How MCP Toolbox turns agent text into ClickHouse vectors

Google's MCP Toolbox 1.9.0 adds native vector search for ClickHouse. Agents send text queries while the server handles embedding and ranking via YAML configuration. This removes the need for custom code to translate natural language into vector-based SQL searches for production applications.