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33 changes: 24 additions & 9 deletions README.md
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<strong>🏆 Top-tier long-term memory + personalization</strong><br/>
<strong>💰 Saves 35.24% memory tokens</strong><br/>
<sub>LoCoMo 75.80 • LongMemEval +40.43% • PrefEval-10 +2568% • PersonaMem +40.75%</sub>
<a href="https://memos.openmem.net/">
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<img src="https://statics.memtensor.com.cn/memos/github_api_free_banner.gif" alt="MemOS Free API Banner">
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</p>

</div>

Get Free API: [Try API](https://memos-dashboard.openmem.net/quickstart/?source=github)
<!-- Get Free API: [Try API](https://memos-dashboard.openmem.net/quickstart/?source=github) -->

---
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<br>
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## 🦞 Enhanced OpenClaw with MemOS Plugin

![](https://cdn.memtensor.com.cn/img/1770612303123_mnaisk_compressed.png)

- [**72% lower token usage**](https://x.com/MemOS_dev/status/2020854044583924111) – intelligent memory retrieval instead of loading full chat history
- [**Multi-agent memory sharing**](https://x.com/MemOS_dev/status/2020538135487062094) – multi-instance agents share memory via same user_id. Automatic context handoff.
🦞 Your lobster now has a working memory system — choose **Cloud** or **Local** to get started.

### ☁️ Cloud Plugin — Hosted Memory Service

🦞 Your lobster now has a working memory system.
- [**72% lower token usage**](https://x.com/MemOS_dev/status/2020854044583924111) — intelligent memory retrieval instead of loading full chat history
- [**Multi-agent memory sharing**](https://x.com/MemOS_dev/status/2020538135487062094) — multi-instance agents share memory via same user_id, automatic context handoff

Get your API key: [MemOS Dashboard](https://memos-dashboard.openmem.net/cn/login/)
Try it: Full tutorial → [MemOS-Cloud-OpenClaw-Plugin](https://github.com/MemTensor/MemOS-Cloud-OpenClaw-Plugin)
Full tutorial → [MemOS-Cloud-OpenClaw-Plugin](https://github.com/MemTensor/MemOS-Cloud-OpenClaw-Plugin)

### 🧠 Local Plugin — 100% On-Device Memory

- **Zero cloud dependency** — all data stays on your machine, persistent local SQLite storage
- **Hybrid search + task & skill evolution** — FTS5 + vector search, auto task summarization, reusable skills that self-upgrade
- **Multi-agent collaboration + Memory Viewer** — memory isolation, skill sharing, full web dashboard with 7 management pages

🌐 [Homepage](https://memos-claw.openmem.net) ·
📖 [Documentation](https://memos-claw.openmem.net/docs/index.html) · 📦 [NPM](https://www.npmjs.com/package/@memtensor/memos-local-openclaw-plugin)

## 📌 MemOS: Memory Operating System for AI Agents

Expand All @@ -92,6 +104,9 @@ Try it: Full tutorial → [MemOS-Cloud-OpenClaw-Plugin](https://github.com/MemTe

### News

- **2026-03-08** · 🦞 **MemOS OpenClaw Plugin — Cloud & Local**
Official OpenClaw memory plugins launched. **Cloud Plugin**: hosted memory service with 72% lower token usage and multi-agent memory sharing ([MemOS-Cloud-OpenClaw-Plugin](https://github.com/MemTensor/MemOS-Cloud-OpenClaw-Plugin)). **Local Plugin** (`v1.0.0`): 100% on-device memory with persistent SQLite, hybrid search (FTS5 + vector), task summarization & skill evolution, multi-agent collaboration, and a full Memory Viewer dashboard.

- **2025-12-24** · 🎉 **MemOS v2.0: Stardust (星尘) Release**
Comprehensive KB (doc/URL parsing + cross-project sharing), memory feedback & precise deletion, multi-modal memory (images/charts), tool memory for agent planning, Redis Streams scheduling + DB optimizations, streaming/non-streaming chat, MCP upgrade, and lightweight quick/full deployment.
<details>
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9 changes: 8 additions & 1 deletion apps/memos-local-openclaw/README.md
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# 🧠 MemOS — OpenClaw Memory Plugin

[![npm version](https://img.shields.io/npm/v/@memtensor/memos-local-openclaw-plugin)](https://www.npmjs.com/package/@memtensor/memos-local-openclaw-plugin)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://github.com/MemTensor/MemOS/blob/main/LICENSE)
[![Node.js >= 18](https://img.shields.io/badge/node-%3E%3D18-brightgreen)](https://nodejs.org/)
[![GitHub](https://img.shields.io/badge/GitHub-Source-181717?logo=github)](https://github.com/MemTensor/MemOS/tree/main/apps/memos-local-openclaw)

Persistent local conversation memory for [OpenClaw](https://github.com/nicepkg/openclaw) AI Agents. Every conversation is automatically captured, semantically indexed, and instantly recallable — with **task summarization & skill evolution**, and **multi-agent collaborative memory**.

**Full-write | Hybrid Search | Task Summarization & Skill Evolution | Multi-Agent Collaboration | Memory Viewer**

> **Homepage:** 🌐 [Homepage](https://memos-claw.openmem.net) · 📖 [Documentation](https://memos-claw.openmem.net/docs/index.html) · 📦 [NPM](https://www.npmjs.com/package/@memtensor/memos-local-openclaw-plugin)

## Why MemOS

| Problem | Solution |
Expand Down Expand Up @@ -615,7 +622,7 @@ This section is for contributors who want to develop, test, or modify the plugin
### Clone & Setup

```bash
git clone https://github.com/tangbotony/MemOS.git
git clone https://github.com/MemTensor/MemOS.git
cd MemOS/apps/memos-local-openclaw
npm install
```
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2 changes: 1 addition & 1 deletion apps/memos-local-openclaw/package.json
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{
"name": "@memtensor/memos-local-openclaw-plugin",
"version": "0.3.20",
"version": "1.0.0",
"description": "MemOS Local memory plugin for OpenClaw — full-write, hybrid-recall, progressive retrieval",
"type": "module",
"main": "index.ts",
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