The quickest way to put an MCP server in front of your own tools. Built by Community.
Others in protocols and tools
Agent2Agent
ComposioHundreds of tools, with auth already handled.
Model Context ProtocolThe standard that plugs any agent into any tool.
Playwright MCPCommon questions
Is FastMCP free to use?
FastMCP is open source and free to run yourself. You still pay whichever model provider you point it at, and this tutorial is free with no signup.
Do I need to know Python to use FastMCP?
Basic Python is enough. Functions, dictionaries and imports cover most of what FastMCP asks of you.
When should I not use FastMCP?
When something else in protocols and tools fits the job better. The others in that group are listed below.
Lessons for FastMCP are being written. Meanwhile the APIs for AI tutorial covers the same ground: state, tools, loops, memory and human approval. Most of it carries straight over.
Start the APIs for AI tutorial →