# Browser automation

This project is a Python-based multi-MCP server management framework that interacts with the Google Gemini API through the SSE protocol. It includes two major function modules: calendar management and browser automation, and supports dynamically loading multiple services through a configuration file.

A TypeScript-based MCP protocol server supporting file operations, Shell commands, and browser automation.

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

MCP Server Playwright is a tool that provides complete browser automation capabilities, supporting functions such as page navigation, element interaction, screenshot capture, and JavaScript execution.

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

MCP Server Pentest is an automated web security testing tool that provides XSS and SQL injection vulnerability detection, browser interaction, and monitoring functions.

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

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

An MCP server based on Playwright that provides browser automation capabilities for LLMs, supporting web page interaction, screenshotting, test code generation, and JavaScript execution.

An MCP service for Instagram content acquisition based on Chrome login sessions

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

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.

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.

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

Rod - MCP is a browser automation server based on Rod, providing rich web interaction capabilities for applications.

An MCP server based on Puppeteer, providing browser automation capabilities, supporting X11 and Wayland display servers on Linux, including interaction tools such as page navigation, screenshot taking, and clicking.

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.

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

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 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%.

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

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

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

A browser automation MCP server based on Playwright, providing web scraping, testing, and automation tools

An MCP server that enables interaction with the OneNote web version through browser automation, supporting AI assistants to programmatically operate shared notebooks.

The Shufersal MCP Server is an automated shopping service based on Puppeteer, providing functions such as product search, shopping cart management, and shopping list creation to help users interact with the Shufersal e - commerce platform through LLM.