Memorix provides a tiered cross-agent memory system that lets AI coding assistants retain context, reasoning traces, and workspace knowledge across sessions and multi-agent sessions. It implements the Model Context Protocol to integrate with clients such as Claude Code, Cursor, Windsurf, GitHub Copilot, and Gemini CLI. The project supports agent team collaboration, workspace synchronization, and multi-agent orchestration through a local-first architecture.