UI-TARS
Pioneering Automated GUI Interaction with Native Agents observed · 2026-08-28
Health v2 · maintenance only
49/100
- Activity 64
- Release rhythm 35
- Longevity 42
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 591
- days_rel: n/a
- days_push: 218
- n_releases_24m: 0
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
1 source
- readme: https://github.com/bytedance/UI-TARS · fetched 2026-08-28 · e2895e3e92c5
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| bytedance/UI-TARS | main | 49 |
| bytedance/UI-TARS-desktop | frontend | 71 |
For agents
markdown · JSON · MCP: product_card(name="bytedance/UI-TARS")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem