PCIRCLE-AI/memesh-llm-memory
9 stars · Last commit 2026-04-25
The lightest universal AI memory layer. One SQLite file, any LLM, zero cloud. MCP + HTTP + CLI. Smart Recall, Knowledge Evolution, Auto-Capture, Interactive Dashboard.
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<p align="center">
<h1 align="center">MeMesh LLM Memory</h1>
<p align="center">
<strong>Local memory for Claude Code and MCP coding agents.</strong><br />
One SQLite file. No Docker. No cloud required.
</p>
<p align="center">
<a href="https://www.npmjs.com/package/@pcircle/memesh"><img src="https://img.shields.io/npm/v/@pcircle/memesh?style=flat-square&color=3b82f6&label=npm" alt="npm" /></a>
<a href="LICENSE"><img src="https://img.shields.io/badge/license-MIT-22c55e?style=flat-square" alt="MIT" /></a>
<a href="https://nodejs.org"><img src="https://img.shields.io/badge/node-%3E%3D20-22c55e?style=flat-square" alt="Node" /></a>
<a href="https://modelcontextprotocol.io"><img src="https://img.shields.io/badge/MCP-compatible-a855f7?style=flat-square" alt="MCP" /></a>
</p>
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## The Problem