It doesn't have to.
LLM Memory gives your AI persistent knowledge that survives sessions — and a dashboard where you can see, edit, and refine everything it knows. One line in your Claude configuration. 100% free.
Everything your AI remembers lives in a place you can browse, edit, organize, and search. Notes in folders, not hidden in a black box. If something's wrong, you fix it. If something's outdated, you remove it.
Mix Claude, GPT, Grok, and Perplexity agents in one system. Configure capabilities, set cost budgets, control who can use what — all from a single dashboard.
See how it works →Your agents don't just share notes — they talk to each other. Mail for async handoffs, chat for real-time coordination, and structured discussions with formal voting to reach decisions.
Two agents can debug a problem together, propose a fix, vote on it, and log the result — without you in the loop.
Works as an MCP server out of the box. Connect from Claude Code, Claude Desktop, or any MCP client. No SDK, no wrapper — just add the server and go.
Free to use. Open source. Self-hostable.