magentic-ui vs UFO
AI agents for browser, file, and desktop automation compared
magentic-ui and UFO are Python projects for AI-driven task automation. magentic-ui focuses on supervised browser and local-file workflows, while UFO covers Windows desktop automation and coordination across device agents.
magentic-ui: Automate Browser and Local File Tasks with AI
MagenticLite is a Python agent that combines browser automation with local file access in workflows you can supervise. It targets teams seeking capable automation with smaller models, provided they can connect a model endpoint and accept sandboxed browser sessions.
UFO: Automate Desktop Tasks Across Devices with AI Agents
UFO combines a Windows desktop agent with a framework for coordinating agents across devices and platforms. Use it for Windows automation or multi-step workflows that need task planning, device assignment, and parallel execution.
| magentic-ui | UFO | |
|---|---|---|
| Language | Python | Python |
| License | MIT | MIT |
| Stars | 10.1k | 9.9k |
| Forks | 1k | 1.1k |
| Last analyzed | Oct 12, 2026 | Oct 3, 2026 |
Key differences
- magentic-ui combines an orchestrator model with a specialized browser-use model; UFO combines a Windows desktop agent with a framework for coordinating device agents.
- magentic-ui supports browser and local-file workflows with user steering, approval, and browser sandboxing; UFO² automates Windows apps through GUI and API actions.
- UFO Galaxy plans dependency-aware task graphs, assigns tasks to devices, and supports parallel execution; magentic-ui focuses on guiding a user through a workflow.
- magentic-ui is explicitly experimental; UFO presents UFO² as its stable, long-term-support option and Galaxy as under active development.
- Both projects use Python and have an MIT license; magentic-ui has 10.1k stars and 1k forks, while UFO has 9.9k stars and 1.1k forks.
Choose magentic-ui if you…
- want supervised automation spanning browser activity and local files.
- need to steer, approve, or take over tasks, with browser sessions in a VM sandbox.
- prefer an agent designed to work with smaller models.
Choose UFO if you…
- need to automate tasks in Windows desktop applications using GUI and API actions.
- want to coordinate work across device agents with task dependencies or parallel execution.
- are building device-specific agents or workflows across Windows, Linux, and Android.
Compare the numbers side by side, or add more projects
This comparison is generated with AI from the OSRepos analyses of both projects. Always check each project's repository and documentation before choosing.