Logging
Variants seen in the corpus:
Logginglogging
Providers using this tag (67)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 1 Complete, well-documented, and agent-ready
Strong 7 Solid coverage with minor gaps
Developing 23 Usable, with meaningful gaps to close
Thin 26 Limited public surface area
Emerging 10 Early or largely undocumented
APIs with this tag (49)
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 9 Solid coverage with minor gaps
Logz.io Archive and Restore APIConfigure long-term archive destinations (S3, ADLS, Google Cloud Storage), test connectivity, list and dele...Logz.io Drop Filters APICreate, list, activate, deactivate, and delete drop filters that discard matching events before they enter ...Logz.io Lookup Lists APICRUD for reference data used to enrich and filter logs and alerts. Customers upload lookup lists of IPs, ho...Logz.io OpenSearch Snapshots APIDrive the OpenSearch / Kibana saved-object snapshot lifecycle inside Logz.io — import and export visualizat...Logz.io Parsing Pipelines APIManage Sawmill log-type pipelines and external mapping uploads. Sawmill is Logz.io's open-source JSON trans...Logz.io Search Logs APIQuery indexed logs against the Logz.io managed Elasticsearch / OpenSearch cluster using a request body that...Confluence Audit APIAccess and manage audit log records for compliance and security tracking in Confluence Cloud.IBM Cloud LogsA scalable logging service for persisting, querying, tailing, and visualizing logs across IBM Cloud resources.Red Hat Service Logs APIAPI for receiving and maintaining logs from internal sources related to OpenShift clusters, providing centr...
Developing 15 Usable, with meaningful gaps to close
IBM WebSphere Logging APILog access and configurationOCI Logging Analytics APICloud-based log analytics service for indexing, enriching, and aggregating log data from applications and i...OCI Logging APIAPIs for centralized log management across Oracle Cloud Infrastructure, enabling ingestion, search, and ana...Oracle Logging APIThe Logging API from Oracle — 1 operation(s) for logging.AWS Lambda Logs APIThe Lambda Logs API enables extensions to subscribe to log streams generated by the Lambda platform, functi...AWS Lambda Telemetry APIThe Lambda Telemetry API lets you collect telemetry data directly from the Lambda execution environment. Ex...Amazon IoT SiteWise Logging APIThe Logging API from Amazon IoT SiteWise — 1 operation(s) for logging.Couchbase Logging APIEndpoints for retrieving Eventing Function application logs.Amazon IoT Events Logging APIThe Logging API from Amazon IoT Events — 1 operation(s) for logging.Splunk HTTP Event Collector (HEC) APIThe Splunk HTTP Event Collector (HEC) is a high-performance REST API data input that accepts JSON or raw te...Windows Event Log APIAPI for instrumenting, querying, and consuming event logs on Windows Server for diagnostics, monitoring, an...Keywords AI Logging APIAsynchronous request / span logging.OpenTelemetry Protocol (OTLP) gRPC APIThe OTLP gRPC API defines Protocol Buffers service definitions for exporting traces, metrics, and logs over...OpenTelemetry SDK APIThe OpenTelemetry SDK API specifies language-level interfaces for instrumentation, including the Tracer, Me...Swimlane Logging APIJob logging and status endpoints
Thin 17 Limited public surface area
Athina AI Logging APILog LLM inferences and prompt runs.AgentGateway Logging APIThe Logging API from AgentGateway — 1 operation(s) for logging.Envoy Logging APILog level management endpoints7digital Logging APIStream / preview / subscription play reporting required for licensor royalty calculations.Statsig Events APIThe Statsig Events API handles the ingestion of event data from both client and server SDKs. It receives ex...Fluentd Forward ProtocolThe Fluentd Forward Protocol is a binary protocol used to transport event streams between Fluentd nodes and...Loggly Event Retrieval APIREST API (apiv2) for searching and retrieving log events: initiate a search to get an RSID, then page resul...Loggly HTTP/S Event EndpointBulk/single event ingestion API. POST or GET log events to Loggly using a customer token; supports plain te...Envoy Proxy Logging APILogging level management endpoints.Inductive Automation logging APILogging configurationTriton Inference Server Logging APIServer logging configurationTailscale Logging APIThe Logging API from Tailscale — 4 operation(s) for logging.W&B Import API (HTTP)The wandb client uses an HTTP file/import endpoint to push run metrics, system stats, and artifacts. Genera...CDAP Logging MicroservicesRetrieve and download logs emitted by CDAP system services and by user applications and programs, with filt...LogControl1 (org.freedesktop.LogControl1)Generic D-Bus interface that systemd daemons (and other services) implement to expose runtime log level and...Greenhouse Audit Log APIThe Audit Log API offers a record of important events, providing insight into who accessed or edited inform...CafeX Audit Events APIThe CafeX Audit Events API allows the retrieval of audit event data for CafeX tenants. Events can be filter...
