Signoz
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.
Install / Use
npx skills add SigNoz/signozInstalls into whichever agent you are using.
README
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
SigNoz Cloud (Recommended)
Fully managed SigNoz with a 30-day free trial, no credit card required, usage-based pricing that starts at $49, and regional data hosting.
Enterprise
Enterprise Cloud, BYOC, or Enterprise Self-Hosted with compliance, support, custom retention, RBAC, ingestion controls, data residency, and region selection.
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.
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.
<p align="center"> <img alt="SigNoz APM dashboard showing latency, throughput, Apdex, and key operations" src="docs/readme-assets/monitor/apm.png" width="900"> </p>Learn more: APM documentation
Log Management
Ingest, search, aggregate, and correlate logs with traces and metrics using a visual query builder.
<p align="center"> <img alt="SigNoz logs explorer with filters, frequency chart, and log lines" src="docs/readme-assets/monitor/log-management.svg" width="900"> </p>Learn more: Log management documentation
Metrics and Dashboards
Build dashboards for application, infrastructure, and custom metrics using Query Builder, PromQL, or ClickHouse SQL.
<p align="center"> <img alt="SigNoz host metrics dashboard with system load and network charts" src="docs/readme-assets/monitor/metrics.png" width="900"> </p>Learn more: Metrics documentation
Infrastructure Monitoring
Monitor Kubernetes clusters, pods, nodes, workloads, and host-level CPU, memory, disk, network, logs, and traces.
<p align="center"> <img alt="SigNoz Kubernetes infrastructure dashboard with pod and node metrics" src="docs/readme-assets/monitor/infrastructure.png" width="900"> </p>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.
<p align="center"> <img alt="SigNoz LLM observability dashboard for traces, token usage, latency, and costs" src="docs/readme-assets/monitor/llm.png" width="900"> </p>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.
<p align="center"> <img alt="SigNoz Noz interface alongside MCP-powered agent workflow" src="docs/readme-assets/monitor/agent-native.png" width="900"> </p>Learn more: SigNoz MCP server docs · Agent skills docs
Distributed Tracing
Follow requests across services with flamegraphs, waterfalls, span events, filters, and trace analytics.
<p align="center"> <img alt="SigNoz distributed trace view with flamegraph and waterfall spans" src="docs/readme-assets/monitor/distributed-tracing.png" width="900"> </p>Learn more: Distributed tracing documentation
Trace Funnels
Create funnels from traces to understand request-flow drop-offs, failed transitions, and systemic workflow issues.
<p align="center"> <img alt="SigNoz trace funnels showing request-flow drop-offs and failed transitions" src="docs/readme-assets/monitor/trace-funnels.png" width="900"> </p>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
- OpenTelemetry-native<br> Instrument once with open standards and keep ownership of your telemetry.
- Correlated signals<br> Move from service charts to traces, logs, infra metrics, and exceptions without switching tools.
- Single columnar database<br> Built for high-cardinality, high-volume observability workloads.
- Predictable pricing<br> No per-host pricing, no user-seat pricing, and no special pricing for custom metrics.
- Enterprise ready<br> 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.
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<br> Good if you just need metrics. SigNoz keeps metrics, logs, traces, dashboards, and alerts together so teams can debug with correlated context.
Jaeger<br> Jaeger only does distributed tracing. SigNoz adds metrics, logs, trace analytics, dashboards, alerts, exceptions, and trace-to-log workflows.
Elastic<br> 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<br> 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!
<a href="https://github.com/signoz/signoz/graphs/contributors"> <img alt="SigNoz contributors" src="https://contrib.rocks/image?repo=signoz/signoz" /> </a>Related Skills
imsg
385.5kUse the imsg CLI from OpenClaw agents for iMessage/SMS DMs, groups, replies, reactions, polls, watching, and private-API actions.
Writing Hookify Rules
140.6kThis skill should be used when the user asks to "create a hookify rule", "write a hook rule", "configure hookify", "add a hookify rule", or needs guidance on hookify rule syntax and patterns.
Agent Development
140.6kThis skill should be used when the user asks to "create an agent", "add an agent", "write a subagent", "agent frontmatter", "when to use description", "agent examples", "agent tools", "agent colors", "autonomous agent", or needs guidance on agent structure, system prompts, triggering conditions, or…
agent-tui
106.4kMain Agents: Do NOT use this skill directly. If you need to test the TUI, invoke the `tui_tester` subagent. Drive terminal UI (TUI) applications programmatically for testing, automation, and inspection
