SigNoz provides two ways to connect AI coding assistants to your observability data, allowing you to seamlessly set up SigNoz, write optimized queries, or analyze your telemetry:
Integration Options
MCP Server
The SigNoz MCP Server implements the Model Context Protocol (MCP), enabling direct communication between AI assistants and your SigNoz instance.
- Query metrics, logs, and traces using natural language
- Inspect alerts, dashboards, and services
- Works with Claude, Cursor, Gemini, Codex, etc.
Get started with the MCP Server →
Agent Skills
SigNoz Agent Skills are an open format for extending AI coding assistants with specialized knowledge about SigNoz. Skills are markdown files (SKILL.md) that guide agents to perform observability tasks.
- Explore SigNoz documentation and ClickHouse query patterns
- Works with Claude Code and skills.sh compatible agents like Codex, Cursor, Gemini, OpenCode, etc.
- Install with a single command
Get started with Agent Skills →
MCP Use Cases
Once you have the MCP server connected, explore practical workflows:
- Search and analyze logs by asking questions in plain English.
- Ask "why is this slow?" and get a span breakdown with the bottleneck identified.
- Paste a trace ID and reconstruct the full request path with root cause analysis.
