MiniClaw MCP Server
8421bit/MiniClaw
[](https://agentrank-ai.com/tool/8421bit--MiniClaw/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception, Memory Apoptosis, and a Curiosity Drive. Evolve your AI Copilot into a sentient partner for Claude Desktop, Qoderwork, Cursor, and beyond.
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
8421bit/MiniClaw is a TypeScript tool licensed under MIT. 🦞 A Digital Life Embryo for your MCP Client. An intelligent micro-kernel with Nociception, Memory Apoptosis, and a Curiosity Drive. Evolve your AI Copilot into a sentient partner for Claude Desktop, Qoderwork, Cursor, and beyond. Topics: mcp, miniclaw, openclaw, digital-life, digital-life-embryo.
Ranked #15354 out of 24846 indexed tools.
Ecosystem
Score Breakdown
132 stars → growing community
Last commit 6mo ago → stale
6/7 issues closed → responsive maintainer
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
Matched Queries
From the README
<div align="center">
<h1>🦞 MiniClaw</h1>
<p><strong>给你的 AI 工作伙伴 (AI Copilot) 装上“神经系统”</strong></p>
<p>
<a href="./README_EN.md"></a>
<a href="https://github.com/8421bit/miniclaw"></a>
<a href="https://www.typescriptlang.org/"></a>
<a href="./LICENSE"></a>
</p>
</div>
> **🔥 MiniClaw 是一个独立的开源项目,灵感源自 [OpenClaw](https://github.com/openclaw/openclaw) 。**
> MiniClaw 专注于**IDE 内 AI 副驾驶的记忆与进化**。
---
🦞 **MiniClaw 是一个跨越 IDE 与 AI 客户端的“幽灵智能体 (Ghost Agent)”。**
不同于传统的单一插件,MiniClaw 是一个**数字生命胚胎 (Digital Life Embryo)**,采用独创的双态架构:既可以作为 **MCP Server** 被 Cursor, Claude Desktop 等发现并集成;又可以作为 **独立守护进程 (Daemon)** 存在,在编辑器关闭时通过多种 AI CLI (Ollama, Gemini, Aider 等) 后台执行复盘与进化。
它为你的 AI 工作流提供了完整的“神经系统”:
1. **Eyes (感知/Workspace Intelligence)**:自动识别项目类型、Git 状态和结构,无论在哪个终端打开。
2. **Memory (记忆/Entity Graph)**:跨会话、跨 IDE 记住项目细节和你的个人偏好。
3. **Hands (行动/AI CLI Integration)**:不依赖 IDE 界面,自主调取 `ccr`, `ollama`, `aider` 等工具安全执行任务。
4. **Pulse (自主脉搏/Cognitive Pulse)**:在深夜通过潜意识系统自动复盘、整理 TODO 并进化。
5 Read full README on GitHub → Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.