Playwright Browser Automation
Playwright MCP is a browser automation server based on Playwright that enables interaction between LLM and web pages through structured data rather than pixel input.
rating : 5 points
downloads : 28.9K
What is the Playwright MCP Server?
Playwright MCP is a lightweight browser automation tool that provides structured access to web pages through Playwright. It operates based on the Accessibility Tree rather than the traditional screenshot method, making it ideal for application scenarios that require precise interactions.How to use the Playwright MCP Server?
With simple installation and configuration, you can quickly start the server and interact with web pages. It supports multiple browser engines and is suitable for automated testing, data scraping, and integration with intelligent assistants.Applicable Scenarios
Suitable for web page navigation, form filling, data extraction, and intelligent assistant-driven automation tasks.Main Features
Snapshot Mode
Capture page snapshots using the accessibility tree to improve performance and reliability.
Vision Mode
Implement vision-based interactions through screenshots, suitable for operations that require precise positioning.
Tab Management
Supports creating, switching, and closing browser tabs.
File Upload
Allows uploading single or multiple files to a web page.
PDF Export
Save the current page as a PDF file.
Advantages
Lightweight and efficient, without relying on complex visual models.
Interact based on structured data, avoiding the ambiguity caused by screenshots.
Supports multiple browser engines, with strong adaptability.
Easy to integrate into existing development processes.
Limitations
May perform poorly for tasks that highly depend on visual feedback.
Some advanced features require support from specific browser versions.
Necessary browser components need to be downloaded when running for the first time.
How to Use
Install the Playwright MCP Server
Run the following command in the terminal to install the server: `npx @playwright/mcp@latest`.
Configure Client Connection
Add the server address to the client configuration file, for example: `{ "mcpServers": { "playwright": { "url": "http://localhost:8931/sse" } } }`.
Start Using
Call API methods to execute automation tasks, such as clicking buttons and entering text.
Usage Examples
Form Filling Example
Automatically fill out the login form and submit it.
Data Scraping Example
Scrape product prices from an e-commerce website.
Frequently Asked Questions
Which browsers does Playwright MCP support?
How to clear the login status?
Can it run offline?
Related Resources
Official Documentation
Official documentation for Playwright.
GitHub Repository
Source code for the Playwright MCP project.
Video Tutorial
A video tutorial for quickly getting started with Playwright MCP.

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
23.3K
5 points

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
15.7K
4.5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
44.5K
4.3 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
16.6K
4.3 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
44.1K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
20.2K
5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
30.2K
4.8 points

Gmail MCP Server
A Gmail automatic authentication MCP server designed for Claude Desktop, supporting Gmail management through natural language interaction, including complete functions such as sending emails, label management, and batch operations.
TypeScript
15.8K
4.5 points