Observe Instrument Mcp

Observe Instrument MCP is an MCP server designed to automatically instrument Python-based AI agents with the ioa-observe-sdk, enabling OpenTelemetry-powered tracing, metrics, and logging capabilities with zero manual intervention. It targets developers and teams using MCP-compatible AI coding assistants (like Claude Desktop, Cursor, and Windsurf), streamlining observability for a variety of agent frameworks such as LlamaIndex, LangGraph, CrewAI, and raw OpenAI SDK. The tool provides both automated agent code instrumentation and auditing for missing observability, with support for popular LLM providers (Anthropic, OpenAI, Google Gemini, Groq, Ollama).