Tongyi-MAI/MAI-UI

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2228 stars · 202 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Qwen-UI-Agent (MAI-UI) is a foundation GUI agent model from Alibaba's Tongyi-MAI team that unifies mobile, desktop, browser, and deep-research task execution in a single model. It combines GUI grounding and navigation with a hybrid GUI+CLI action space, trained via scalable long-horizon online reinforcement learning on real devices.

Use cases

• automate tasks on android apps via a gui agent
• control a desktop computer with natural language instructions
• navigate websites and complete browser tasks automatically
• perform deep research combining web search and gui actions
• evaluate gui agents on real-device mobile benchmarks
• build an agent that clicks, types, and runs shell commands
• benchmark screen grounding on screenspot-pro or osworld

When to choose

• you need a state-of-the-art open GUI agent spanning mobile, desktop, and web
• you want real-device training/evaluation environments instead of simulators
• you need hybrid GUI plus CLI action execution with batched actions
• you are researching long-horizon online RL for agents

When to avoid

• you need a simple RPA tool without ML models
• you require a permissively licensed project (no license is specified)
• you lack GPU resources for running large vision-language models
• you only need lightweight browser automation like Playwright scripts

Facets

framework · maturity active

agent-framework computer-vision machine-learning llm-inference gui artificial-intelligence large-language-models computer-vision mobile-development web-development cross-platform python gui-agent gui-grounding computer-use mobile-use browser-use deep-research reinforcement-learning benchmark qwen alibaba ai-agents automation android gpu web-server

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Tongyi-MAI/MAI-UI")