Universal

Universal is a Python-based implementation of a Model Context Protocol (MCP) server, designed for seamless integration with any compatible AI model or client. It aims for universal compatibility, allowing AI models like Claude, Hugging Face, or OpenAI to interact with external tools and services. The server features a clean, from-scratch architecture following the official MCP specification, emphasizing extensibility to easily add new capabilities like file operations or system information tools, all while serving as a well-documented resource for understanding MCP internals.