This post introduces the Model Context Protocol (MCP) through a small, working example. It sets up a SQLite database, builds a Python server with FastMCP, and shows how to make its functions available as tools that an LLM like ChatGPT can call. This includes how to configure a connector and demonstrates how natural language prompts can trigger SQL queries through MCP.