by Lyellr88
Turn AI into a persistent, memory-powered collaborator. Universal MCP Server (supports HTTP, STDIO, and WebSocket) enabling cross-platform AI memory, multi-agent coordination, and context sharing. Built with MARM protocol for structured reasoning that evolves with your work.
# Add to your Claude Code skills
git clone https://github.com/Lyellr88/MARM-SystemsMemory Accurate Response Mode v2.2.6 - The intelligent persistent memory system for AI agents (supports HTTP and STDIO), stop fighting your memory and control it. Experience long-term recall, session continuity, and reliable conversation history, so your LLMs never lose track of what matters.
</div>Note: This is the official MARM repository. All official versions and releases are managed here.
Forks may experiment, but official updates will always come from this repo.
I've been focused on developing a new build powered by MARM Systems as its memory layer, a real-world application of the technology I've been creating. This deep dive into production memory systems has given me valuable insights into how MARM performs under real workflows.
I'm returning focus to MARM-MCP in Q1-2 2026 with lessons learned and new improvements. The time spent studying advanced memory architectures and system behavior will directly improve upcoming MARM-MCP updates with better semantic search, optimized recall patterns, and enhanced multi-session handling.
Expected Q1 2026 improvements:
Thank you for your patience and support.