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. The work centered on updating Markdown-based README files to align feature messaging and usage guidance across repositories, facilitating faster customer onboarding and evaluation. Godot’s technical writing and documentation skills ensured that the NLQ feature was well-positioned for demonstrations, future implementation, and reduced support needs, laying a solid foundation for go-to-market efforts.