Persistent memory for AI agents

What it does

Every AI session starts from zero. You re-explain context. The agent re-asks. It suggests what you already tried. Agentmemory.md is a self-hosted MCP memory server that persists across every session. Works with Cursor, Claude Desktop, OpenClaw, ChatGPT and any MCP agent. What it stores: decisions with rationale, project context, failed experiments, goals, people, coding preferences. Docker + Tailscale. One-click install for Cursor.

Give your AI agent a brain that persists across every session. Semantic search, knowledge graph, and 22 MCP tools. Self-host with Docker in minutes.

Your agent forgets everything between sessions. agentmemory.md gives it a brain — decisions, context, goals, and learnings that persist forever. Every session starts from zero. You repeat yourself. The agent re-asks. Nothing sticks. Re-making decisions you already settled — "should we use Redis or Postgres?" Past decisions with rationale, project stack, failed experiments and their root causes, deployment workflows and gotchas. Stakeholders, customers, collaborators — who owns what, what customers have said, feedback linked to products. Goals, initiatives, and tasks tracked across sessions. The agent picks up exactly where you left off. Coding style, tooling preferences, anti-patterns,…from agentmemory.md

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