All 163 Dependencies
Every package SigNoz depends on, ranked by repo health score.
SigNoz is an open-source observability platform that consolidates application performance monitoring, distributed tracing, log management, metrics dashboards, alerting, and LLM observability into a single unified interface. Built natively on OpenTelemetry, it eliminates the fragmented approach of stitching together Prometheus, Jaeger, Loki, and Grafana by providing correlated telemetry data that lets you jump from a trace to related logs to infrastructure metrics without leaving the tool.
Powered by ClickHouse — the same columnar database used by Uber and Cloudflare — SigNoz delivers fast aggregation queries across billions of log entries and trace spans. The query layer supports a no-code visual builder, PromQL for existing Prometheus workflows, and raw ClickHouse SQL for power users, giving teams full flexibility without lock-in to a proprietary query language.
SigNoz instruments applications through standard OpenTelemetry SDKs across 10+ languages including Go, Python, Java, Node.js, PHP, .NET, Ruby, Elixir, Rust, and Swift. This means your instrumentation code is vendor-neutral and reusable regardless of which backend you switch to in the future. Self-hosted deployments run on Docker Compose for smaller teams or Kubernetes via Helm for production clusters.
The platform ships with LLM observability as a first-class feature, enabling AI engineering teams to track token consumption, monitor prompt latency, measure cost per request, and diagnose production failures in LLM-powered applications. This positions SigNoz ahead of traditional APM tools that have bolted on AI monitoring as an afterthought.