Observe Instrument Mcp

Observe Instrument Mcp is an MCP server that allows AI assistants to add OpenTelemetry-based tracing, logging, and metrics to Python AI agents with zero manual effort. It exposes tools to automatically instrument agents (including bulk file processing) and audit their code for missing observability via the ioa-observe-sdk. It integrates with popular frameworks like LangGraph, LlamaIndex, CrewAI, and the OpenAI SDK, and is compatible with coding assistants such as Claude Desktop, Cursor, and Windsurf. The primary users are developers and teams building or deploying Python AI agents who want seamless observability and metrics integration for debugging, monitoring, and optimization.