Browser Operator
B

Browser Operator

The MCP Browser Operator is a browser automation service based on the JSON-RPC protocol that controls web page interaction and content analysis through LLM.
2.5 points
6.2K

What is the MCP Browser Operator?

The MCP Browser Operator is a server based on the Model Context Protocol (MCP) that allows language models to control browsers through natural language instructions. It supports creating, navigating, operating, and closing browser instances, and also provides various tools and auditing functions for web page analysis and debugging.

How to use the MCP Browser Operator?

First, you need to install the dependencies and start the server. Then, you can perform browser operations by sending JSON-RPC requests, such as opening web pages, finding elements, or conducting performance audits.

Applicable Scenarios

Suitable for business scenarios that require automated web page interaction, SEO optimization, performance testing, or auditing, such as e-commerce websites, content management systems, and data analysis platforms.

Main Features

Browser Management
Supports creating, navigating, operating, and closing browser instances.
Job Management
Tracks the status of browser operations through job IDs.
Web Page Interaction
Interacts with web page content through natural language instructions.
Debugging Tools
Provides functions such as console logs, network activities, and screenshots.
Auditing Tools
Supports accessing web page auditing tools for accessibility, performance, SEO, etc.
Advantages
Supports independent browser states for multiple projects, facilitating personalized operations.
The asynchronous job mode avoids client timeout issues.
Provides rich debugging and auditing tools to improve development efficiency.
Supports continuous integration and automated testing.
Limitations
Requires a certain programming foundation for configuration and use.
May require multiple iterative operations for complex tasks.
Depends on specific versions of Python and Playwright.

How to Use

Install Dependencies
Clone the repository and install the required Python dependencies.
Set API Key
Configure your OpenAI API key.
Start the Server
Run the MCP server to listen for JSON-RPC requests.

Usage Examples

Open a Web Page and Get the Title
Demonstrate how to use the MCP Browser Operator to open a web page and get its title.
Execute Natural Language Instructions
Demonstrate how to find elements on a web page through natural language instructions.

Frequently Asked Questions

How to ensure server security?
Does it support multiple browser instances?
How to handle timeout issues?

Related Resources

Official Documentation
Detailed MCP protocol and usage guide.
GitHub Repository
Source code and example code.
MCP Inspector
A tool for testing and debugging the MCP server.

Installation

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

Alternatives

R
Rsdoctor
Rsdoctor is a build analysis tool specifically designed for the Rspack ecosystem, fully compatible with webpack. It provides visual build analysis, multi - dimensional performance diagnosis, and intelligent optimization suggestions to help developers improve build efficiency and engineering quality.
TypeScript
9.0K
5 points
N
Next Devtools MCP
The Next.js development tools MCP server provides Next.js development tools and utilities for AI programming assistants such as Claude and Cursor, including runtime diagnostics, development automation, and document access functions.
TypeScript
9.6K
5 points
T
Testkube
Testkube is a test orchestration and execution framework for cloud-native applications, providing a unified platform to define, run, and analyze tests. It supports existing testing tools and Kubernetes infrastructure.
Go
6.4K
5 points
M
MCP Windbg
An MCP server that integrates AI models with WinDbg/CDB for analyzing Windows crash dump files and remote debugging, supporting natural language interaction to execute debugging commands.
Python
8.8K
5 points
R
Runno
Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.
TypeScript
7.7K
5 points
N
Netdata
Netdata is an open-source real-time infrastructure monitoring platform that provides second-level metric collection, visualization, machine learning-driven anomaly detection, and automated alerts. It can achieve full-stack monitoring without complex configuration.
Go
9.7K
5 points
M
MCP Server
The Mapbox MCP Server is a model context protocol server implemented in Node.js, providing AI applications with access to Mapbox geospatial APIs, including functions such as geocoding, point - of - interest search, route planning, isochrone analysis, and static map generation.
TypeScript
8.9K
4 points
U
Uniprof
Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.
TypeScript
7.3K
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
19.3K
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
30.7K
5 points
D
Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
64.5K
4.3 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
22.2K
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#
27.4K
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
59.6K
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
20.2K
4.5 points
C
Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
86.2K
4.7 points
AIBase
Zhiqi Future, Your AI Solution Think Tank
© 2026AIBase