Over a two-month period, contributed backend automation and API enhancements across Ac-Wiki/AcWiKi and modelcontextprotocol/servers. Developed an automated documentation formatting workflow for AcWiKi using GitHub Actions, Prettier, and YAML, which standardized Markdown files and streamlined contributor onboarding by reducing manual formatting. In modelcontextprotocol/servers, implemented proxy support for the fetch server, enabling HTTP requests to be routed through user-specified proxies via a CLI option and resolving compatibility issues by pinning the httpx library. Leveraged Python, async programming, and CI/CD practices to improve deployment flexibility and maintainability, focusing on automation, documentation consistency, and robust backend infrastructure for both projects.