Prefect MCP Server

Prefect MCP Server is an experimental Model Context Protocol (MCP) server that provides AI assistants with a secure bridge to monitor and debug Prefect workflows, deployments, and automations. It exposes diagnostic and read-only tools for interacting with Prefect systems—enabling users to inspect flow runs, deployments, and logs through compatible clients such as Claude, Cursor, and more. The server is designed for developers, data engineers, MLOps teams, and organizations leveraging Prefect for workflow orchestration who want to enable real-time AI assistant diagnostics or build automation on top of their Prefect infrastructure.