During March 2026, Thohd contributed to the punkpeye/awesome-mcp-servers repository by integrating the Mnemos persistent memory engine into the MCP infrastructure. This work focused on enhancing memory management for AI coding agents, enabling them to maintain persistent state across workflows. Thohd approached the task by updating project documentation in Markdown to clearly explain Mnemos’s role in storing architectural decisions, bug root causes, and project conventions, thereby improving traceability and onboarding for new contributors. The integration leveraged skills in AI development, documentation, and memory management, resulting in a deeper, more maintainable infrastructure for AI applications within the MCP ecosystem.