During November 2025, Paddy Walsh developed official integration documentation for the modelcontextprotocol/servers repository, focusing on guiding developers through connecting to the Diffusion MCP Server for topic management and monitoring. The work centered on API management and integration, using Markdown to create clear, standards-aligned documentation that reduces onboarding time and ambiguity for new users. By detailing the steps required for reliable deployments, Paddy addressed common pain points in server integration and monitoring. The documentation was co-authored and delivered as a single feature, reflecting a targeted, in-depth approach to improving developer experience and supporting more consistent, maintainable integrations within the project.