Developed and delivered a lightweight MCP server within the modelcontextprotocol/servers repository, enabling automated deep research exploration and structured reporting through reusable server components. The approach unified automated probing, structured query elaboration, and concise reporting, establishing a scalable foundation for autonomous research workflows. Contributed to the punkpeye/awesome-mcp-servers repository by integrating the Deep Research MCP server into the community list, enhancing discoverability and adoption. Focused on API integration, server development, and documentation using Markdown, the work emphasized cross-repository consistency and component reusability, accelerating future evaluation and decision support for MCP-based research tooling without introducing new bugs during the development period.