During December 2025, Benoit Bonnin developed an automated MCP server within the punkpeye/awesome-mcp-servers repository, focusing on streamlining the conversion of OpenAPI and Swagger specifications into MCP tools. He implemented automation that standardized the generation of REST API tooling, reducing manual intervention and minimizing the risk of human error. By centralizing the conversion logic, Benoit improved the maintainability and repeatability of the MCP tooling workflow. His work leveraged skills in API development and expertise with OpenAPI and Swagger, resulting in a more consistent and efficient process for managing MCP tools. The project was primarily documented and coordinated using Markdown.