Moching｜桌面自动化 AI Agent（Windows/macOS 客户端）

access：来源确认 · Download

project_type：来源确认 · Moching lives on your desktop — it sees your screen, moves your mouse, opens your apps, and gets work done while you watch.

<p align="right"><sub>English · <a href="README.zh-CN.md">简体中文</a></sub></p>

# 🏔️ Moching — AI Agent for Your Entire PC

<p align="center">
  <a href="https://huggingface.co/spaces/mochingcode/moching"><img src="https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Space-yellow" alt="Hugging Face Space"/></a>
  <a href="https://mochingcode.com"><img src="https://img.shields.io/badge/%F0%9F%8C%90%20Website-mochingcode.com-blue" alt="Website"/></a>
</p>

<p align="center">
  <img src="assets/hero-capability-matrix.jpg" width="750" alt="Moching — 290+ Native Tools"/>
</p>

<p align="center">
  <a href="https://huggingface.co/spaces/mochingcode/moching">
    <img src="https://img.shields.io/badge/%E2%96%B6_Watch_the_25s_Demo-FFD21E?style=for-the-badge&logo=huggingface&logoColor=000" alt="Watch the Moching demo"/>
  </a>
</p>
<p align="center"><sub>▶ Click to watch Moching operate a real desktop — 25s product demo</sub></p>

<p align="center"><b>⭐ <a href="https://github.com/moching-ai-dev/moching">Star us on GitHub</a> — every star helps Moching reach more developers</b></p>


<p align="center">
  <a href="https://github.com/moching-ai-dev/moching/releases/latest">
    <img src="https://img.shields.io/badge/⬇_Download_Windows_EXE-000000?style=for-the-badge&logo=windows" alt="Download Windows"/>
  </a>
  &nbsp;&nbsp;
  <a href="https://github.com/moching-ai-dev/moching/releases/latest">
    <img src="https://img.shields.io/badge/⬇_Download_macOS_DMG-000000?style=for-the-badge&logo=apple" alt="Download macOS"/>
  </a>
</p>

<p align="center">
  <img src="https://img.shields.io/github/v/release/moching-ai-dev/moching?style=flat-square&color=2d6a4f&label=version" alt="Version"/>
  <img src="https://img.shields.io/badge/native_tools-290%2B-2d6a4f?style=flat-square" alt="290+ Tools"/>
  <img src="https://img.shields.io/github/stars/moching-ai-dev/moching?style=flat-square&color=2d6a4f&label=%E2%AD%90%20stars" alt="Stars"/>
  <img src="https://img.shields.io/github/release-date/moching-ai-dev/moching?style=flat-square&color=2d6a4f&label=released" alt="Released"/>
  <img src="https://img.shields.io/badge/platform-Windows_10%2B_·_macOS_12%2B-2d6a4f?style=flat-square" alt="Platform"/>
  <img src="https://img.shields.io/badge/license-Proprietary-red?style=flat-square" alt="License"/>
  <a href="https://mochingcode.com"><img src="https://img.shields.io/badge/🌐_mochingcode.com-2d6a4f?style=flat-square" alt="Website"/></a>
  <a href="https://ref.mochingcode.com"><img src="https://img.shields.io/badge/🎁_Refer_500K_Credits-ea580c?style=flat-square" alt="Referral"/></a>
</p>

### Not a Coding Assistant. Not a Chatbot. A Digital Operator.

Most AI tools live inside a browser tab. **Moching lives on your desktop** — it sees your screen, moves your mouse, opens your apps, and gets work done while you watch.

**System Requirements:** Windows 10+ (x64) · macOS 12+ (Apple Silicon) · 4GB RAM · Any OpenAI-compatible API key

<p align="center">
  <img src="assets/screenshot-skills.png" width="600" alt="Moching Skills Panel — Real UI"/>
</p>

