Weaviate provides a Model Context Protocol (MCP) server, facilitating communication between Weaviate and applications like Claude. It allows users to leverage Weaviate's vector search capabilities for enhanced contextual understanding within the Claude environment. The server is configured through a `claude_desktop_config.json` file, specifying connection details for Weaviate, including API keys and collection names, and enabling efficient querying and data retrieval.