AI Agents
UI-TARS-desktop
ByteDance's open-source multimodal AI agent stack: GUI agents that see and operate real desktops
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View guide →Mobile-Agent — multimodal GUI agents that operate phones and PCs from screenshots and instructions.
MobileAgent is an open-source ai agents project by X-PLUG (X-PLUG/MobileAgent on GitHub). It has 9,281 GitHub stars and 930 forks, is released under the MIT license, and was last updated on GitHub on 7 July 2026.
Pick which member of the Mobile-Agent family and which scenario (phone, PC or web) fits your task, and check its specific setup in the repo.
Clone X-PLUG/MobileAgent from GitHub (or use the install path in the run steps below) and skim its README for the parts relevant to your goal.
Clone the repo and follow the chosen agent's instructions for dependencies, device connection and model configuration.
Run one of the provided demos on a connected device or emulator with a simple instruction, and review the agent's step-by-step actions.
The repo hosts the Mobile-Agent series of works, so you can pick the variant that matches your device and task type.
Agents are built on multimodal LLMs that read screenshots and screen content, not just view hierarchies.
Designed to operate real smartphone apps end to end from natural-language instructions.
Demos and variants cover desktop PC and web interfaces as well as phones.
The project publishes benchmark results for its agents alongside the code and demos.
The full family is available under the MIT license for research and adaptation.
Get the source from the official GitHub repository for MobileAgent.
git clone https://github.com/X-PLUG/MobileAgent.git
cd MobileAgentInstall the requirements for the Mobile-Agent variant you chose, following that variant's section in the README.
pip install -r requirements.txt # see README for the exact variant's requirements fileConnect a device or emulator, configure the model per the README, and launch a demo task.
# Follow the demo instructions for your chosen Mobile-Agent variant — see READMEX-PLUG, through the X-PLUG/MobileAgent repository.
Yes — the project is open source under the MIT license as recorded for this listing. You can use, modify and distribute it under the MIT terms.
The agents are driven by multimodal LLMs, so you typically configure your own model access or API key per the variant's instructions; the code itself is free.
Scripts replay fixed taps and break when apps change. MobileAgent's models perceive the live screen and decide actions dynamically — more general, but a research codebase where each variant has its own setup, rather than a packaged product.
Clone the repository (or use the documented installer), follow the install and configure steps on this page, and run the smallest real task first — run one of the provided demos on a connected device or emulator with a simple instruction, and review the agent's step-by-step actions.
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