The Ragie Model Context Protocol Server provides a crucial link between AI models and Ragie's knowledge base retrieval capabilities. By implementing the Model Context Protocol (MCP), this server allows AI models to efficiently query and retrieve relevant information, enhancing their ability to access and utilize the valuable insights stored within the Ragie knowledge base. It offers a single powerful 'retrieve' tool, configurable with parameters such as query text, result quantity, reranking preference, and recency bias, making it easy to integrate Ragie's knowledge retrieval into various AI applications.