# Web automation

A curated collection of top - tier MCP servers for enhancing the development workflow in 2025, including various use cases such as web automation, GitHub integration, and persistent memory management.

An MCP server based on Playwright, providing web automation operation tools and a note storage system, supporting browser operation functions such as URL navigation, screenshots, clicks, and form filling.

Playwright is a cross-browser web testing and automation framework that supports Chromium, Firefox, and WebKit, providing headless execution, multi-browser compatibility testing, powerful assertions, and tool support, and is suitable for multiple programming languages.

Steel MCP Server is a server based on the Model Context Protocol. Through the integration of the Puppeteer tool and the Steel browser, it enables LLM models like Claude to perform automated operations such as web page navigation, clicking, and input. It supports both local and cloud running modes and provides web page interaction and screenshot functions.

Steel MCP Server is a Model Context Protocol (MCP) server based on Puppeteer and Steel, enabling LLMs such as Claude to perform web page navigation and interaction through browser automation tools.

An MCP server based on Playwright, providing web automation tools and a note storage system

Raccoon AI's MCP server enables web browsing, data extraction, and automated tasks through the LAM API.

A browser control MCP server based on Python Playwright and SSE Anthropic, providing a real-time web interaction toolset that supports functions such as JavaScript execution, URL access, and screenshot taking.