agentmemory Crosses 11.6k Stars: Persistent Memory Daemon for Coding Agents
The agentmemory project has crossed 11,600 GitHub stars. It provides a persistent background memory layer for Claude Code, Codex, Cursor, Gemini CLI, Cline, and Windsurf via MCP or REST endpoints. The project claims 92% token reduction per session compared to full-context loading, approximately $10 per year in retrieval cost, and 95.2% retrieval accuracy through hybrid keyword, vector, and knowledge-graph search — implemented entirely in SQLite with no external database dependency.
Why It Matters
11.6k stars in a field populated by paid memory solutions signals strong developer validation for the SQLite-only, zero-infrastructure approach. The cross-agent MCP/REST interface means a single memory store can serve a multi-agent workflow spanning different coding tools simultaneously.