Feature
Observability & Monitoring
Metrics, traces, and logs for API usage.
86 providers
336 APIs
68 declared variants
The platform emits or ingests metrics, traces, and logs — often via OpenTelemetry — so teams can see latency, errors, and saturation. Determines how quickly a problem gets diagnosed.
86 API providers on the APIs.io network offer observability & monitoring. The highest-rated are Dynatrace, LaunchDarkly, Postman, Datadog, Grafana.
Providers
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 13 Complete, well-documented, and agent-ready
DynatraceDynatrace is a software intelligence platform that provides application performance monitoring, artificial ...LaunchDarklyLaunchDarkly is a feature management and runtime control platform. Development teams use it to wrap release...PostmanPostman is the world's leading API platform, used by 35+ million developers to design, build, test, documen...DatadogDatadog is a monitoring and analytics platform that helps organizations gain insight into their infrastruct...GrafanaGrafana Labs builds the open and composable observability stack used by millions of engineers to visualize,...BugsnagBugSnag is an application stability monitoring platform from SmartBear that helps software teams detect, di...ElasticElastic is a software company that builds search-powered solutions for observability, security, and search ...New RelicNew Relic offers an AI‑powered observability platform that provides application performance monitoring, dig...Amazon CodeGuru ProfilerAmazon CodeGuru Profiler collects runtime performance data from your live applications, providing recommend...Auth0Auth0 (now part of Okta) is a leading identity-as-a-service platform providing authentication and authoriza...DaytonaDaytona is open-source, secure, and elastic infrastructure for running AI-generated code. Daytona sandboxes...KnockKnock is notifications infrastructure as a service — a product and customer messaging platform you use to p...HoneycombHoneycomb provides an observability platform that gives engineering teams real‑time visibility into distrib...
Strong 19 Solid coverage with minor gaps
Amazon Elastic Load BalancingAmazon Elastic Load Balancing automatically distributes incoming application traffic across multiple target...AcceldataAcceldata is an agentic data management platform that helps enterprises monitor, govern, and optimize data ...SolarWindsSolarWinds provides a comprehensive suite of APIs enabling programmatic access to its IT infrastructure man...Highlight (highlight.io)Highlight (highlight.io) is the open-source, full-stack monitoring platform — session replay, error monitor...SocureSocure is the leading vertically-integrated digital identity verification and fraud-prevention platform, us...Google Cloud PlatformGoogle Cloud Platform enables developers to build, test, and deploy applications on Google's highly-scalabl...Solo.ioSolo.io is a cloud-native application-networking company founded in 2017 that builds enterprise and open-so...SplunkSplunk is a data platform that enables organizations to search, monitor, analyze, and visualize massive str...Amazon X-RayAWS X-Ray is a distributed tracing service that helps developers analyze and debug production applications,...Amazon CloudWatchAmazon CloudWatch is an intelligent observability platform providing complete visibility into performance, ...VercelVercel is a cloud platform that helps developers build, deploy, and scale modern web applications quickly a...FreestyleFreestyle is the infrastructure for code you didn't write — VMs and Git for AI agents. The platform provide...Amazon IoT Device DefenderAWS IoT Device Defender is a security service that lets you continuously audit your IoT configurations to d...Amazon GuardDutyAmazon GuardDuty is an intelligent threat detection service that continuously monitors your AWS accounts, w...AWS CloudWatchAmazon CloudWatch is a monitoring and observability service that provides data and actionable insights for ...AWS App RunnerAWS App Runner is a fully managed service that makes it easy to build, deploy, and run containerized web ap...HatchetHatchet is an open-source distributed task queue and workflow orchestration engine for background jobs, AI ...AWS App MeshAWS App Mesh is a service mesh based on the Envoy proxy that provides application-level networking to make ...CobaltTraditional integrations are slow, fragmented, and hinder growth. Cobalt is changing that. A next-gen integ...
