FastMCP low-key turns building an MCP server, and hooking it into Claude Desktop, into a five-minute task. Most of my DSPy Newsletter content discovery and filtering exercise before curating is in Claude Desktop via local MCP server calling API which in turns hits the DB. Here are small self contained code snippets on how you can build one.