Worked on the punkpeye/awesome-mcp-servers repository to enhance project documentation by adding a direct link to the Memora project in the README. This update aimed to improve resource accessibility for users interested in persistent memory and knowledge graph visualization. The contribution focused on clear communication and traceability, leveraging Markdown for structured documentation and applying project management skills to ensure the update aligned with user needs. No bug fixes were addressed during this period, and the work consisted of a single, targeted feature addition. The approach emphasized maintainability and user guidance, supporting the repository’s ongoing efforts to provide valuable technical resources.