During March 2025, Godot Lzl developed and documented a natural language query (NLQ) capability for MCP servers, focusing on the punkpeye/awesome-mcp-servers and modelcontextprotocol/servers repositories. By integrating database access with natural language processing, Godot enabled users to retrieve data from databases through NLQ interfaces, emphasizing clear, documentation-driven product storytelling. Using Markdown and technical writing skills, Godot aligned feature messaging across repositories, ensuring consistent onboarding and support materials. The work prioritized clarity and customer readiness, laying a foundation for future implementation and demonstration. While no bugs were fixed, the depth of documentation and cross-repo alignment strengthened product evaluation and go-to-market positioning.