SigNoz is an open-source, OpenTelemetry-native observability platform for your team and their AI agents. Get logs, metrics, and traces in one tool with features like APM, distributed tracing, log management, infra monitoring, etc. Combined with SigNoz MCP and a native AI teammate (in SigNoz Cloud) it helps you build more resilient apps.
APM, Application Performance Monitoring System
CNCF Jaeger, a Distributed Tracing Platform
APM, (Application Performance Management) tool for large-scale distributed systems.
Cloud-native OSS search engine for observability
Coroot is an open-source observability and APM tool with AI-powered Root Cause Analysis. It combines metrics, logs, traces, continuous profiling, and SLO-based alerting with predefined dashboards and inspections.
Grafana Tempo is a high volume, minimal dependency distributed tracing backend.
Open source APM: OpenTelemetry traces, metrics, and logs
Main repository for Datadog Agent
The OpenTelemetry .NET Client
OpenTelemetry JavaScript Client
OpenTelemetry Python API and SDK
Web UI for Jaeger
The Scala HTTP client you always wanted!
The OpenTelemetry C++ Client
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The Java agent for Apache SkyWalking
Datadog Go Library including APM tracing, profiling, and security monitoring.
Datadog APM client for Java
DataBuff is an AI-native APM built on Opentelemetry,with multi-agent troubleshooting out of the box.
Cross-platform Sentry SDK for WeChat Mini Programs, WeChat & Douyin Mini Games, Taro and uni-app — error monitoring, performance monitoring and Source Maps | 微信小程序、微信小游戏、抖音小游戏等多端项目的异常监控、性能分析与源码定位
ApplicationInsights-dotnet
OpenTelemetry Ruby API & SDK, and related gems
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Apache SkyWalking Kubernetes Deployment Helm Chart
Distributed microservices architecture with OpenTelemetry tracing, Kafka messaging, and auto/manual instrumentation, visualized in Uptrace.
OpenTelemetry tracing for DeepSeek Harness (dsh): turns each agent turn into a GenAI span tree — steps, LLM calls with TTFT, tool executions, token usage — exported over standard OTLP to Jaeger, Grafana Tempo, SigNoz, Langfuse, or any compatible backend.