PGMCP implements the Model Context Protocol to expose any PostgreSQL database to AI assistants. It takes natural language queries and converts them to SQL using OpenAI’s language models, streaming results back to the AI client. The server provides a client CLI for testing and works with any MCP-compatible client including Cursor and Claude Desktop.