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Computer-use AI agents are AI systems that can operate a computer in much the same way as a human ‒ by interacting with graphical user interfaces (GUIs), rather than relying solely on APIs.

They can read what is on the screen, click buttons, type text, move the cursor, navigate websites, open desktop applications, fill out forms, navigate graphical user interfaces and perform other computer interactions. All of this allows them to execute multi-step workflows across different apps.

Unlike traditional AI agents, which typically call APIs or use structured tools, computer-use agents can work directly with websites, desktop applications, operating systems, and mobile devices.

They perceive the current state through screenshots, visual inputs, or accessibility data, then plan the next action, and repeat this process until the task is complete. This makes it possible to automate workflows that span several applications, even when dedicated integrations are unavailable.

TL;DR: This guide compares the leading open-source and commercial computer-use AI agents, from browser automation frameworks to cross-platform desktop and mobile agents. It covers tools such as UI-TARS, Browser Use, OpenAdapt, Amazon Nova Act, ChatGPT Work, Claude Cowork, and Manus Browser Operator ‒ and explains which environments and workflows each one supports.

Computer-Use AI Agents: Features and Platforms

Agent

Type

Environment

Best for

UI-TARS

Open source

Desktop, browser

General computer-use agents

Agent S3

Open source

Windows, macOS, Linux

MDesktop automation

Browser Use

Open source

Browser

Browser automation

CUA

Open source

Cross-platform

Building computer-use agents

UFO³

Open source

Decentralized iMulti-device

Cross-device workflows

Stagehand

Open source

Browser

AI browser automation framework

Skyvern

Open source

Browser

AI-powered web automation

OpenAdapt

Open source

Desktop

Reliable workflow automation

Agent-E

Open source

Browser

Browser task automation

AgentCPM-GUI

Open source

Android

Mobile GUI agents

ChatGPT Work
Commercial

Proprietary

Lightweight Desktop & browser

General work automation

Claude Cowork

Proprietary

Desktop & browser

Long-running productivity tasks

Gemini in Chrome

Proprietary

Browser

Chrome-native automation

Perplexity Personal Computer

Proprietary

macOS

Desktop assistant

Genspark Claw

Proprietary

Desktop

Computer-use workflows

Amazon Nova Act

Proprietary

Browser

Enterprise browser agents

Manus Browser Operator

Proprietary

Browser

Browser automation

Open-source Computer-use AI Agents

UI-TARS

UI-TARS is ByteDance’s family of multimodal computer-use models. It can understand what’s happening on the screen and operate graphical interfaces using mouse and keyboard actions. UI-TARS Desktop turns that model into a usable desktop app for controlling local and remote computers and browsers. Agent TARS is the broader agent stack. It brings GUI interaction and vision to terminals, computers, browsers, and other products through a CLI and Web UI, with support for real-world tools via MCP.

Agent S3

Agent S3 is an open-source framework that lets AI operate computers running Linux, macOS, or Windows. It uses multimodal models, visual grounding, reflection, and past experience to work through complex, multi-step tasks across desktop apps. It can also run Python and Bash code when a task is easier to handle programmatically.

Browser Use

Browser Use helps AI agents use a browser much like a person would opening pages, clicking buttons, typing, and filling out forms. Developers can connect it to different language models and build agents for data extraction, form filling, website testing, and longer web workflows. You can run it locally and customize it yourself, or use Browser Use’s hosted cloud agent for more complex tasks.

CUA

CUA is a full stack for building, running, training, and evaluating computer-use agents. It gives agents one API for controlling isolated macOS, Windows, Linux, and Android environments, taking screenshots, clicking, typing, running commands, and interacting with apps.

The project also includes background desktop drivers, an agent framework, cross-platform sandboxes, benchmark and training environments, and tools for managing virtual machines.

UFO³

UFO³ is Microsoft’s framework for coordinating GUI agents across multiple devices and platforms, including Windows, Linux, and Android. It breaks complex workflows into dynamic task graphs, assigns each task to the right device, and can run independent steps in parallel while adapting the plan based on results.

UFO³ builds on UFO², Microsoft’s Windows-focused desktop agent, which controls applications through a mix of GUI actions and native Windows APIs. So UFO² handles automation on a single Windows device, while UFO³ connects those device agents into larger cross-device workflows.

Stagehand

Stagehand is a framework for automating browsers with both natural language and code. Developers can use AI to navigate unfamiliar pages, switch to precise code for predictable steps, run multi-step agents, and extract structured data. Stagehand can preview and cache AI-generated actions, replay them without calling a model, and bring AI back in if a website changes and the automation breaks.

It’s mainly a developer framework for building reliable browser automations, rather than a finished consumer agent.

Skyvern

Skyvern is a browser automation platform that adds AI capabilities to Playwright. It uses vision models and multiple agents to understand websites, plan actions, and complete workflows such as filling out forms, downloading files, and extracting data even on unfamiliar sites or when layouts change.

Developers can use its SDK, while non-technical users can build automations through a no-code interface. Skyvern also offers a managed cloud version with proxies, CAPTCHA solving, and parallel browser sessions.

OpenAdapt

OpenAdapt is a system for automating important tasks that can only be done through a user interface. You demonstrate the task once, and OpenAdapt turns it into an inspectable workflow that can run across browsers, Windows, macOS, Linux, RDP, and Citrix/VDI. Its main focus is dependable, verifiable execution, not letting an agent freely improvise. Healthy runs are deterministic and use no generative-model calls. OpenAdapt checks whether important actions produced the intended result and pauses for human review when it’s uncertain.

Agent-E

Agent-E is an agent system for automating tasks on a computer, currently focused on browser workflows. It is built on the AG2 framework and lets users control a browser with natural-language instructions, searching websites, filling out web forms, comparing products, finding information, and managing web apps such as Jira.

It uses separate agents for planning and browser navigation and can run through either a chat-style browser interface or an API.

AgentCPM-GUI

AgentCPM-GUI is an on-device GUI agent model built for Android. The 8-billion-parameter model reads smartphone screenshots, follows natural-language instructions, and works through multi-step tasks by tapping, typing, swiping, and using navigation controls.

It can operate both Chinese- and English-language apps, with specialized training on more than 30 popular Chinese apps. The reinforcement-tuned reasoning helps it plan before choosing each action.

Proprietary Computer-use AI Agents

ChatGPT Work

ChatGPT Work is OpenAI’s general-purpose work agent that uses a built-in browser to navigate websites and can work across files, connected services, and desktop applications.

Claude Cowork

Claude Cowork is Anthropic’s work agent for executing longer tasks across browser tabs, local files, and productivity software. It can organize files, collect information from different tools, create documents, and use direct computer control when integrations are insufficient.

Gemini in Chrome with Auto Browse

A browser-use agent built directly into Chrome. It completes multi-step web tasks such as comparing flights and hotels, collecting documents, filling forms, managing subscriptions, filing expenses, and adding products to a cart.

Perplexity Personal Computer

Perplexity Personal Computer is an always-on agent for macOS with access to local files, native applications, voice control, and the Comet browser. It can operate apps such as Finder, Mail, Slack, Messages, and Notes, and continue working remotely on a Mac mini while the user is away.

  • Perplexity Personal Computer Website

  • Perplexity Personal Computer Docs

Genspark Claw

Genspark Claw is a desktop agent that can see and operate the screen, browsers, applications, and local files. It combines computer use with specialized agents for creating documents, spreadsheets, presentations, conducting research, and automating longer workflows.

Amazon Nova Act

Amazon Nova Act is an AWS service and Python SDK for building, deploying, and managing browser agents at scale. Developers can combine natural-language instructions with Python code to create more predictable workflows for searching websites, extracting information, filling out forms, booking services, etc.

Nova Act can run multiple sessions in parallel, preserve browser sessions, and hand a task to a human when approval or direct intervention is needed. Workflows can be developed locally, deployed to AWS, and monitored through the AWS Console.

Manus Browser Operator

Manus Browser Operator is a browser extension that turns your existing browser into an active workspace for Manus. It can work inside websites where you’re already logged in, use the premium tools you already have access to, and complete complex tasks through your real accounts and sessions.

  • Manus Browser Operator Docs

Computer-Use AI Agents vs Browser Agents

Browser agents operate only inside web browsers, where they can navigate websites, click buttons, fill out forms, extract information, and complete online workflows. Computer-use AI agents can interact with entire operating systems, including desktop applications, file systems, terminals, browsers, and, in some cases, mobile devices. This allows them to complete workflows that span multiple applications, for example: collecting data from a website, editing a spreadsheet, saving files locally, and sending the final report through a messaging or productivity app.

In other words, most browser agents are a subset of computer-use agents, but computer-use agents are not limited to the web.

FAQ

What is a computer-use AI agent?

A computer-use AI agent is an AI system that interacts with graphical user interfaces (GUIs) the same way a human does. Instead of relying only on APIs, it can read the screen, click buttons, type text, move the cursor, navigate websites, and operate desktop or mobile applications to complete multi-step tasks.

What is the difference between computer-use agents and traditional AI agents?

Traditional AI agents primarily interact with software through APIs and structured tools. Computer-use agents work directly with graphical interfaces using screenshots, accessibility information, or visual inputs, allowing them to automate applications even when no API is available.

What are the best open-source computer-use AI agents?

Some of the most popular open-source computer-use agents include UI-TARS, Agent S3, Browser Use, CUA, UFO³, Stagehand, Skyvern, OpenAdapt, Agent-E, and AgentCPM-GUI. Each focuses on different environments such as browsers, desktop operating systems, Android devices, or multi-agent workflows.

What can computer-use AI agents do?

Computer-use agents can browse websites, fill out forms, operate desktop software, manage files, automate repetitive workflows, extract information, navigate operating systems, perform browser testing, and execute complex tasks across multiple applications with minimal human intervention.

Are computer-use AI agents the same as browser agents?

No. Browser agents specialize in web-based tasks such as browsing, form filling, and web automation. Computer-use agents are broader—they can control browsers as well as desktop applications, operating systems, file managers, productivity software, and, in some cases, mobile devices.

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