6 Labguru 27.3
  7. 7 SolarEdge 26.3
  8. 8 United States Coast Guard 25.8
  9. 9 Aarhus University 25.5
  10. 10 City University of Hong Kong 25.5
All 51 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

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

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