# Browser automation

A browser automation service based on Puppeteer and Steel, providing web page interaction capabilities for LLMs

The MCP server for AdsPower browser's LocalAPI, supporting browser creation and configuration operations through LLM instructions.

An MCP server based on Playwright that provides browser automation capabilities for LLMs

A Playwright-based browser automation MCP server that provides web page interaction capabilities for LLMs.

A Chrome browser automation service based on the MCP architecture, providing web control, login management, and element operation functions

MCP service that connects to the browser through the remote debugging port

Grasp is an open-source and self-hostable humanized browser automation tool that supports the MCP and A2A protocols and can seamlessly integrate with various AI applications. Through Docker containerization deployment, it provides a browser operation experience controlled by natural language.

An AI-driven browser automation server based on the MCP protocol, supporting natural language control of web page operations and in-depth web research.

A penetration testing tool that automatically detects XSS and SQL injection vulnerabilities in web pages, providing browser interaction, screenshot, and script execution functions

AI-driven browser automation server based on the MCP protocol, supporting multiple LLM providers and visual interaction

The Airtop MCP Server is a toolset that provides browser automation services, supporting functions such as session creation, window management, and page query. It can be integrated and used through the Claude application.

The Safari MCP server is a Model Context Protocol service that provides automation and developer tool access for Safari browsers, supporting control of Safari sessions, retrieval of console logs, network activity monitoring, and page automation operations.

This project provides a cloud-based serverless Playwright browser service through Playwright-MCP. It uses Playwright's accessibility tree instead of pixel input to achieve fast and lightweight web page automation operations. It supports structured data interactions and is suitable for scenarios such as web page navigation, form filling, data extraction, and automated testing.

Minion Works is a modular AI agent framework that connects to browsers to autonomously perform complex tasks, suitable for developers, researchers, and creative builders.

An MCP server based on Playwright, providing browser automation capabilities for LLMs

Browser MCP is an MCP server + Chrome extension that enables browser automation through AI applications (such as VS Code, Claude, etc.). It features fast response, privacy protection, staying logged in, and avoiding detection.

Playwright MCP is a browser automation server based on Playwright. It interacts with web pages through structured accessibility snapshots, without the need for screenshots or visual models, providing lightweight and efficient web page operation capabilities for LLMs.

An MCP server that integrates iOS simulator control and browser automation functions, providing tools such as device management, screen capture, gesture operation, and DOM interaction for AI assistants, and supporting quick installation and configuration of multiple MCP clients.

An MCP server based on Playwright, providing browser automation capabilities for LLMs, including web page interaction, screenshot capture, and JavaScript execution.

The MCP server provides web content scraping functionality, supporting browser automation, OCR, and multi - method content extraction to help LLMs acquire and process web content that requires JavaScript rendering or anti - crawling protection.

An MCP server implementation based on Selenium WebDriver, providing browser automation functions

A browser automation MCP server based on Python, using Playwright to implement web page interaction, screenshot capture, and script execution functions

Provide Playwright as an MCP server, supporting remote invocation of browser automation functions through the SSE protocol

Steel Puppeteer is a browser automation MCP service based on Puppeteer and Steel, providing web page interaction, screenshot capture, and JavaScript execution capabilities for LLMs.

The Crawl4AI MCP Server is a Python-based web crawler project that integrates Playwright browser automation, the DuckDuckGo search engine, and the MCP protocol SDK for intelligent web data collection.

The OLX MCP server is a browser automation tool based on Playwright, which supports searching for product lists, obtaining detailed information, and seller information on OLX domains in 5 different countries.

Playwright MCP is a browser automation server based on Playwright that interacts with web pages through structured accessibility snapshots without relying on visual models or screenshots, providing lightweight and efficient web page operation capabilities.

An optimized Playwright MCP server that uses a client-server architecture to achieve browser automation. Through an innovative semantic snapshot algorithm, it significantly reduces the amount of page content transmission, while retaining key elements and reducing token consumption by 90%.

The Browserbase MCP Server is an open - source project based on the Model Context Protocol (MCP), providing cloud browser automation capabilities, supporting web page interaction, data extraction, screenshot taking, and JavaScript execution, etc., to help LLM applications seamlessly integrate with external data sources and tools.

An MCP server that provides browser automation capabilities for AI models, enabling models such as Claude and Gemini to perform web browsing, searching, and interaction operations through natural language instructions.