Over a two-month period, contributed foundational documentation and backend features to the punkpeye/awesome-mcp-servers and modelcontextprotocol/servers repositories. Developed and documented the LLDB-MCP server, clarifying AI-assisted debugging workflows and standardizing terminology to streamline onboarding for developers. Later, delivered an MCP server for automated image metadata inspection, enhancing data validation and accelerating image processing tasks. Demonstrated disciplined use of Markdown for documentation, effective cross-repository collaboration, and robust backend service design. The work emphasized AI integration, metadata analysis, and clear version control practices, resulting in improved developer guidance and scalable workflows for both debugging and image metadata inspection scenarios.