Developing 25 Usable, with meaningful gaps to close
AgentGatewayAgentGateway is an open-source, AI-native proxy and gateway for routing, observing, and governing traffic t...Amazon DevOps GuruAmazon DevOps Guru is a machine learning-powered service that makes it easy to improve an application's ope...AklivityAklivity builds Zilla, a stateless, source-available multi-protocol gateway for event-driven applications a...WunderGraphFull Lifecycle API Management for (Federated) GraphQL. Schema Registry, composition checks, analytics, metr...EncoreEncore is a backend application framework and developer cloud that lets engineering teams build type-safe d...Citrix NetScalerCitrix NetScaler is an application delivery controller (ADC) that provides load balancing, traffic manageme...APIContextAPIContext (formerly APImetrics) is a synthetic API testing, monitoring and conformance platform. It calls ...BifrostBifrost is a high-performance open-source AI gateway that unifies access to 20+ AI providers through a sing...Instabug (Luciq)Instabug — now rebranded as Luciq — is an agentic mobile observability platform covering bug reporting, cra...Amazon Lookout for EquipmentAmazon Lookout for Equipment uses machine learning to analyze sensor data from your industrial equipment an...CrewAI CloudCrewAI Cloud (CrewAI AMP) is the managed Agent Management Platform for deploying, monitoring, scaling, and ...Apache APISIXApache APISIX is a dynamic, real-time, high-performance cloud-native API gateway built on NGINX and etcd, d...LangWatchLangWatch is an open-source LLM observability, evaluation, and AI agent testing platform. Built around Open...CAST AICAST AI is an Application Performance Automation (APA) platform for Kubernetes that automates cost optimiza...NGINXNGINX is a high-performance open-source web server, reverse proxy, and API gateway widely used for load bal...AxiomAxiom is a serverless log management and analytics platform that provides real-time insights into structure...Amazon MonitronAmazon Monitron is an end-to-end system that uses machine learning to detect abnormal behavior in industria...CoolifyCoolify is an open-source, self-hostable Platform-as-a-Service alternative to Vercel, Heroku, Netlify, and ...Amazon Cloud MapAmazon Cloud Map is a cloud resource discovery service that maintains an updated registry of application re...Radio BrowserRadio Browser is a free, community-driven directory of internet radio stations. The project publishes a pub...Apache DubboApache Dubbo is a high-performance, Java-based open-source RPC framework that provides service discovery, t...APIToolkit (Monoscope)APIToolkit (now Monoscope) is an open-source-friendly API observability and monitoring platform that helps ...ElasticsearchElasticsearch is an open source search and analytics engine for all types of data, including textual, numer...LangflowLangflow is an open-source low-code visual builder for AI agents, RAG pipelines, and LangChain-based workfl...Kong AI GatewayKong AI Gateway is the AI-native capability layer built on top of Kong Gateway and managed through Kong Kon...
Thin 20 Limited public surface area
ZabbixZabbix is an enterprise-class open source distributed monitoring solution for networks and applications. Za...ZipkinZipkin is an open source distributed tracing system for gathering timing data to troubleshoot latency probl...AppDynamicsAppDynamics, now part of Cisco, is an application performance monitoring (APM) and observability platform t...Axiom ControllerAxiom is a cloud-native observability platform providing APIs for ingesting, querying, and managing telemet...AI GatewayAn API Evangelist landscape index of AI gateways — the LLM routers, prompt firewalls, model fallback proxie...Apache ZipkinApache Zipkin is a distributed tracing system that helps gather timing data needed to troubleshoot latency ...SyndicaSyndica is a Solana-only infrastructure company building developer infrastructure for Web3. Its production ...TrinoTrino is an open-source, distributed SQL query engine built for lightning-fast analytics over large, hetero...Ambient MeshAmbient Mesh is a sidecar-less service mesh architecture built on Istio that simplifies microservices commu...Conductor OSSConductor OSS is the Netflix-founded, Orkes-stewarded open source workflow and agentic AI orchestration pla...Apache CamelApache Camel is an open-source integration framework developed by the Apache Software Foundation that imple...Vert.xEclipse Vert.x is a toolkit for building reactive applications on the JVM, providing support for multiple l...EMCEMC Corporation, acquired by Dell Technologies in 2016 and now operating as Dell EMC, builds enterprise sto...AkriAkri is a CNCF Sandbox project that exposes heterogeneous leaf devices (such as IP cameras and USB devices)...AmnicAmnic is a cloud cost observability platform providing real-time cost monitoring, anomaly detection, and op...BFEBFE (Beyond Front End) is an open-source layer 7 load balancer developed by Baidu, providing advanced traff...Incident.ioincident.io is an incident management platform that helps teams declare, manage, and learn from incidents.LightstepLightstep, now ServiceNow Cloud Observability, is a distributed tracing and observability platform that hel...Confident AIConfident AI is the company behind DeepEval, the widely adopted open-source LLM evaluation framework, and t...FluidstackFluidstack is an AI cloud platform that builds and operates high-performance, single-tenant GPU clusters fo...
