TextQL provides a standalone Model Context Protocol (MCP) server that empowers AI models and agents to seamlessly interact with SQL and graph databases. It translates natural language questions into database queries (*QL) and executes them, retrieving structured responses. The server automatically leverages relevant schema information for query refinement and offers an extensible design to integrate with various database and schema providers, all built upon the MCP standard.