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