Emerging 8 Early or largely undocumented
Allianz Future Cloud PlatformThe Allianz Future Cloud Platform is an internal developer platform powering cloud-native insurance microse...APIwizAPIwiz is a federated API management platform that streamlines the complete API lifecycle from design throu...Zero-Trust Security ModelThe Zero Trust security model is a strategic cybersecurity approach that eliminates implicit trust and requ...Zero Trust ArchitectureZero Trust Architecture (ZTA) is a security framework defined by NIST SP 800-207 that requires all users an...VectorVector is an open source high-performance observability data pipeline from Datadog for collecting, transfor...Apache SkyWalkingApache SkyWalking is an open-source APM (Application Performance Monitoring) system that provides monitorin...FastMCPFastMCP is the fast, Pythonic framework for building Model Context Protocol (MCP) servers, clients, and app...CollibraCollibra is a data intelligence company providing a cloud-based platform for data governance, cataloging, q...
Minimal 1 Almost no public developer surface
What Providers Actually Declared
This feature is a canonical term. These are the free-text strings
providers wrote in their own apis.yml that map onto it.
280+ one-click services (databases, CMSes, analytics, observability)AI Gateway for LLM routing and observabilityAI-Powered Anomaly DetectionAPM Pro with Data Streams Monitoring for queue/pipeline observabilityAdvanced ObservabilityAnomaly DetectionAutomated Anomaly DetectionBot Detection and Anomaly DetectionBuilt-in trace explorer plus integrations with LangSmith and LangFuse for observabilityCloud-Native Observability (Logs, Metrics, Traces)CloudWatch Alarms with composite alarm support and anomaly detectionContinuous MonitoringContinuous Stream Health ChecksCost Anomaly DetectionData Quality and ObservabilityData warehouse / Segment / Datadog observability streamsDetailed observability — RPC call logging, performance metrics, usage insights, analytics dashboardDistributed TracingElastic Serverless: VCU + storage usage-based for Search/Observability/SecurityElasticsearch (Elastic): hundreds of services across Search and ObservabilityEnd-to-End Distributed TracingEnd-to-end distributed tracingEnterprise ObservabilityError monitoring with custom grouping, GitHub-issue linking, sourcemap support, and alertingFull-Stack ObservabilityGlobal Watchlist Screening with continuous Monitoring across OFAC, UN, EU, HMT, DFAT, PEP, and adverse mediaHealth ChecksHealth MonitoringHealth monitoring and auto-scalingLocal Development Dashboard with distributed tracing, API explorer, service catalog, database explorer, and architecture flow diagramsMCP server (`@langwatch/mcp-server`) exposing observability, prompts, datasets, scenarios, and evaluator tools to Claude / Cursor / other MCP clientsML Anomaly DetectionML-Based Anomaly DetectionML-Powered Anomaly DetectionManaged Kubernetes — bare-metal container orchestration with NVIDIA operators and health checksNow ServiceNow Cloud Observability after acquisitionObservabilityObservability (Errors + Logs + Traces + Replays)Observability APIObservability Stack
Showing 40 of 68 declared variants
Work with this as data
Every feature here is available over the APIs.io API and to AI agents over MCP. Features is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.