AgentMemory
ActiveDescription
A persistent memory system for AI coding agents, designed around real-world benchmarks to preserve context across sessions.
Key Features
- Cross-session persistent memory — AI coding agents preserve context across sessions, no re-explanation needed
- MCP protocol support — 53 MCP tools compatible with Claude Code, Copilot, Cursor and other agents
- Auto hook system — 12 automatic hooks save and retrieve memories during agent operations
- High-performance retrieval — 95.2% R@5 recall rate, 92% token savings
- Zero external dependencies — Built-in embeddings and vector storage, no external databases needed
- Real-time viewer — Visual interface to view and manage agent memory content
Use Cases
💡 Let coding agents remember previous project decisions and code context in new sessions
💡 Share project knowledge and learnings across multiple coding tools
💡 Automatically record agent learnings for team reuse
💡 Reduce token consumption in agent interactions for better efficiency
Strengths & Limitations
✅ Strengths
- • Actively maintained, recent updates
- • High community interest (27.1k stars)
- • Permissive open-source license (Apache-2.0)
Categories
Quick Start
npm install -g @agentmemory/agentmemory
agentmemory
agentmemory connect claude-code