Use Case

Observability & Monitoring

Metrics, traces, and health across systems.

44 providers 317 APIs 29 declared variants

Instrumenting infrastructure and applications so failures are visible — metrics, distributed tracing, uptime checks, SLOs, anomaly alerting, and unified dashboards over the whole estate.

44 API providers on the APIs.io network offer observability & monitoring. The highest-rated are Dynatrace, Postman, Convoy, New Relic, Oracle.

Providers

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

Exemplar 6 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 17 Usable, with meaningful gaps to close
AWS App MeshAWS App Mesh is a service mesh based on the Envoy proxy that provides application-level networking to make ...1 API54.1Oracle Enterprise ManagerOracle Enterprise Manager (OEM) provides a comprehensive management platform for managing Oracle IT infrast...1 API52.6Amazon Managed Service for Apache FlinkAmazon Managed Service for Apache Flink is the easiest way to transform and analyze streaming data in real ...1 API52.4SolarWindsA collection of APIs provided by SolarWinds for IT infrastructure management, monitoring, and observability.5 APIs52.2Amazon Managed GrafanaAmazon Managed Grafana is a fully managed service for open source Grafana developed in collaboration with G...1 API51.9Amazon Managed Service for PrometheusAmazon Managed Service for Prometheus is a serverless, Prometheus-compatible monitoring service for contain...1 API50.4Amazon Lookout for EquipmentAmazon Lookout for Equipment uses machine learning to analyze sensor data from your industrial equipment an...1 API50.1AWS X-RayAWS X-Ray is a service that helps developers analyze and debug distributed applications by providing end-to...1 API49.1Apache APISIXApache APISIX is a dynamic, real-time, high-performance cloud-native API gateway built on NGINX and etcd, d...2 APIs48.8AssertibleAssertible provides a reliable first line of defense against web service failures by providing simple and p...1 API48.5Amazon Lookout for MetricsAmazon Lookout for Metrics uses machine learning to automatically detect anomalies in business and operatio...1 API47.7NominatimNominatim is an open-source (BSD-2-Clause) search engine for OpenStreetMap data, supporting forward geocodi...1 API47.0Amazon Fault Injection SimulatorAWS Fault Injection Simulator (FIS) is a fully managed service for running fault injection experiments on A...6 APIs45.9AxiomAxiom is a serverless log management and analytics platform that provides real-time insights into structure...15 APIs45.4APIToolkit (Monoscope)APIToolkit (now Monoscope) is an open-source-friendly API observability and monitoring platform that helps ...1 API44.5Bonneville Power AdministrationThe Bonneville Power Administration (BPA) is a federal agency within the U.S. Department of Energy that mar...2 APIs40.9AirbusA European multinational aerospace corporation designing, manufacturing, and selling commercial aircraft, h...1 API39.4
Thin 10 Limited public surface area
Emerging 6 Early or largely undocumented

What Providers Actually Declared

This use case is a canonical term. These are the free-text strings providers wrote in their own apis.yml that map onto it.

API Monitoring and ObservabilityAPI ObservabilityAPI Uptime MonitoringAgent-Driven ObservabilityAnomaly DetectionAnomaly detection on metrics to identify unexpected behaviorCost Anomaly DetectionDevOps ObservabilityFull-Stack ObservabilityHVAC System MonitoringInfrastructure MonitoringIoT TelemetryKubernetes ObservabilityLLM TelemetryMetrics CollectionMonitoring and observability across cloud infrastructureNetwork Infrastructure Monitoring and AlertingObservabilityObservability ValidationObservability and DebuggingObservability and FinOpsObservability and MonitoringProduction ObservabilityReal-Time Monitoring And AlertingReplacing in-house retry/signing/observability code for webhooksRevenue Anomaly DetectionReverse Geocoding For TelemetrySLA MonitoringTransmission System Monitoring

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Every use case here is available over the APIs.io API and to AI agents over MCP. Use Cases is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.

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Tools for use cases

3 MCP tools reach this
  • 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.
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curl "https://apis.io/api/v1/tags/observability"

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