linggen-memory MCP Server
linggen/linggen-memory
[](https://agentrank-ai.com/tool/linggen--linggen-memory/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
linggen/linggen-memory is a Rust tool licensed under MIT. Local-first semantic memory for AI assistants — one store your preferences, decisions and gotchas follow you into, across Claude Code, Codex, Cursor and Zed. Topics: ai, context-window, developer-tools, lancedb, mcp, rust, agent-memory, ai-memory, claude-code, embeddings, llm, local-first, memory, semantic-search.
Ranked #5316 out of 24846 indexed tools.
Ecosystem
Score Breakdown
109 stars → growing community
Last commit 1mo ago → moderate activity
No issues filed → no history to score
1 contributor → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
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From the README
# linggen-memory **One memory of you, shared by every agent you use** — Claude Code, Codex, OpenClaw, and Linggen's own Ling and Yinyue. Tell Claude Code something on Monday; Codex knows it on Tuesday. One local daemon, one store on your machine. No SaaS, no API key, no signup. **Not just remember and recall — everything a brain does.** A good memory holds some things for a day and others for years, brings back what matters, lets go of what does not, collapses duplicates, merges what belongs together, checks its own work, and settles contradictions when it finds them. That is what `ling-mem` does. **It works on its own.** Install it into the agents you already use and stop there if you like. It is also the memory of [Linggen](https://linggen.dev) — so if you ever meet Yinyue, the companion there, she already knows you on day one. > **Status: stable — latest release 1.8.2.** Store schema and the CLI/HTTP/MCP contract are frozen. Prebuilt binaries for macOS Apple Silicon and Linux xRead full README on GitHub →
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