The Registry Retriever provides a way to discover and utilize MCP (Modular Computation Platform) servers through semantic search. It allows users to query a registry and find relevant MCP servers based on their needs. The tool can be integrated with platforms like Claude Desktop to extend their capabilities with dynamically discovered MCP servers.