Crawl4ai
The Crawl4AI MCP Server is a high-performance Model Context Protocol server that provides web scraping, crawling, and in-depth research functions for AI assistants. It is deployed via CloudFlare Workers and supports OAuth authentication and structured data extraction.
rating : 2.5 points
downloads : 6.7K
What is the Crawl4AI MCP Server?
The Crawl4AI MCP Server is a high-performance custom Model Context Protocol (MCP) server that integrates Crawl4AI, an open-source web scraping and crawling library. Through this server, AI assistants can access powerful web scraping capabilities.How to use the Crawl4AI MCP Server?
Users can set up the MCP server through simple configuration and deployment steps and integrate it into an existing AI assistant system.Applicable scenarios
Suitable for researchers and developers who need to efficiently obtain web content, conduct in-depth research, and process large amounts of data.Main Features
Single web page scraping
Extract content from a single web page.
Website crawler
Crawl an entire website with configurable depth and page limits.
URL discovery
Map and discover URLs from a starting point.
Asynchronous crawler
Efficiently crawl an entire website.
Content search
Search in previously scraped content.
Structured data extraction
Extract specific data using CSS selectors or LLM.
In-depth research
Conduct comprehensive research across multiple pages.
Advantages
High performance and efficiency
Support for multiple scraping and search functions
Easy to integrate into existing systems
High security (supports OAuth and API keys)
Limitations
Currently under development, not recommended for production environments
Requires certain technical knowledge for deployment and configuration
How to Use
Clone the repository
Clone the Crawl4AI MCP Server repository to your local machine via Git.
Install dependencies
Install the required Node.js dependencies.
Configure the KV namespace
Create and configure the KV namespace for Cloudflare Workers.
Deploy to Cloudflare Workers
Deploy the server to Cloudflare Workers using the Wrangler tool.
Usage Examples
Example 1: News article scraping
Scrape articles from a news website and extract the main content.
Example 2: Keyword search
Search for specific keywords in the scraped data.
Frequently Asked Questions
Is the server ready for production use?
How to ensure data security?
How to improve scraping speed?
Related Resources
GitHub Repository
Project source code and documentation
Crawl4AI Documentation
More detailed information about Crawl4AI
Model Context Protocol Specification
Official specification of the MCP protocol

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
 15.0K
 4.5 points

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
 24.0K
 5 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
 17.0K
 4.3 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
 46.4K
 4.3 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# 
 19.5K
 5 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
 45.7K
 4.5 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
 15.1K
 4.5 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
 31.1K
 4.8 points
