microsoft/playwright-mcp
Playwright MCP is an MCP server that enables LLMs to automate and interact with web browsers using structured accessibility snapshots for efficient and deterministic browser automation.
Awesome MCP › Browser Automation
brightdata/brightdata-mcp
Bright Data MCP is a Model Context Protocol (MCP) server designed to empower AI agents, large language models (LLMs), and applications with real-time access to web data. It enables seamless searching, navigation, interaction, and data extraction from websites without being blocked, making it ideal for web scraping and live data retrieval tasks. The server supports MCP clients such as Claude Desktop, Cursor, Windsurf, and others, allowing them to enhance their capabilities by integrating live web information. Key features include real-time web access, bypassing geo-restrictions, web unlocker technology to navigate sites with bot detection, and optional remote browser automation for advanced control. The server integrates smoothly with all MCP-compatible AI assistants, providing a robust platform for live data-driven AI applications. The project offers a quickstart guide for integration with Claude Desktop, including configuration details and environment variables for API tokens, web unlocker zones, browser zones, and rate limiting. It emphasizes security best practices by advising users to treat scraped content as untrusted data and to use structured data extraction to avoid prompt injection risks. Users need an account on brightdata.com to obtain API keys and can customize zones for web unlocking and browser control. Rate limiting options help manage API usage effectively. The project also provides demos, usage examples, troubleshooting tips, and a playground for experimentation without local setup. Bright Data MCP is a powerful tool for developers and AI practitioners looking to enhance their AI agents with live, real-time web data, enabling more informed and dynamic AI interactions and decisions.
https://github.com/brightdata/brightdata-mcp
Also in Browser Automation
alibaba/page-agent
Page Agent is an in-page JavaScript GUI agent that enables natural language control of web interfaces, offering easy integration without browser extensions or headless browsers.
Skyvern-AI/skyvern
Skyvern automates browser-based workflows using large language models and computer vision, providing a robust and scalable web automation solution that integrates with the Model Context Protocol (MCP).
firecrawl/firecrawl-mcp-server
Firecrawl MCP Server is an MCP server implementation that adds advanced web scraping, crawling, and search capabilities to LLM clients like Cursor and Claude, enabling enhanced data extraction and research functionalities.
AgentDeskAI/browser-tools-mcp
BrowserTools MCP is a powerful browser monitoring and interaction tool that leverages the Model Context Protocol to enable AI-powered applications to capture and analyze browser data directly within MCP-compatible IDEs.
BrowserMCP/mcp
Browser MCP is an MCP server and Chrome extension that enables AI applications to automate and control your browser locally using your existing browser profile for privacy, speed, and stealth.
apify/actors-mcp-server
Apify MCP Server is an MCP protocol server implementation that enables AI assistants to interact with Apify Actors for data extraction, web scraping, and automation tasks through a standardized protocol.
agent-infra/sandbox
agent-infra/sandbox is an all-in-one sandbox environment combining Browser, Shell, File, MCP, and VSCode Server in a single Docker container, providing a unified, secure, and agent-ready platform for AI agent development and testing.