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MobileAgent

X-PLUG/MobileAgent · Updated

Mobile-Agent: The Powerful GUI Agent Family

X-PLUG/MobileAgent is a Python repository in the Coding Assistants category with 9,340 stars and 939 forks on GitHub, released under the MIT license, last updated yesterday.

#agent#android#app#automation#copilot#gui#mllm#mobile
View on GitHub 9.3kGitHub stars

How to install MobileAgent in your AI client

Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.

How to install MobileAgent in Claude CodeAnthropic's agentic CLI

  1. Clone & open

    bash
    git clone https://github.com/X-PLUG/MobileAgent.git
    cd MobileAgent
    claude
  2. Let Claude read it

    Ask “/init” to generate a CLAUDE.md, then have Claude explain, run, or extend the codebase. It reads files on demand.

Documentation

Full README

Mobile-Agent: The Powerful GUI Agent Family by Tongyi Lab, Alibaba Group

👏 Welcome to try Mobile-Agent-v3.5 via our [ Modelscope online demo](http://modelscope.cn/studios/MobileAgentTest/computer_use) or [ Bailian online demo](https://bailian.console.aliyun.com/next?tab=demohouse#/experience/adk-computer-use/pc)!

❗️We provide the Mobile-Agent-v3.5 API on Bailian for quick experience. View the documentation.

🤗 GUI-Owl-1.5 Collection | GUI-Owl-1.5 Collection

🤗 GUI-Owl-32B | GUI-Owl-32B | 🤗 GUI-Owl-7B | GUI-Owl-7B

English | 简体中文 <hr>

📢News

  • [2026.5.12] 🔥🔥🔥 ToolCUA is released! An end-to-end Computer Use Agent for optimal GUI-Tool path orchestration, featuring a 2-stage training pipeline (trajectory-aware tool synthesis → Online Agentic RL) to master when to use GUI actions, invoke tools, and switch between them. See HuggingFace for the paper and model weights. Github.
  • [2026.3.31]🔥🔥 The Mobile-Agent-v3.5 is now available on Alibaba Cloud Wuying Cloud Phone (无影云手机) - a cloud-based Android environment for seamless Mobile Use experience. Learn More: Alibaba Cloud Wuying Cloud Phone | Documentation.
  • [2026.3.19]🔥🔥 The GUI-Owl-1.5 series models are now available for online inference. Please refer to the **Alibaba Cloud Bailian**, and **Modelscope API-Inference**.
  • [2026.2.14]🔥 GUI-Owl-1.5 is released, a new family of native multi-platform GUI agent foundation models (2B/4B/8B/32B/235B; Instruct & Thinking). The next-generation native GUI agent model family built on Qwen3-VL, supporting desktop/mobile/browser automation and achieving SOTA results on 20+ GUI benchmarks, with strong performance on end-to-end tasks, grounding, tool/MCP calling, and long-horizon memory. Model weights are available on HuggingFace. Technical report is avaliable on Link. See the GUI-Owl 1.5 README for details.
  • [2025.11.25] The GUI-Owl series models are now available for online inference, thanks to **Alibaba Cloud Bailian** for providing computing power support. Please refer to the Link.
  • [2025.10.30] We released OSWorld-MCP, which is a benchmark for evaluating Model Context Protocol (MCP) tool invocation capabilities in real-world scenarios. See the Link.
  • [2025.9.24] We've released the demo on ModelScope that's based on Wuying Cloud Desktop and Phone. No need to deploy models locally or prepare devices, just input your instruction to experience Mobile-Agent-v3! ModelScope Demo Link and Bailian Demo Link. For a limited-time free Mobile-Agent-v3 API, please check the documentation. The new version based on Qwen-3-VL is coming soon.
  • [2025.9.19] GUI-Critic-R1 has been accepted by The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025).
  • [2025.9.16] We have released our latest work, UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning. The paper, code, dataset and model are now open-sourced.
  • [2025.9.16] We've open-sourced the code of GUI-Owl and Mobile-Agent-v3 on OSWorld, AndroidWorld, and real-world mobile scenarios. See the OSWorld Code. The OSWorld RL-tuned checkpoint of GUI-Owl is also released. See the AndroidWorld Code and Real-world Scenarios Code.
  • [2025.8.20]All new GUI-Owl and Mobile-Agent-v3 are released! Technical report can be found here. And model checkpoint will be released on GUI-Owl-7B and GUI-Owl-32B.
  • GUI-Owl is a multi-modal cross-platform GUI VLM with GUI perception, grounding, and end-to-end operation capabilities.
  • Mobile-Agent-v3 is a cross-platform multi-agent framework based on GUI-Owl. It provides capabilities such as planning, progress management, reflection, and memory.
  • [2025.8.14]Mobile-Agent-v3 won the best demo award at the *The 24rd China National Conference on Computational Linguistics* (CCL 2025).
  • [2025.3.17] PC-Agent has been accepted by the ICLR 2025 Workshop.
  • [2024.9.26] Mobile-Agent-v2 has been accepted by **The Thirty-eighth Annual Conference on Neural Information Processing Systems (Neur

…

Excerpt — the full document is on GitHub.

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