niche · 0.0 capabilitymarket actiondomain

IT Operations

Score 19.0 / 100 42 providers +1 via APIs 4 APIs Search apis.io →

Providers using this tag (42)

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 10 Usable, with meaningful gaps to close
Thin 6 Limited public surface area
Emerging 13 Early or largely undocumented
Minimal 7 Almost no public developer surface
Unrated 1 Not yet scored

APIs with this tag (4)

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 2 Solid coverage with minor gaps
Developing 1 Usable, with meaningful gaps to close
Emerging 1 Early or largely undocumented

Companies reaching this through an API (1)

These companies publish an API, specification or operation carrying “IT Operations” 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.

ServiceNow

Score breakdown

Frequency
45.4
log-scaled weighted occurrences
Breadth
1.2
spread across providers
Quality lift
34.1
mean composite of providers using it
Cohesion
3.7
strength of nearest seed neighbor

Related tags

AIOps 9 co-occurrences Incident Management 7 co-occurrences Configuration Management 5 co-occurrences ITSM 5 co-occurrences Incidents 5 co-occurrences Device Management 5 co-occurrences Monitoring 13 co-occurrences Observability 12 co-occurrences

Where this tag comes from

Provider tag42
Api tag4

Cohort brief

Auto-generated

The 38 providers in the APIs.io catalog tagged IT Operations, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
38
all scored
Mean Kin Score
32
+8 vs catalog 24
Mean Agent Readiness
16.8
+4.4 vs catalog 12.4
Spread
5–69.9
median 32.3 · σ 17.9
How the 38 split by band
Exemplar 1Strong 4Developing 10Thin 6Emerging 13Minimal 4
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Access Clarity 39.6 26.5 +13.1 38
Developer Ergonomics 32.8 23.4 +9.4 38
Operational Transparency 22.7 14 +8.7 38
Contract Quality 26.8 20.1 +6.7 38
Contract Governance 11.5 6.5 +5 38
Discoverability 64.9 61 +3.9 38

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) 26% 10% +16
MCP server (first-party) 26% 13% +13
Agent Skills 0% 0% 0
OAuth scopes 18% 11% +7
Security 97% 96% +1
Arazzo workflows 0% 2% -2
Governance rules 13% 13% 0

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 BigPanda 69.9
  2. 2 Red Hat Ansible Automation Platform 63
  3. 3 Moogsoft 59.3
  4. 4 Iru 58.2
  5. 5 ScienceLogic 56.8
  6. 6 7SIGNAL 52.7
  7. 7 JAMF 48.3
  8. 8 ilert 47
  9. 9 NinjaOne 46.9
  10. 10 Cutover 45.9
Top by Agent Readiness
  1. 1 7SIGNAL 53.4
  2. 2 BigPanda 52.8
  3. 3 ScienceLogic 49.6
  4. 4 Moogsoft 45.8
  5. 5 NinjaOne 37.9
  6. 6 Iru 35.7
  7. 7 Red Hat Ansible Automation Platform 32.7
  8. 8 BetterCloud 30.6
  9. 9 Nexthink 29
  10. 10 Datto 27.2
All 42 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 20 September 2026, across 27620 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/it-operations"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/it-operations"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/it-operations/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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