This is a community MCP server implementation for Prefect that enables AI assistants to interact with Prefect via natural language. It connects to Prefect Server or Prefect Cloud through the Prefect API (via PREFECT_API_URL and PREFECT_API_KEY) and exposes a broad set of MCP endpoints that map to Prefect resources and actions. The server enumerates 64 tools across 10 categories (ARTIFACT, AUTOMATION, BLOCK, DEPLOYMENT, FLOW, LOG, OTHER, TASK, VARIABLE, WORK), including operations to create, get, update, and delete artifacts, automations, blocks, deployments, flows, logs, task runs, variables, and work queues. Transport is STDIO, enabling embedding in AI chat clients or CLI workflows. A Docker Compose quick-start and runtime configuration via environment variables (PREFECT_API_URL, PREFECT_API_KEY, MCP_PORT) simplify setup. Example interactions illustrate natural-language requests for Flow management, Deployment control, Infrastructure management, Variable handling, and Log monitoring. Platform integrations cover Claude Desktop, Cursor MCP, Gemini CLI, Windsurf/Claude Code, and Generic MCP Client. This community server is offered as an alternative to the official prefect-mcp package and provides documentation and deployment resources.