AIBase
EN
Explore
Actor Playwright MCP
A

Actor Playwright MCP

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.
Browser automationDeveloper tools#Browser automation#Serverless#Structured data#Web page interaction.TypeScript
2 points
5.9K
Open Site

Overview

Content Details

Alternatives

What is Playwright MCP Server?

This is a Model Context Protocol server based on Playwright that provides browser automation capabilities for LLMs. It interacts with web pages through the accessibility tree rather than pixel input, enabling AI to understand the web page structure and perform operations.

How to use Playwright MCP Server?

1. Start the MCP server 2. Send instructions via the API 3. Receive structured responses 4. Decide on subsequent operations based on the snapshot

Use cases

Suitable for scenarios that require programmatic web page interactions, such as automated testing, data collection, AI assistants, etc.

Main features

Snapshot interactions
Obtain a structured representation of the web page through the accessibility tree
Visual interactions
Support screen operations based on coordinates
Tab management
Create/switch/close multiple tabs
Advantages
Lightweight and fast: Use structured data instead of image processing
Deterministic operations: Avoid the ambiguity of visual models
Full functionality: Support complete interactions such as clicking, inputting, and dragging
Limitations
Unable to handle pure image content
Require element references to perform operations
Limited support for dynamic content

How to use

Get a page snapshot
First, use browser_snapshot to obtain a structured representation of the current page
Identify the target element
Find the element to interact with and its ref value from the snapshot
Perform an operation
Use the corresponding utility functions to perform operations, such as clicking or inputting

Usage examples

Automatically fill out forms
Automatically identify and fill out web form fields
Data scraping
Extract specific data from structured pages

Frequently Asked Questions

Why is an element reference (ref) needed?
How to handle dynamically loaded content?

Related resources

Official GitHub repository
Project source code and latest updates
Playwright documentation
Documentation for the underlying Playwright framework

Installation

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

Alternatives

A
Acemcp
Acemcp is an MCP server for codebase indexing and semantic search, supporting automatic incremental indexing, multi-encoding file processing, .gitignore integration, and a Web management interface, helping developers quickly search for and understand code context.
Python
8.4K
5 points
B
Blueprint MCP
Blueprint MCP is a chart generation tool based on the Arcade ecosystem. It uses technologies such as Nano Banana Pro to automatically generate visual charts such as architecture diagrams and flowcharts by analyzing codebases and system architectures, helping developers understand complex systems.
Python
6.5K
4 points
M
MCP Agent Mail
MCP Agent Mail is a mail - based coordination layer designed for AI programming agents, providing identity management, message sending and receiving, file reservation, and search functions, supporting asynchronous collaboration and conflict avoidance among multiple agents.
Python
8.4K
5 points
M
MCP
The Microsoft official MCP server provides search and access functions for the latest Microsoft technical documentation for AI assistants
11.7K
5 points
A
Aderyn
Aderyn is an open - source Solidity smart contract static analysis tool written in Rust, which helps developers and security researchers discover vulnerabilities in Solidity code. It supports Foundry and Hardhat projects, can generate reports in multiple formats, and provides a VSCode extension.
Rust
10.6K
5 points
D
Devtools Debugger MCP
The Node.js Debugger MCP server provides complete debugging capabilities based on the Chrome DevTools protocol, including breakpoint setting, stepping execution, variable inspection, and expression evaluation.
TypeScript
9.9K
4 points
S
Scrapling
Scrapling is an adaptive web scraping library that can automatically learn website changes and re - locate elements. It supports multiple scraping methods and AI integration, providing high - performance parsing and a developer - friendly experience.
Python
11.5K
5 points
M
Mcpjungle
MCPJungle is a self-hosted MCP gateway used to centrally manage and proxy multiple MCP servers, providing a unified tool access interface for AI agents.
Go
0
4.5 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
17.5K
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
28.1K
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
18.2K
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
54.1K
4.3 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#
22.7K
5 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
50.4K
4.5 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
18.1K
4.5 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
35.9K
4.8 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
English简体中文繁體中文にほんご
© 2025AIBase