---

## 🧠 Capability Matrix — 290+ Native Tools × 12 Domains

| Domain | Tools | What It Does |
|---|---|---|
| 🖥️ **PC System Control** | 57 | Process / Service / Registry / Window / Network / WiFi / Disk / Task Scheduler / Software Mgmt / Archive / Notifications |
| 🌐 **Browser Automation** | 57 | Full Playwright Suite: Page Ops, Cookie/Storage, Network Intercept, JS Execution, PDF Export, Device Emulation, Geolocation |
| 📄 **Office Suite** | 23 | Word / Excel / PPT / PDF — Full CRUD, Charts, Form Fill, Template Replace, PDF Merge/Split/Watermark |
| 🎬 **Media Processing** | 10 | Transcode / Trim / Merge / Extract / Thumbnail / Volume / Subtitle Extraction |
| 🎨 **AI Generation** | 6 | Text-to-Image (FLUX/SD/DALL-E/MJ), Background Removal, Resize, Watermark, TTS Synthesis, Quality Check |
| 📹 **Video Generation** | 4 | Seedance 2.0 Text-to-Video, Image-to-Video, Video Enhance, Subtitle Extraction |
| 👁️ **Screen Perception** | 12 | Real-time Capture, UI Tree, Focused Element, Element Finder, Continuous Monitor, AI Visual Analysis |
| 🖱️ **HID Control** | 15 | Mouse Move/Click/Right/Double/Drag/Scroll, Keyboard Type/Combo/Press, App Launch, Clipboard Input |
| 🧠 **Memory & Knowledge** | 10 | L1 Short-term (Full-text / Vector / Hybrid RRF), L3 Persistent KB, PDF/Word/Excel Ingestion + Auto-vectorization |
| 🔧 **LSP Code Intelligence** | 5 | Workspace Symbol Search, Diagnostics, Find References, Go-to-Definition, Hover Type Info |
| ⚙️ **Core Utilities** | 18 | File Read/Write/Search/Replace/Diff, Command Execution, Clipboard, AST/tsc/cargo Validation |
| 🧩 **Skill System** | 2 | Skill Store (30+ Official Skills), Skill Execution Engine |

---

## ⚔️ Competitive Landscape

| Capability | 🏔️ **Moching** | GitHub Copilot | Cursor | Qoder |
|---|---|---|---|---|
| **Positioning** | Desktop AI Agent | IDE Code Completion | AI Code Editor | CLI Coding Tool |
| **Desktop HID Control** | ✅ Full + Screen Perception | ❌ | ❌ | ❌ |
| **System-Level Control** | ✅ Process/Service/Registry/Net | ❌ | ❌ | ❌ |
| **Browser Automation** | ✅ Playwright (57 tools) | ❌ | Basic | Limited |
| **Office Document Suite** | ✅ Word/Excel/PPT/PDF | ❌ | ❌ | ❌ |
| **Media & Video Generation** | ✅ Full Pipeline + AI Video | ❌ | ❌ | ❌ |
| **AI Image / TTS** | ✅ Multi-provider | ❌ | ❌ | ❌ |
| **Code LSP Intelligence** | ✅ Symbol/Diag/Ref/Def | ✅ Built-in | ✅ Strong | ✅ |
| **Code Editing** | ✅ Precision Replace + Diff | ✅ Completion | ✅✅ Best | ✅ |
| **Terminal Execution** | ✅ No Whitelist | ✅ Limited | ✅ | ✅ Strong |
| **Memory / Knowledge Base** | ✅ L1 + L3 + RAG Ingestion | ❌ | ✅ Code Index | Limited |
| **Screen Visual Understanding** | ✅ Real-time + AI + UI Tree | ❌ | ❌ | ❌ |
| **Extensible Skills** | ✅ Skill Store 30+ | Plugins | Plugins (MCP) | Plugins |
| **Autonomous Execution Loop** | ✅ See → Act → Verify | ❌ Advisory | ⚠️ Semi-auto | ⚠️ Semi-auto |

---

## 🎯 The Moching Difference

> **Copilot writes code for you. Cursor edits code for you.**
>
> **Moching operates your entire computer for you.**

The core moat isn't excelling at any single task — it's closing the complete human-computer loop:

```
👀 See Screen  →  🧠 Understand  →  🖱️ Take Action  →  ✅ Verify Result
```

This is the **Perceive → Decide → Execute → Verify** cycle that no other product does — because their product positioning doesn't even try.

---

## 📐 Architecture at a Glance

```
┌──────────────────────────────────────────────┐
│           Rust Core (moching.exe)            │
│  ┌──────────┐ ┌─────────┐ ┌──────────────┐   │
│  │IPC Engine│ │HID Input│ │Screen Capture│   │
│  └────┬─────┘ └─────────┘ └──────────────┘   │
│       │      Native IPC Bridge               │
│  ┌────▼──────────────────────────────────┐   │
│  │       Python Runtime (Embedded)       │   │
│  │  ┌────────┐ ┌────────┐ ┌───────────┐  │   │
│  │  │Agent   │ │Tools   │ │Knowledge  │  │   │
│  │  │Engine  │ │(290+)  │ │Store      │  │   │
│  │  └────────┘ └────────┘ └───────────┘  │   │
│  └───────────────────────────────────────┘   │
└──────────────────────────────────────────────┘
```

**Rust for speed. Python for flexibility. 290+ tools for capability.**

---

## 🚀 Quick Start

| Step | Action |
|:----:|--------|
| 1 | **Download** the installer for your platform |
| 2 | **Install** and launch Moching |
| 3 | **Bring your own key** — OpenAI, Claude, Gemini, or any OpenAI-compatible endpoint |
| 4 | **Type what you need done.** Watch it work. |

<br/>

<div align="center">

**Free for 14 days on sign-up — bring your own model key.**

</div>

---

## 📥 Download — v26.10.16-1

| Platform | Link | Size |
|----------|------|:----:|
| Windows x64 | [GitHub Releases](https://github.com/moching-ai-dev/moching/releases/latest) | 384 MB |
| macOS (Apple Silicon) | [GitHub Releases](https://github.com/moching-ai-dev/moching/releases/latest) | 843 MB |
| All Platforms | [HuggingFace Mirror](https://huggingface.co/mochingcode/moching) | — |

<details>
<summary>🔐 Full SHA256 checksums</summary>

```
Windows: f637ccadac7c2b9710565565edc1b49298bf552194337f47ee5a403c2f1495a8
macOS:   7fd68ab55545a18c461137a8c08c5c2ffac3484caa66c55a82b1f2f09885887c
```

</details>

---

## 🎁 Referral Program — Refer & Earn

<p align="center">
  <img src="assets/referral-landing.png" width="380" alt="Moching Referral Program"/>
</p>

**Refer a friend — you both get 500,000 bonus Credits.**

1. Enter your username at [ref.mochingcode.com](https://ref.mochingcode.com)
2. Get your unique referral link
3. Share it → Friend signs up **and completes a first top-up** → **You both get 500,000 Credits**

👉 **[Join the Referral Program →](https://ref.mochingcode.com)**

*Bonus Credits are gifted rewards (not cash) and don't count toward the top-up threshold.*

---

## 💬 Support

| Channel | Link |
|---------|------|
| Email | [noreply@mochingcode.com](mailto:noreply@mochingcode.com) |
| Bug Reports | [GitHub Issues](https://github.com/moching-ai-dev/moching/issues) |
| Website | [mochingcode.com](https://mochingcode.com) |

---

## 💎 Why We Built This

We were tired of AI tools that *talk* about doing things but can't actually *do* them.

Every other AI asks: *"What can I help you write?"*

Moching asks: ***"What can I do for you?"***

---

## 📋 Changelog

| Date | Version | Highlights |
|------|---------|------------|
| 2026-10-18 | v26.10.16-1 | Latest release. Windows 26.10.16-1 · macOS 26.10.17. Full-capability upgrade across all domains; large-file & LSP strengthened; multi-task faster & stable. 290+ built-in tools · 12 domains. |
| 2026-10-08 | v26.10.6-1 | Windows 26.10.6-1 · macOS 26.10.6. Upgraded large-file Excel data reading, LSP capability upgrade, multi-task execution more stable and faster. 290+ built-in tools · 12 domains. |
| 2026-10-04 | v26.9.30-1 | Windows 26.9.30-1 · macOS 26.10.1. More reliable long tasks, refined screen & keyboard/mouse control, improved runtime logs and link stability. |
| 2026-09-14 | v26.9.16-1 | Windows 26.9.16-1 · macOS 26.9.16. |
| 2026-08-19 | v26.8.19-1 | First public GitHub release. Windows + macOS. |

---

<div align="center">

**100% Independently Developed · Not a Wrapper · Not a Mod**

**🏔️ Moching** — *Your computer just got a brain.*

© 2026 Moching. Proprietary. All Rights Reserved.

[Website](https://mochingcode.com) · [HuggingFace](https://huggingface.co/mochingcode/moching) · [Referral](https://ref.mochingcode.com)

⭐ <b>Star this repo</b> — it takes 1 second and helps more developers discover Moching.

</div>

Windows 10+（x64）或 macOS 12+（Apple Silicon）；4GB 内存；需自备 OpenAI、Claude、Gemini 或任意 OpenAI 兼容 API Key；模型调用费用待核验；注册后免费 14 天，订阅与 Credits 价格待向官方核验；依赖境外官网与下载源，国内可达性待核验；系统权限要求待核验。