niche · -1.6 market domain

Incident Management

Score 19.5 / 100 57 providers +5 via APIs 13 APIs Search apis.io →

Providers using this tag (57)

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

Exemplar 3 Complete, well-documented, and agent-ready
Strong 9 Solid coverage with minor gaps
Developing 14 Usable, with meaningful gaps to close
Thin 15 Limited public surface area
Emerging 12 Early or largely undocumented
Minimal 4 Almost no public developer surface

APIs with this tag (13)

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 5 Complete, well-documented, and agent-ready
Strong 2 Solid coverage with minor gaps
Developing 1 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Emerging 3 Early or largely undocumented
Minimal 1 Almost no public developer surface

Companies reaching this through an API (5)

These companies publish an API, specification or operation carrying “Incident 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.

Datadog Orange Business Red Hat Trellix Zurich Insurance

Score breakdown

Frequency
46.8
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
37.9
mean composite of providers using it
Cohesion
0.0
strength of nearest seed neighbor

Related tags

On-Call 18 co-occurrences SRE 14 co-occurrences Incidents 25 co-occurrences Alerting 17 co-occurrences AIOps 16 co-occurrences Status Pages 11 co-occurrences Incident Response 17 co-occurrences Root Cause Analysis 9 co-occurrences

Where this tag comes from

Provider tag57
Api tag13

Cohort brief

Auto-generated

The 55 providers in the APIs.io catalog tagged Incident Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
55
of 57 in the catalog
Mean Kin Score
38.9
+14.8 vs catalog 24.1
Mean Agent Readiness
24.7
+10.6 vs catalog 14.1
Spread
3–72.7
median 36.7 · σ 17.9
How the 55 split by band
Exemplar 3Strong 9Developing 14Thin 15Emerging 11Minimal 3
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Contract Quality 37.3 18.6 +18.7 55
Developer Ergonomics 39.7 24.5 +15.2 55
Access Clarity 43.2 30 +13.2 55
Operational Transparency 24.2 13.2 +11 55
Discoverability 67.8 59.1 +8.7 55
Contract Governance 16.7 9.7 +7 55

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) 33% 18% +15
MCP server (first-party) 35% 16% +19
Agent Skills 0% 0% 0
OAuth scopes 16% 13% +3
Security 100% 99% +1
Arazzo workflows 2% 1% +1
Governance rules 67% 36% +31

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 72.7
  2. 2 FireHydrant 71.5
  3. 3 Amazon Incident Manager 71
  4. 4 Splunk Observability Cloud 65.8
  5. 5 Phare 65.6
  6. 6 Moogsoft 65.5
  7. 7 UptimeRobot 62.9
  8. 8 Aclaimant 58.7
  9. 9 Lightup 58.5
  10. 10 Antimetal 58.4
Top by Agent Readiness
  1. 1 UptimeRobot 59
  2. 2 Antimetal 55.1
  3. 3 BigPanda 54
  4. 4 Superlog 51.8
  5. 5 Incident.io 50.9
  6. 6 ScienceLogic 50.6
  7. 7 Spike.sh 49.6
  8. 8 PagerDuty 48.9
  9. 9 Phare 48.4
  10. 10 Moogsoft 43.3
All 57 members of this roster resolve to a provider in the catalog; 55 carry a score (96%). The figures above describe the scored members only.
Coverage caveat. 42 of 55 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 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

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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

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This tag
curl "https://apis.io/api/v1/tags/incident-management"
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