Bright Data

Playwright Browser Automation

Official

Experience fast, deterministic browser automation with Playwright MCP, a Model Context Protocol server that enables language models to interact with web pages using structured accessibility snapshots instead of images. It provides LLM-friendly automation without relying on vision models, enhancing reliability and speed. Playwright MCP supports diverse browser interactions such as clicking, typing, navigation, file uploads, and tab management. It offers modes optimized for accessibility snapshots or visual screenshots and supports persistent or isolated user profiles. Configurable with rich options, it empowers developers and AI agents to automate complex web tasks efficiently and precisely.

Firecrawl

Official

Unlock powerful web data extraction with Firecrawl, turning any website into clean markdown or structured data. Firecrawl lets you crawl all accessible pages, scrape content in multiple formats, and extract structured data using AI-driven prompts and schemas. Its advanced features handle dynamic content, proxies, anti-bot measures, and media parsing, ensuring reliable and customizable data output. Whether mapping site URLs or batch scraping thousands of pages asynchronously, Firecrawl streamlines data gathering for AI applications, research, or automation with simple API calls and SDK support across multiple languages. Empower your projects with high-quality, LLM-ready web data.

Puppeteer

Official

A Model Context Protocol server that provides browser automation capabilities using Puppeteer. This server enables LLMs to interact with web pages, take screenshots, and execute JavaScript in a real browser environment.

Automates web browser actions with Selenium WebDriver.

Control browsers to perform sophisticated web interactions and visual tasks.

Research topics using Google search and web scraping.

Fetches and extracts web content using Playwright's headless browser capabilities, delivering clean, readable content from JavaScript-heavy websites in HTML or Markdown format for research and information gathering.

Browser

Official

Supercharge your browser tasks with AI-driven, local automation from Browser MCP. This project lets you control your own browser using leading AI tools, boosting speed and privacy by keeping all activity on your device. Enjoy seamless use of your current browser profile, remain logged into your services, and minimize bot detection thanks to a stealthy approach that mimics real user actions. Browser MCP is inspired by Playwright MCP and is designed for powerful, private, and efficient browser automation right on your machine.

Browserbase

Official

Unlock powerful cloud browser automation with Browserbase MCP Server, bridging AI models to web interaction. It enables LLMs to control browsers, capture screenshots, extract structured data, monitor console logs, and perform web navigation effortlessly. Featuring atomic instructions for precise actions and supporting multiple AI models, this server fosters flexible, modular AI workflows. With vision capabilities for annotated screenshots and an open-source approach, it invites collaboration and innovation in AI-driven browser automation. Perfect for building AI-enhanced applications that need seamless web context and dynamic data interaction.

Hyperbrowser

Official

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with customizable parameters for scraping, data collection, and web crawling tasks.

Integrates with Airbnb to enable vacation rental search and detailed property information retrieval without requiring API keys

Provides web search capabilities through DuckDuckGo, enabling content retrieval, URL processing, and metadata extraction with customizable filtering options

Fetches and extracts web content using Playwright's headless browser capabilities, delivering clean, readable content from JavaScript-heavy websites in HTML or Markdown format for research and information gathering.

Provides real-time access to trending topics and content from major Chinese platforms including Weibo, Zhihu, Douyin, Bilibili, Douban, Toutiao, and 36kr through separate tools with temporary caching for improved performance.

Provides secure access to YggTorrent through an unofficial API wrapper, enabling torrent searching with category filtering, detailed metadata retrieval, and magnet link generation with automatic passkey injection for authenticated downloads.

Fetches and converts web content to Markdown using JSDOM and Turndown.

Playwright

Automate web browsers for testing, scraping, and visual analysis.

Provides stealth browser automation using puppeteer-real-browser with anti-detection features, human-like interactions, proxy support, and captcha solving for web scraping, testing, and form automation that bypasses bot detection mechanisms.

Provides a unified search and web scraping platform that integrates multiple search providers like SearxNG and Tavily, along with Firecrawl for advanced web content extraction, enabling flexible web data retrieval and structured information gathering.

Extracts and formats YouTube video transcripts with language selection, paragraph formatting, and metadata enrichment for content analysis and research workflows.

Hyperbrowser

Official

Enables web browsing capabilities through tools for content extraction, link following, and browser automation with customizable parameters for scraping, data collection, and web crawling tasks.