Got tired of every MCP example being overly verbose, or needing Docker or Mac-only scripts, so I threw together MCP-123. Point it at a tools.py, run `server.run_server(...)`, and the client auto-discovers/calls functions with OpenAI. I hope this is useful to you all.
Super slick! Love how compact and Windows-friendly this is — so many MCP examples feel bloated or overly abstract. This is refreshingly direct.
I’ve been building a real-time chat app lately (stranger-Meet.com) and running into all kinds of overengineered setups. A clean 2-liner MCP like this is honestly a dream for debugging or prototyping quick AI integrations. Bookmarked — and big thanks for sharing!