Cover image
Try Now
2025-04-02

Crawl4AI-MCP: A powerful web crawling and content analysis server that combines targeted web scraping with Claude AI processing. Extract insights from specific websites with customizable depth, content selection, and AI analysis capabilities.

3 years

Works with Finder

1

Github Watches

6

Github Forks

26

Github Stars

*** THIS IS NOT A FUNCTIONAL MCP ***

  • IT WAS A LEARNING TOOL I WOULD COME BACK TO WHEN I HAD SPARE TIME

Crawl4AI MCP Server

An MCP (Model-Controller-Processor) Server for intelligent web crawling and AI-powered content analysis. This server provides a simple API for crawling websites and processing the content using Claude AI models.

Who Benefits from Crawl4AI?

Crawl4AI is designed for individuals and organizations who need targeted, in-depth analysis of specific web content. Unlike general search engines or AI assistants that provide broad coverage, Crawl4AI offers deeper insights into content you specifically want to analyze.

Ideal for:

  • Researchers who need to extract structured information from specific websites or academic resources
  • Content creators looking to analyze competitor content or industry trends within specific domains
  • Data analysts who need to process web data for business intelligence purposes
  • Developers building applications that require web content analysis capabilities
  • Digital marketers analyzing industry websites, blogs, or competitor content
  • Business analysts gathering industry-specific information from multiple sources
  • Knowledge workers who need to synthesize information from specific web domains

How Users Benefit from Crawl4AI

The Crawl4AI MCP server provides significant advantages over general-purpose search and AI tools:

  • Targeted depth over breadth: Instead of broad surface-level results across the entire web, get comprehensive analysis of specific websites that matter to you
  • Customizable crawling parameters: Control exactly how deep to crawl, what content to extract, and how to process it
  • Programmatic integration: Easily incorporate web content analysis into your own applications, workflows, and data pipelines
  • Flexible AI processing: Apply different analytical approaches to the same content - summarize, extract facts, deep analysis, or generate questions
  • Privacy and control: Keep sensitive searches and analyses private by running the server locally
  • Cost efficiency: Use your own Claude API key with precise control over token usage and processing costs
  • Automation potential: Schedule regular crawls and analyses of important websites to track changes over time
  • Customized AI prompting: Tailor the AI analysis specifically to your needs with customized prompting
  • Content transformation: Turn unstructured web content into structured, actionable information

Crawl4AI bridges the gap between simple web scraping and sophisticated AI analysis, enabling more targeted and meaningful extraction of insights from the web.

Features

  • Web crawling with customizable depth and content selectors
  • Respects robots.txt directives
  • Content extraction and processing
  • AI-powered analysis of crawled content using Claude models
  • Simple REST API
  • Configurable via command line or environment variables
  • Detailed logging

Installation

  1. Clone this repository:

    git clone https://github.com/yourusername/crawl4ai-mcp.git
    cd crawl4ai-mcp
    
  2. Install dependencies:

    npm install
    
  3. Create a .env file with your Anthropic API key:

    ANTHROPIC_API_KEY=your_api_key_here
    

Usage

Starting the Server

Start the server with default settings:

npm start

Or use command-line options:

npm start -- --port 4000 --debug

Available options:

  • --port <number>: Port to run the server on (default: 3000)
  • --debug: Enable debug logging

API Endpoints

Crawl a Website

POST /api/crawl

Request body:

{
  "url": "https://example.com",
  "depth": 2,
  "selector": "main",
  "aiProcessing": {
    "task": "summarize",
    "model": "claude-3-sonnet-20240229"
  }
}

Parameters:

  • url (required): The URL to start crawling from
  • depth (optional): How many levels deep to crawl (default: 1)
  • selector (optional): CSS selector for content extraction (default: "body")
  • aiProcessing (optional): Configuration for AI processing
    • task: Type of processing (summarize, extract, analyze, questions)
    • model: Claude model to use (default: "claude-3-sonnet-20240229")

Health Check

GET /api/healthcheck

Returns server status and version information.

AI Processing Tasks

The server supports several AI processing tasks:

  • summarize: Create a comprehensive summary of the crawled content
  • extract: Extract factual information from the content
  • analyze: Perform deep analysis of the content, arguments, and quality
  • questions: Generate important questions and answers based on the content

Configuration

You can configure the server using environment variables:

  • PORT: Server port (default: 3000)
  • ANTHROPIC_API_KEY: Your Anthropic API key for Claude
  • DEBUG: Set to "true" to enable debug logging

Example

Crawl a website and summarize its content:

curl -X POST http://localhost:3000/api/crawl \
  -H "Content-Type: application/json" \
  -d '{
    "url": "https://example.com",
    "depth": 1,
    "aiProcessing": {
      "task": "summarize"
    }
  }'

License

MIT License

Acknowledgements

This project uses the following libraries:

相关推荐

  • NiKole Maxwell
  • I craft unique cereal names, stories, and ridiculously cute Cereal Baby images.

  • Emmet Halm
  • Converts Figma frames into front-end code for various mobile frameworks.

  • https://maiplestudio.com
  • Find Exhibitors, Speakers and more

  • Khalid kalib
  • Write professional emails

  • Yusuf Emre Yeşilyurt
  • I find academic articles and books for research and literature reviews.

  • https://suefel.com
  • Latest advice and best practices for custom GPT development.

  • Carlos Ferrin
  • Encuentra películas y series en plataformas de streaming.

  • momi
  • Provides initial medical assessments and advice.

  • Joshua Armstrong
  • Confidential guide on numerology and astrology, based of GG33 Public information

  • https://zenepic.net
  • Embark on a thrilling diplomatic quest across a galaxy on the brink of war. Navigate complex politics and alien cultures to forge peace and avert catastrophe in this immersive interstellar adventure.

  • huahuayu
  • A unified API gateway for integrating multiple etherscan-like blockchain explorer APIs with Model Context Protocol (MCP) support for AI assistants.

  • zhaoyunxing92
  • 本项目是一个钉钉MCP(Message Connector Protocol)服务,提供了与钉钉企业应用交互的API接口。项目基于Go语言开发,支持员工信息查询和消息发送等功能。

  • deemkeen
  • control your mbot2 with a power combo: mqtt+mcp+llm

  • ariofarmani
  • Test repository for GitHub MCP server functionality

    Reviews

    4 (1)
    Avatar
    user_l9mOiMPh
    2025-04-17

    Crawl4AI-MCP by Vistiqx is an exceptional tool for AI-driven web crawling. Its powerful capabilities and user-friendly interface make it a game-changer for developers. Easy to integrate and efficient in fetching data, it transforms web crawling tasks into a seamless experience. Highly recommend! Check it out at https://github.com/Vistiqx/Crawl4AI-MCP.