Build your own MCP server with FastMCP — connect a LLM to your business tools in Python
Step-by-step guide to build your own MCP server in Python with FastMCP: minimal skeleton, 6 realistic tools (Notion search, task upsert, list projects, page summary, email dispatch, get metrics), in-memory cache, stdio and HTTP transports with bearer auth, VPS deployment, connection to Claude Desktop and Hermes Agent. Field notes from Roger, MAG&Cie's internal Notion assistant.