Firecrawl

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.

Control browsers to perform sophisticated web interactions and visual tasks.

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.

Chrome DevTools

Official

Provides direct Chrome browser control through DevTools for web automation, debugging, and performance analysis using accessibility tree snapshots for reliable element targeting, automatic page event handling, and integrated performance tracing with actionable insights.

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.

Automates web browser actions with Selenium WebDriver.

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.

Enables browser automation through Selenium WebDriver with support for Chrome, Firefox, and Edge browsers, providing navigation, element interaction, form handling, screenshot capture, JavaScript execution, and advanced actions for automated testing and web scraping tasks.

Playwright

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

AnyCrawl

Official

Integrates with the AnyCrawl API to provide web scraping and crawling capabilities with configurable depth limits, multiple scraping engines, and structured data extraction in various formats including markdown and JSON.

WebScraping.AI

Official

Provides web scraping capabilities with proxy support, JavaScript rendering, and structured data extraction for robust web content retrieval and analysis.

Enables AI to access text content from websites protected by bot detection mechanisms through three protection levels (basic, stealth, max-stealth), retrieving complete pages or specific content patterns without manual copying.

Extracts structured content from web pages using customizable selectors for crawling, parsing, and analyzing HTML elements without leaving the assistant interface.

Scraper.is

Official

Integrates with Scraper.is API to enable web content extraction, structured data parsing, and Markdown conversion for tasks like product research, news aggregation, and content analysis.

Scrapezy

Official

Integrates with the Scrapezy API to extract structured data from websites based on user-specified prompts, enabling flexible web scraping for data collection, content aggregation, and automated research tasks.

Provides web scraping capabilities with three specialized tools (scrapeFocused, scrapeBalanced, scrapeDeep) for efficient content extraction, image processing, and pagination handling with customizable parameters.

Automates web scraping by intelligently handling cookie banners, CAPTCHAs, and paywalls to extract clean markdown content from websites

Bright Data

Official

Integrates with Bright Data's web scraping infrastructure to provide real-time access to public web data through specialized tools for search engine scraping, webpage extraction, and structured data retrieval from popular websites.

AgentQL

Official

Extracts structured data from web pages based on natural language descriptions, converting website content into JSON format without custom scraping code.