Piotr Nowakowski developed comprehensive documentation for Model Context Protocol (MCP) integration within the lfnovo/open-notebook repository, focusing on enabling seamless access to notebooks and chat features from AI assistants such as Claude Desktop and VS Code. He approached the task by creating both README updates and a dedicated integration guide, emphasizing clarity and ease of onboarding for developers. His work leveraged skills in documentation engineering, API integration, and AI workflow design, using Markdown as the primary language. While the contribution was limited to documentation rather than code or bug fixes, it addressed integration challenges and improved cross-tool compatibility for future development.