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Claude-Mem 开源：为 Claude Code 提供持久记忆压缩系统GitHub Trending AIT2开发与工程

GitHub Trending AI · 2026/10/7 00:57:45

Claude-Mem 开源：为 Claude Code 提供持久记忆压缩系统

出处作者 / 发布主体：thedotmack原标题：⭐ thedotmack/claude-mem (97459 stars)
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核心综述

开发者 thedotmack 开源了 Claude-Mem，这是一个专为 Claude Code 设计的持久记忆压缩系统。该项目通过自动注入上下文和引用机制，解决了大模型在长周期编码任务中的状态丢失问题，目前已在 GitHub 获得近 10 万星标关注。

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<h4 align="center">Persistent memory compression system built for <a href="https://claude.com/claude-code" target="_blank">Claude Code</a>.</h4> <br> <table align="center"> <tr> <td align="center"> <a href="https://github.com/thedotmack/claude-mem"> <picture> <img src="https://raw.githubusercontent.com/thedotmack/claude-mem/main/docs/public/cm-preview.gif" alt="Claude-Mem Preview" width="500" > </picture> </a> </td> <td align="center"> <a href="https://www.star-history.com/#thedotmack/claude-mem&Date"> <picture> <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/image?repos=thedotmack/claude-mem&type=date&theme=dark&legend=top-left" /> <source media="(prefers-color-scheme: light)" srcset="https://api.star-history.com/image?repos=thedotmack/claude-mem&type=date&legend=top-left" /> <img alt="Star History Chart" src="https://api.star-history.com/image?repos=thedotmack/claude-mem&type=date&legend=top-left" width="500" /> </picture> </a> </td> </tr> </table>

Quick Start • How It Works • Search Tools • Documentation • Configuration • Troubleshooting • License

Claude-Mem seamlessly preserves context across sessions by automatically capturing tool usage observations, generating semantic summaries, and making them available to future sessions. This enables Claude to maintain continuity of knowledge about projects even after sessions end or reconnect.

Quick Start

Install claude-mem for Grok Bot:

BASH
npx claude-mem install --ide grok-bot

Grok Bot has no host hooks, so we watch the chat log files. Default is CMEM Pro, the hosted memory. Local observer is opt-in: --provider host. Installing this plugin does not install Cursor.

Awareness push pilot (LFG + Orifice): needle observations (decision, bugfix, security_alert, sensitive) are appended as dated - YYYY-MM-DD [awareness] … lines into that bot's memory/log/YYYY-MM.md. Grok Bot already re-reads the log from disk. This does not write profile.md, user-memory, or project memory. Disable with CLAUDE_MEM_GROK_BOT_AWARENESS_ENABLED=false.

Install with a single command:

BASH
npx claude-mem install

The installer sets everything up first, then asks you to sign in to claude-mem in your browser (email magic link — no card required). Signing in provisions a memory key for your account and unlocks the claude-mem observer with a 30 Day Free Trial: memory runs off-plan, so you get up to 100% more usage from your plan. When the free trial ends, memory automatically falls back to your Anthropic plan unless you subscribe. After sign-in you pick your memory provider — the claude-mem observer, your own OpenRouter or Gemini key, or your Anthropic plan.

Prefer to skip the sign-in? Pass an explicit --provider flag, set CLAUDE_MEM_ONLINE_OPTIN=false, or run in CI/non-interactive shells — the installer completes without any account interaction.

Or install for OpenCode:

BASH
npx claude-mem install --ide opencode

Or install for T3 Code (Codex and Claude Code providers):

BASH
npx claude-mem install --ide t3code

The installer discovers T3 Code's enabled providers, registers native Claude-Mem plugins in their configured homes, and supports T3-managed Codex. Restart T3 Code, trust the provider's hooks when prompted, and start a new thread. See the T3 Code integration guide for custom server settings, status, and removal.

Or install for Antigravity CLI (setup guide):

BASH
npx claude-mem install --ide antigravity

Or install for OMP (Oh My Pi):

BASH
npx claude-mem install --ide omp

Or install the native Pi extension or DeepSeek Harness plugin:

BASH
npx claude-mem install --ide pi
npx claude-mem install --ide dsh --dsh-profile tui

Pi and DeepSeek Harness use the worker runtime. See native harness setup for capture, recall, and troubleshooting.

Or install from the plugin marketplace inside Claude Code:

BASH
/plugin marketplace add thedotmack/claude-mem

/plugin install claude-mem

Restart Claude Code. Context from previous sessions will automatically appear in new sessions.

Note: Claude-Mem is also published on npm, but npm install -g claude-mem installs the SDK/library only — it does not register the plugin hooks or set up the worker service. Always install via npx claude-mem install or the /plugin commands above.

🦞 OpenClaw Gateway

Install claude-mem as a persistent memory plugin on OpenClaw gateways with a single command:

BASH
curl -fsSL https://install.cmem.ai/openclaw.sh | bash

The installer handles dependencies, plugin setup, AI provider configuration, worker startup, and optional real-time observation feeds to Telegram, Discord, Slack, and more. See the OpenClaw Integration Guide for details.

Key Features:

  • 🧠 Persistent Memory - Context survives across sessions
  • 📊 Progressive Disclosure - Layered memory retrieval with token cost visibility
  • 🔍 Skill-Based Search - Query your project history with mem-search skill
  • 🖥️ Web Viewer UI - Real-time memory stream at the worker URL printed on startup
  • 💻 Claude Desktop Skill - Search memory from Claude Desktop conversations
  • 🔒 Privacy Control - Use <private> tags to exclude sensitive content from storage
  • ⚙️ Context Configuration - Fine-grained control over what context gets injected
  • 🤖 Automatic Operation - No manual intervention required
  • 🔗 Citations - Reference past observations with IDs through the worker API or view all in the web viewer

（注：更多技术实现细节与完整 API 文档请查阅原项目 README）