Browser Use — AI Agent Framework: Live Stats & TrendScore

Browser Use lets LLMs control browsers natively. It’s been one of the fastest-growing repos in this space — TrendingBots tracks the velocity and compares it to Skyvern and Playwright approaches.

GitHub data synced: Jun 26, 2026 • Sentiment updated: Jun 23, 2026

GitHub Statistics

Community Sentiment

Community Buzz: I built Sentinel after using browser-use and Stagehand on a client project, as seen on HackerNews, where the author states 'I suspected the root cause was architectural - both lean on the LLM re-reading large portions of the page each step - and tried Chrome’s Accessibility Object Model (AOM) as the observation layer instead', another quote from Dev.to says 'You’re a Real TypeScript Developer Only If...', showing the community's interest in AI and browser automation

Pros & Cons

What People Love

AI browser automation capabilities, Sentinel's architectural choice using Chrome's Accessibility Object Model (AOM)

Common Complaints

Flaky reliability on multi-step flows, Token costs that ate the budget on anything non-trivial

Biggest Positive: AI browser automation

Biggest Negative: Flaky reliability

Why Browser Use Stands Out

Browser Use stands out from alternatives with its stealth-enabled browser automation, making it ideal for complex tasks that require evasion of anti-scraping measures. Its ChatBrowserUse model provides advanced natural language processing capabilities, allowing for more sophisticated interactions with websites. By leveraging the power of AI agents, Browser Use enables users to automate tasks with ease, making it a valuable tool for those looking to streamline their workflow. Additionally, its benchmarking tools provide a clear picture of its performance, giving users confidence in its capabilities.

Built With

Build automated job application fillers — Browser Use's stealth-enabled browser automation allows for seamless form filling, Build personal shopping assistants — Browser Use's integration with Instacart enables easy grocery shopping, Build research agents that can read and write — Browser Use's ChatBrowserUse model enables advanced natural language processing, Build automated website testers — Browser Use's benchmarking tools allow for easy testing of browser tasks, Build custom browser tools — Browser Use's customizable tools and deep code-level integration enable advanced use cases

Getting Started

  1. Install Browser Use with uv by running `uv init && uv add browser-use && uv sync`
  2. Create a new environment and install the required dependencies
  3. Configure your API key by adding `BROWSER_USE_API_KEY=your-key` to your .env file
  4. Run your first agent using the example code provided in the README
  5. Try running the form-filling demo to verify that it works

About

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Official site: https://browser-use.com

Category & Tags

Category: automation

Tags: ai-agents, ai-tools, browser-automation, browser-use, llm, playwright, python

Market Context

Highly competitive space with many competitors like Firecrawl, Reworkd, BrowserUse, NotteLabs, Browserbase