Unlocking Proprietary Data for LLMs: A Practical Journey into MCP Server Construction

The Model Context Protocol (MCP) is emerging as a critical bridge that allows AI assistants to interact with internal business APIs through natural language. By using FastMCP, developers can rapidly transform static API endpoints into interactive tools, enabling a more intuitive and AI-native approach to complex data management.