Emerging 8 Early or largely undocumented
Qlik Audits APIAccess events emitted upon each action taken in a tenant for detailed audit logging and compliance.Moodle Events APIDefines event handlers for inter-plugin communication and logging, enabling decoupled, observer-style integ...Log4j APIThe logging facade providing a feature-rich Java interface for application logging. Applications code again...Log4j CoreThe reference implementation of the Log4j API providing appenders, layouts, filters, lookups and configurat...Amazon Web Services Logging APIThe Logging API from Amazon Web Services — 2 operation(s) for logging.Varnish Logging ToolsVarnish ships with a suite of log-analysis tools that read from the Varnish Shared Log (VSL). Tools include...Feign SLF4JFeign SLF4J module routes Feign request and response logging through the SLF4J facade, integrating with the...Graylog REST APIGraylog provides a REST API for managing log data, streams, dashboards, alerts, users, and system configura...
Score breakdown
Frequency
55.2
log-scaled weighted occurrences
Breadth
1.8
spread across providers
Quality lift
47.4
mean composite of providers using it
Cohesion
11.9
strength of nearest seed neighbor
Related tags
Observability 44 co-occurrences
Monitoring 34 co-occurrences
Tracing 9 co-occurrences
Metrics 21 co-occurrences
Log Management 5 co-occurrences
Traces 6 co-occurrences
Configuration 17 co-occurrences
Server 6 co-occurrences
Where this tag comes from
Api tag49
Provider tag37
Openapi tag16
Openapi op tag41
Cohort brief
Auto-generatedThe 67 providers in the APIs.io catalog tagged Logging, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
67
all scored
Mean Kin Score
39.1
+18.4 vs catalog 20.7
Mean Agent Readiness
22.6
+12.9 vs catalog 9.7
Spread
13.3–66.7
median 38.4 · σ 13.3
How the 67 split by band
Exemplar 1Strong 7Developing 23Thin 26Emerging 10Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 44.5 | 17.5 | +27 | 67 |
| Developer Ergonomics | 40.7 | 17.9 | +22.8 | 67 |
| Operational Transparency | 29.8 | 11.3 | +18.5 | 67 |
| Access Clarity | 36.8 | 22.3 | +14.5 | 67 |
| Discoverability | 68.7 | 60.4 | +8.3 | 67 |
| Contract Governance | 14.5 | 6.4 | +8.1 | 67 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 28% | 16% | +12 |
| MCP server (first-party) | 15% | 7% | +8 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 12% | 9% | +3 |
| Security | 96% | 88% | +8 |
| Arazzo workflows | 18% | 2% | +16 |
| Governance rules | 52% | 13% | +39 |
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 Highlight (highlight.io) 66.7
- 2 Logz.io 65.2
- 3 Confluence 63.7
- 4 IBM 62.6
- 5 Fastly 60.8
- 6 Splunk Observability Cloud 60.6
- 7 Red Hat 59.1
- 8 Lightrun 56.4
- 9 IBM WebSphere 54.2
- 10 Edge Delta 53.9
Top by Agent Readiness
- 1 Red Hat 52.3
- 2 Confluence 50
- 3 Superlog 50
- 4 Lightrun 47
- 5 Oracle 41.9
- 6 Kibana 41.7
- 7 IBM 39.4
- 8 AWS Lambda 37.3
- 9 Splunk Observability Cloud 36.7
- 10 Amazon IoT SiteWise 34.5
All 67 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
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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.
Call it yourself
curl for this page
This tag
curl "https://apis.io/api/v1/tags/logging"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/logging"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/logging/stats" \
-H "X-API-Key: $APIS_IO_KEY"Discovery needs no key. Ratings and market analysis are Pro.