Armel Bobda focused on enhancing the MCP Server documentation within the topoteretes/cognee repository, aiming to streamline developer onboarding and reduce support overhead. He updated the Markdown-based documentation to accurately reflect all ten tools implemented in server.py, ensuring that tool descriptions were comprehensive and up to date. By aligning tool names in the README with the codebase, Armel improved naming consistency and minimized potential misconfigurations. His work demonstrated strong skills in technical writing, documentation tooling, and version control. These improvements contributed to clearer communication of tool capabilities, faster integration for new developers, and improved maintainability across the project’s documentation assets.