Shirui focused on enhancing the onboarding experience and maintainability of the modelcontextprotocol/servers repository by updating documentation for the PGYER MCP Server. They revised the README using Markdown, providing a clear server overview, usage instructions, and integration guidance to help new contributors get started efficiently. Their technical writing skills ensured that server capabilities were accurately reflected, reducing the risk of misconfiguration and minimizing support requests. By centralizing essential server details within the repository, Shirui improved documentation coverage and discoverability. The work addressed a specific need for better onboarding resources, though the scope was limited to documentation rather than code or bug fixes.