Playwright MCP
P

Playwright MCP

Playwright MCP is a browser automation service based on Playwright. It provides web page interaction capabilities for LLM through structured accessibility snapshots rather than pixel input. It supports multiple functions such as headless/headed mode, tab management, and navigation operations, and is suitable for scenarios such as web page navigation, data extraction, and automated testing.
2.5 points
8.9K

What is the Playwright MCP Server?

The Playwright MCP Server is a lightweight tool that provides browser automation capabilities through Playwright, allowing you to interact with web pages in a structured manner without relying on screenshots or visual models.

How to use the Playwright MCP Server?

Through simple configuration and command - line settings, you can quickly start the server and begin using its features. You can achieve functions such as web page navigation, form filling, and data extraction in just a few steps.

Applicable Scenarios

The Playwright MCP Server is very suitable for tasks that require automated web page operations, such as data scraping, test - driven development, and web page interaction simulation.

Main Features

Fast and Lightweight
Utilize Playwright's accessibility tree, without relying on pixel input, with fast running speed and low resource consumption.
LLM - Friendly
Focus on structured data interaction and can complete tasks without a visual model.
Deterministic Tool Application
Avoid ambiguity through precise target element references to ensure reliable operations.
Advantages
Efficient and lightweight design.
No need for a visual model, compatible with multiple language models.
Support accessible interactions to enhance the user experience.
Cross - platform support (Windows, macOS, Linux).
Built - in multi - browser support (Chrome, Firefox, WebKit, etc.).
Support multiple tool modes (snapshot mode, visual mode).
Rich API interfaces for easy integration into other systems.
Limitations
Some advanced visual requirements may require switching to visual mode.
Downloading the browser kernel during the initial installation may take a long time.
Limited debugging experience in headless mode.

How to Use

Install the Playwright MCP Server
Install the Playwright MCP Server through VS Code or the command line.
Start the Server
Run the following command in the terminal to start the server.
Configure the Client
Add the server address to the client configuration file.

Usage Examples

Example 1: Web Page Navigation
Achieve web page navigation through Playwright MCP.
Example 2: Form Submission
Automatically fill out and submit a form.

Frequently Asked Questions

How to install the Playwright MCP Server?
How to choose the appropriate browser?
Does it support multiple browser instances?

Related Resources

Playwright Official Documentation
Comprehensively understand the features and usage of Playwright.
GitHub Project Homepage
Get the source code and the latest updates.
Online Tutorial Video
Watch video tutorials to quickly get started with Playwright MCP.

Installation

Copy the following command to your Client for configuration
Note: Your key is sensitive information, do not share it with anyone.

Alternatives

V
Vestige
Vestige is an AI memory engine based on cognitive science. By implementing 29 neuroscience modules such as prediction error gating, FSRS - 6 spaced repetition, and memory dreaming, it provides long - term memory capabilities for AI. It includes a 3D visualization dashboard and 21 MCP tools, runs completely locally, and does not require the cloud.
Rust
4.8K
4.5 points
M
Moltbrain
MoltBrain is a long-term memory layer plugin designed for OpenClaw, MoltBook, and Claude Code, capable of automatically learning and recalling project context, providing intelligent search, observation recording, analysis statistics, and persistent storage functions.
TypeScript
5.3K
4.5 points
B
Bm.md
A feature-rich Markdown typesetting tool that supports multiple style themes and platform adaptation, providing real-time editing preview, image export, and API integration capabilities
TypeScript
4.9K
5 points
S
Security Detections MCP
Security Detections MCP is a server based on the Model Context Protocol that allows LLMs to query a unified security detection rule database covering Sigma, Splunk ESCU, Elastic, and KQL formats. The latest version 3.0 is upgraded to an autonomous detection engineering platform that can automatically extract TTPs from threat intelligence, analyze coverage gaps, generate SIEM-native format detection rules, run tests, and verify. The project includes over 71 tools, 11 pre-built workflow prompts, and a knowledge graph system, supporting multiple SIEM platforms.
TypeScript
6.2K
4 points
P
Paperbanana
Python
6.3K
5 points
B
Better Icons
An MCP server and CLI tool that provides search and retrieval of over 200,000 icons, supports more than 150 icon libraries, and helps AI assistants and developers quickly obtain and use icons.
TypeScript
6.0K
4.5 points
A
Assistant Ui
assistant - ui is an open - source TypeScript/React library for quickly building production - grade AI chat interfaces, providing composable UI components, streaming responses, accessibility, etc., and supporting multiple AI backends and models.
TypeScript
7.7K
5 points
A
Apify MCP Server
The Apify MCP Server is a tool based on the Model Context Protocol (MCP) that allows AI assistants to extract data from websites such as social media, search engines, and e-commerce through thousands of ready-to-use crawlers, scrapers, and automation tools (Apify Actors). It supports OAuth and Skyfire proxy payment and can be integrated into MCP clients such as Claude and VS Code through HTTPS endpoints or local stdio.
TypeScript
7.7K
5 points
N
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
21.5K
4.5 points
M
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
34.5K
5 points
G
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
24.7K
4.3 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
72.5K
4.3 points
F
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
64.6K
4.5 points
U
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#
31.3K
5 points
M
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
49.3K
4.8 points
G
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
21.1K
4.5 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase