Browser Use An Open Source Ai Agent To Automate Web Based Tasks

Bonisiwe Shabane

-Dec 28, 2025, 4:03 PM

browser use an open source ai agent to automate web based tasks

Author’s note: The generative AI revolution has sparked an explosion of open-source tools that fundamentally transform how developers build and deploy AI-powered applications. Each month here, I will introduce an innovative new project from the open-source AI ecosystem, providing an overview of the project along with some tips to help you harness its capabilities. Browser Use is an open-source project created by Magnus Muller and Gregor Zunic to make websites accessible to AI agents. As of January 2025, the project’s GitHub repository boasts over 21,000 stars and 51 contributors, reflecting its growing popularity in the AI automation landscape. While APIs are the preferred mechanism for integrating external applications with AI agents, web browser automation plays an important role in digital interactions. Browser Use connects AI agents directly to web browsers, enabling them to autonomously navigate, interact with, and extract information from websites—effectively bridging the gap between artificial intelligence and web browsing.

This is useful for developers seeking to create intelligent, web-native agents that can perform tasks ranging from data collection to complex multi-step workflows. Web automation and browser interaction have long been challenging for developers and AI researchers. Traditional tools like Selenium struggle with dynamic web elements, complex user interactions, and maintaining test stability across different browser environments. Existing web automation frameworks are typically rigid, requiring extensive coding expertise and constant maintenance, which creates significant overhead for development teams. Agentic Browser is an agent-based system designed to automate browser interactions using a natural language interface. Built upon the PydanticAI Python agent framework, Agentic Browser allows users to automate tasks such as form filling, product searches on e-commerce platforms, content retrieval, media interaction, and project management on various platforms.

Agentic Browser uses three specialized agents working in harmony: Planner Agent: The strategist that breaks down user requests into clear, executable steps. It creates and adapts plans based on feedback and progress. Browser Agent: The executor that directly interacts with web pages. It performs actions like clicking, typing, navigating, and extracting information using browser automation tools. Critique Agent: The quality controller that analyzes actions, verifies results, and guides the workflow.

It determines if tasks are complete or need refinement. The advent of artificial intelligence (AI) has revolutionised many aspects of our digital interactions. One particularly exciting application is the use of AI agents to automate browser tasks, and the browser-use library facilitates this by enabling AI agents to control web browsers seamlessly. This article explores how to leverage browser-use for various practical applications, providing detailed examples to illustrate its capabilities. browser-use is an open-source project designed to empower AI agents with robust browser automation capabilities. It allows developers to create intelligent agents that can autonomously navigate websites, interact with web elements, and perform complex tasks without extensive coding.

Built on top of Playwright, a powerful cross-browser automation library, browser-use provides a unified API that supports Chromium, Firefox, and WebKit browsers. To begin using browser-use, you need to install it along with Playwright. Here’s how you can set it up: Once installed, you can spin up your agent with a simple script: Make sure to add your API keys in a .env file for the provider you want to use. We tested proprietary web agents, remote browsers, and benchmarked 8 MCP servers across web search and browser automation tasks.

Below are 30+ open-source web agents that enable AI to navigate, interact with, and extract data from the web, including browsing, authentication, and crawling. WebVoyager benchmark runs 643 task instances across Google, GitHub, Wikipedia, and 12 other real-world sites. Tasks include form submission, multi-page navigation, and search operations. Tools that navigate websites and complete multi-step tasks with minimal guidance. LLM-based agents that operate websites with little to no oversight. An open-source library for building AI agents that navigate websites, fill forms, and extract data - all under your control.

Getting AI agents to reliably interact with the modern web is tricky. You can stitch together APIs, maybe wrestle with Selenium or Playwright, but it often feels like you’re fighting the tools rather than building the agent. That’s why Browserable caught my eye – it’s an open-source library designed for building browser agents that can handle real web tasks. Think navigating sites, filling out login forms, clicking buttons, scraping specific data – the kind of stuff humans do easily but is surprisingly brittle to automate, especially when you throw an LLM into the... Browserable aims to simplify this. It’s self-hostable, MIT licensed (so, actually free), and lets you plug in your preferred LLM and browser infrastructure without getting locked in.

So what does Browserable actually give you? Here’s the key features: On coursera.com find a beginner-level online course about ‘3d printing’ which lasts 1-3 months, and is provided by a renowned university. Imagine a world where repetitive web tasks are handled automatically, freeing up your time for more creative and strategic work. This is the promise of AI browser control, and it's rapidly becoming a reality. At the forefront of this revolution is Browser Use, an open-source project that empowers AI agents to interact with web browsers with remarkable accuracy.

Unlike other web-based agents, Browser Use connects AI directly to the browser, enabling the automation of tasks like clicking icons, executing actions, and navigating web pages with precision. This article delves into the capabilities of Browser Use, exploring its features, installation process, and the impact it's having on the landscape of web automation. Browser Use stands out from the crowd due to its exceptional web agent accuracy. In benchmark tests, it has consistently outperformed alternatives such as Anthropic's computer use, AgentE, and RunnerH. This superior accuracy is not just a marginal improvement; it's a significant leap forward, allowing for more reliable and efficient web automation. The core of Browser Use's success lies in its direct connection to the browser, enabling AI agents to interact with web elements as a human user would.

This direct interaction minimizes errors and ensures that tasks are completed correctly, making it a powerful tool for a wide range of applications. The advantages of Browser Use extend beyond just accuracy. Its open-source nature means that it's freely available for anyone to use, modify, and contribute to. This fosters a collaborative environment where the project is constantly evolving and improving. Furthermore, Browser Use's ability to integrate with various large language models (LLMs), including DeepSeek, OpenAI, Anthropic, and Llama, provides users with the flexibility to choose the model that best suits their needs. This adaptability makes it a versatile tool for a variety of web automation tasks.

To further enhance the user experience, Browser Use has introduced WebUI, a new user-friendly interface built on Gradio. This interface simplifies the process of interacting with AI agents on any website. WebUI supports various large language models, including DeepSeek version 3, and offers features like persistent sessions and high-definition screen recording. These features make it easier to manage and monitor AI agents, providing a seamless and intuitive experience for users of all skill levels. The WebUI is a game-changer, making the power of Browser Use accessible to a wider audience. The WebUI is packed with features designed to streamline the web automation process.

Persistent sessions allow users to save their progress and return to their work without losing any data. High-definition screen recording provides a visual record of the agent's actions, making it easier to debug and understand the automation process. The ability to select different types of agents, including org agents and custom agents, provides users with the flexibility to tailor the automation process to their specific needs. The WebUI also allows for the configuration of the number of steps an agent can perform, providing fine-grained control over the automation process. In today's fast-paced digital world, automation is key to efficiency. From placing orders on e-commerce platforms to job hunting, automating these repetitive tasks can save both time and effort.

In this guide, we'll walk through creating a Browser AI Agent that can perform tasks like applying for jobs, filling out forms, and even automating purchases. A Browser AI Agent automates web-based operations such as browsing, form submissions, and data extraction without manual intervention. You don’t need extensive coding knowledge—just configure the agent and provide simple instructions to perform tasks automatically. Before getting started, ensure that Python is installed on your system. Then, follow these steps: This open-source tool connects AI models with the browser.

Playwright enables automation by allowing the AI to navigate and interact with websites. AI has transformed how we interact with the web such as how we could handle some browser tasks. From data extraction and form submissions to workflow automation, AI-powered tools can handle these processes easily. So instead of manually clicking through pages or copying information, you can use these tools to automate these tasks to save time and streamline your workflow. In this article, we’ve curated and tested some of the browser automation tools available today. If you’re a developer, researcher, or business professional, I’m sure you’ll appreciate these tools as they can help you work more efficiently.

Without further ado, let’s check them out. BrowserUse is an open-source tool designed to enable AI agents to interact with web browsers. This allows the AI agents to perform tasks within the browser environment, such as navigating websites, extracting information, and interacting with the webapps.

Browser Use An Open Source Ai Agent To Automate Web Based Tasks

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