How to easily bootstrap and register a memory/RAG Model Context Protocol (MCP) server for local coding agents like Codex and Claude Code using an automated setup harness.

Want a ChatGPT-like experience where your AI can search the web, read your files, query databases,...

A practical walkthrough of the Model Context Protocol — what it is, how JSON-RPC 2.0 transports work, and how to build an MCP server in Python with FastMCP.