Langfuse provides a Model Context Protocol (MCP) server, enabling AI agents to query Langfuse trace data. This server integrates with Langfuse, allowing agents to retrieve information about traces, observations, sessions, and exceptions. With tools for fetching and filtering data, it allows you to extract insights from Langfuse, find errors, and monitor user activity to improve debugging and observability.