UI-TARS

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

11389 stars · 870 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

UI-TARS is ByteDance's open-source multimodal AI agent stack, comprising Agent TARS (a CLI/Web UI multimodal agent that operates terminals, computers, and browsers) and UI-TARS-desktop (a native GUI agent desktop app built on the UI-TARS vision-language model). It connects cutting-edge multimodal LLMs with agent infrastructure and MCP tool integration for human-like task completion.

Use cases

• automate computer tasks with an AI agent
• control my browser with a vision language model
• run a GUI agent that clicks and types like a human
• use MCP tools with a multimodal AI agent
• operate my desktop remotely with an AI agent
• automate repetitive GUI workflows
• build agents that see and interact with screens

When to choose

• you want an open-source computer-use or GUI agent driven by vision-language models
• you need MCP tool integration in a multimodal agent workflow
• you want both a CLI and desktop app for AI-driven browser/computer automation
• you want to experiment with the UI-TARS model for screen understanding

When to avoid

• you need a simple headless API automation without screen interaction
• you require a fully production-hardened enterprise RPA solution with vendor support
• your tasks are purely text-based and don't benefit from vision-based GUI control

Facets

application · maturity active

agent-framework mcp computer-vision llm-inference gui cli web-scraping artificial-intelligence large-language-models computer-vision developer-tools cross-platform cross-platform cli computer-use gui-agent multimodal vlm browser-automation mcp-server ui-tars agent-tars vision-language-model desktop-automation ai-agents automation desktop web-server nodejs typescript

Member repositories

For agents

markdown · JSON · MCP: product_card(name="bytedance/UI-TARS")