signoz README

The project's README from github.com/SigNoz/signoz. As one markdown file: README.md.

SigNoz - Observability on Your Terms, Powered by Open Standards.

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SigNoz is an open-source observability platform built on OpenTelemetry. We’re building an enterprise-grade alternative to fragmented monitoring stacks, with logs, metrics, traces, alerts, and dashboards in one place.

Choose how to run SigNoz

Fully managed SigNoz with a 30-day free trial, no credit card required, usage-based pricing that starts at $49, and regional data hosting.

Start free →

Enterprise

Enterprise Cloud, BYOC, or Enterprise Self-Hosted with compliance, support, custom retention, RBAC, ingestion controls, data residency, and region selection.

Explore Enterprise →

Community

Free open-source SigNoz that runs in your own infrastructure. Deploy with Docker, Kubernetes, or Linux and keep full control of your data plane.

Install SigNoz →

What can you monitor?

SigNoz helps teams debug production issues faster by connecting logs, metrics, traces, alerts, dashboards, exceptions, and agent-native workflows in one place.

APM Overview

Monitor service latency, error rate, throughput, Apdex, top endpoints, database calls, and external calls.

SigNoz APM dashboard showing latency, throughput, Apdex, and key operations

Learn more: APM documentation

Log Management

Ingest, search, aggregate, and correlate logs with traces and metrics using a visual query builder.

SigNoz logs explorer with filters, frequency chart, and log lines

Learn more: Log management documentation

Metrics and Dashboards

Build dashboards for application, infrastructure, and custom metrics using Query Builder, PromQL, or ClickHouse SQL.

SigNoz host metrics dashboard with system load and network charts

Learn more: Metrics documentation

Infrastructure Monitoring

Monitor Kubernetes clusters, pods, nodes, workloads, and host-level CPU, memory, disk, network, logs, and traces.

SigNoz Kubernetes infrastructure dashboard with pod and node metrics

Learn more: Infrastructure monitoring documentation

LLM and AI Observability

Trace LLM apps, RAG pipelines, prompts, tool calls, tokens, latency, and costs alongside application and infrastructure telemetry.

SigNoz LLM observability dashboard for traces, token usage, latency, and costs

Learn more: LLM observability documentation

Agent-Native Observability and MCP

Use the SigNoz MCP server to bring telemetry into coding agents, or use Noz inside SigNoz to investigate incidents, tune alerts, and build dashboards with production context. Noz is available only on SigNoz Cloud.

SigNoz Noz interface alongside MCP-powered agent workflow

Learn more: SigNoz MCP server docs · Agent skills docs

Distributed Tracing

Follow requests across services with flamegraphs, waterfalls, span events, filters, and trace analytics.

SigNoz distributed trace view with flamegraph and waterfall spans

Learn more: Distributed tracing documentation

Trace Funnels

Create funnels from traces to understand request-flow drop-offs, failed transitions, and systemic workflow issues.

SigNoz trace funnels showing request-flow drop-offs and failed transitions

Learn more: Trace funnels documentation

Also monitor: exceptions, alerts, external APIs, and integrations for OpenTelemetry, Prometheus, Kubernetes, cloud providers, language SDKs, application frameworks, databases, and LLM tools.

Why teams use SigNoz

  1. OpenTelemetry-native
    Instrument once with open standards and keep ownership of your telemetry.
  2. Correlated signals
    Move from service charts to traces, logs, infra metrics, and exceptions without switching tools.
  3. Single columnar database
    Built for high-cardinality, high-volume observability workloads.
  4. Predictable pricing
    No per-host pricing, no user-seat pricing, and no special pricing for custom metrics.
  5. Enterprise ready
    SOC 2 Type II and HIPAA compliance, RBAC, ingestion controls, custom retention, support, BYOC, and self-hosting.

Getting started

Start on Cloud

Create a managed SigNoz workspace and get your first dashboard without running observability infrastructure.

Start free on SigNoz Cloud

Self-host SigNoz

Run SigNoz in your own infrastructure with Foundry, Docker, Kubernetes, or Linux.

Foundry · Docker · Kubernetes · Linux

Send data

Instrument applications and infrastructure with OpenTelemetry, Prometheus, language SDKs, and integrations.

Instrumentation · Integrations

Comparisons to familiar tools

SigNoz is often adopted by teams moving from a stack of single-purpose tools or commercial platforms with unpredictable pricing.

Prometheus
Good if you just need metrics. SigNoz keeps metrics, logs, traces, dashboards, and alerts together so teams can debug with correlated context.

Jaeger
Jaeger only does distributed tracing. SigNoz adds metrics, logs, trace analytics, dashboards, alerts, exceptions, and trace-to-log workflows.

Elastic
SigNoz uses columnar database for efficient observability analytics and high-cardinality log workloads, with 50% lower resource requirement compared to Elastic during ingestion. Check the detailed study.

Loki
In the linked benchmark, SigNoz indexed all keys in the test setup, while Loki hit max stream errors when more labels were added. Check the detailed study.

Contributing

We ❤️ contributions big or small. Please read CONTRIBUTING.md to get started with making contributions to SigNoz.

Not sure how to get started? Just ping us on #contributing in our slack community.

As always, thanks to our amazing contributors!

SigNoz contributors

signoz (SigNoz/signoz)

Searching Database…

32.4K ·GitHub
What is this?SigNoz is an open-source observability platform built on OpenTelemetry: logs, metrics, traces, alerts, and dashboards in one tool for debugging production apps and monitoring AI agents.
Do I have to run it myself, or is there a hosted version?Both. The Community edition is free open-source software you deploy on your own infrastructure; SigNoz Cloud is fully managed; Enterprise adds Cloud, BYOC, or self-hosted with compliance features.
How do I get it running?Easiest path is a managed Cloud workspace with a 30-day free trial and no credit card. To self-host the free Community edition, deploy with Docker, Kubernetes, Linux, or Foundry, then instrument your apps.
How does my app's data get into it?You instrument applications with OpenTelemetry; Prometheus, language SDKs, and integrations for frameworks, databases, cloud providers, and LLM tools are also supported.
Is everything in the free Community edition, or are some features paid-only?Some AI features are Cloud-only: Noz, the native AI teammate that investigates incidents, tunes alerts, and builds dashboards, is not part of the self-hosted Community edition.
Does it meet compliance requirements like SOC 2 or HIPAA?Self-hosting keeps your whole data plane under your control. Enterprise plans add SOC 2 Type II and HIPAA compliance, RBAC, ingestion controls, custom retention, and data residency.
What can I actually monitor with it?Service latency, error rate, throughput, Apdex, and database calls (APM); logs via a visual query builder; dashboards with PromQL or ClickHouse SQL; Kubernetes clusters, pods, nodes, and hosts; plus LLM apps — prompts, tool calls, tokens, latency, and costs.
How is it different from Jaeger or Prometheus?Jaeger only does distributed tracing and Prometheus is metrics-only. SigNoz keeps metrics, logs, traces, dashboards, and alerts together with trace-to-log correlation, and claims 50% lower resource requirements than Elastic during ingestion.
What is Noz?A native AI teammate built into SigNoz that investigates incidents, tunes alerts, and builds dashboards with production context. It is available only on SigNoz Cloud.
Can my AI coding agent pull telemetry from SigNoz?Yes — a SigNoz MCP server brings telemetry into coding agents, and agent skills docs show how to wire it up, so agents can investigate issues with real production context.
Creator
SigNoz
Size
122.2 MB
Stars
32.4K
Age
5y
Commits · 90 Days