niche · 0.1 capabilitymarket actiondomain

Log Management

Score 18.1 / 100 26 providers 8 APIs Search apis.io →

Providers using this tag (26)

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

Strong 4 Solid coverage with minor gaps
DatadogAnalyticsDashboardsMonitoringPlatform6 APIs58.5OracleCloudDatabaseEnterpriseInfrastructure161 APIs56.3VMwareCloud ComputingContainer ManagementHybrid CloudInfrastructure1 API55.7PantherCompanySecuritySIEMDetection and Response1 API54.8
Developing 6 Usable, with meaningful gaps to close
MezmoObservabilityLogsTelemetryTelemetry Pipeline7 APIs54.2SolarWindsApplication MonitoringDatabase MonitoringInfrastructureIP Address Management5 APIs53.6AxiomAnalyticsLoggingObservability15 APIs45.6QuickwitSearchObservabilityFull-Text Search1 API45.1Google Cloud ChronicleIncident ResponseSecurity AnalyticsSecurity Operations1 API42.4AxiomObservabilityEvent DataLogs1 API40.5
Thin 3 Limited public surface area
DevoCompanyCybersecuritySIEMSecurity6 APIs34.5LogglyCompanyDeveloper ToolsLogging2 APIs34.2ExabeamCompanyCybersecuritySecuritySIEM13 APIs30.2
Emerging 7 Early or largely undocumented
MiddlewareAI OperationsAPMAPI MonitoringContainer Monitoring1 API25.3Software Development LifecycleDevelopment ProcessProject ManagementQuality AssuranceSoftware Engineering7 APIs25.0IBM QRadar Security Intelligence PlatformAnalyticsSecuritySIEM2 APIs20.7GraylogLoggingObservabilitySIEM1 API20.1Radiant SecurityCompanySecurityCybersecuritySecurity Operations18.6LogstashData ProcessingETLPipeline1 API18.5HumioCompanyBig DataObservability1 API16.0
Minimal 6 Almost no public developer surface
ArcSightCompanySecuritySIEMCybersecurity7.9ScalyrCompanyObservabilityMonitoring6.3DashbaseCompanyAnalyticsSearch5.3Observo AiCompanyData PipelineObservabilitySecurity5.0SenSageCompanySecuritySIEM5.0ZebriumCompanyArtificial IntelligenceAIOpsMachine-Learning5.0

APIs with this tag (8)

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 4 Solid coverage with minor gaps
Datadog Logs Indexes APIThe Logs Indexes API allows you to manage configuration of log indexes for your organization. Log indexes d...58.5OCI Logging Analytics APICloud-based log analytics service for indexing, enriching, and aggregating log data from applications and i...56.3OCI Logging APIAPIs for centralized log management across Oracle Cloud Infrastructure, enabling ingestion, search, and ana...56.3VMware Aria Operations for Logs APIREST API for VMware Aria Operations for Logs providing programmatic access to log data ingestion, querying,...55.7
Emerging 4 Early or largely undocumented
Middleware APIThe Middleware Public API provides programmatic access to observability data including metrics, logs, trace...25.3Monitoring and Observability APIsAPIs for application performance monitoring, error tracking, log management, and distributed tracing that s...25.0QRadar REST APICore REST API for managing QRadar SIEM functionality including offenses, assets, rules, and searches.20.7Graylog REST APIGraylog provides a REST API for managing log data, streams, dashboards, alerts, users, and system configura...20.1

Score breakdown

Frequency
40.6
log-scaled weighted occurrences
Breadth
0.7
spread across providers
Quality lift
34.1
mean composite of providers using it
Cohesion
6.5
strength of nearest seed neighbor

Related tags

SIEM 12 co-occurrences Threat Detection 8 co-occurrences Logging 5 co-occurrences Observability 18 co-occurrences Monitoring 10 co-occurrences Query 5 co-occurrences DevOps 8 co-occurrences Deployment 5 co-occurrences

Where this tag comes from

Provider tag22
Api tag8

Cohort brief

Auto-generated

The 26 providers in the APIs.io catalog tagged Log Management, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
26
all scored
Mean Kin Score
28.5
+7.8 vs catalog 20.7
Mean Agent Readiness
13
+3.3 vs catalog 9.7
Spread
5–57.1
median 27.8 · σ 17.6
How the 26 split by band
Exemplar 0Strong 1Developing 7Thin 5Emerging 7Minimal 6
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 30.3 17.9 +12.4 26
Operational Transparency 20.8 11.3 +9.5 26
Access Clarity 31 22.3 +8.7 26
Contract Quality 24.9 17.5 +7.4 26
Contract Governance 8.9 6.4 +2.5 26
Discoverability 62.6 60.4 +2.2 26

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) 31% 16% +15
MCP server (first-party) 8% 7% +1
Agent Skills 0% 0% 0
OAuth scopes 12% 9% +3
Security 92% 88% +4
Arazzo workflows 8% 2% +6
Governance rules 31% 13% +18

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 Datadog 57.1
  2. 2 Panther 54
  3. 3 Mezmo 53.7
  4. 4 Oracle 53
  5. 5 SolarWinds 49.8
  6. 6 VMware 47.7
  7. 7 Axiom 43.2
  8. 8 Google Cloud Chronicle 42.9
  9. 9 Axiom 38.7
  10. 10 Quickwit 36.2
Top by Agent Readiness
  1. 1 Oracle 41.9
  2. 2 Datadog 38.3
  3. 3 Panther 30.8
  4. 4 SolarWinds 28.4
  5. 5 Axiom 25.4
  6. 6 Axiom 24.8
  7. 7 Google Cloud Chronicle 24.8
  8. 8 VMware 24.8
  9. 9 Mezmo 23.2
  10. 10 Quickwit 19.8
All 26 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.

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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 →

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As a scored cohort 
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The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/log-management/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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