Sam developed comprehensive documentation for the DataHub MCP Server Goose extension in the block/goose repository, focusing on enabling faster integration and onboarding for users. The work detailed setup procedures, prerequisites, configuration steps, and provided example usage scenarios for AI-powered data discovery, lineage exploration, and metadata querying. Sam applied skills in API integration, technical writing, and documentation, utilizing HTML, JavaScript, and Markdown to ensure clarity and maintainability. The documentation also addressed common connection and installation issues with troubleshooting guidance. This contribution provided in-depth, user-oriented resources that improved the extension’s accessibility and supported more efficient adoption by technical teams.