During December 2025, Escott developed the ContextStream MCP Server – Universal Persistent Memory feature within the punkpeye/awesome-mcp-servers repository. This work introduced a persistent memory layer designed to enhance knowledge retention for AI coding tools, supporting more reliable and memory-augmented workflows across the MCP stack. Escott focused on AI integration and knowledge management, implementing the feature using Markdown for documentation and onboarding. By integrating the new capability into the Knowledge & Memory documentation, Escott enabled improved team visibility and laid the groundwork for scalable, memory-centric AI tooling, demonstrating depth in both technical implementation and documentation-driven knowledge sharing.