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    crawl4ai-mcp-server

    crawl4ai-mcp-server

    sadiuysal August 14, 2025
    76 copies 0 downloads

    šŸ•·ļø A lightweight Model Context Protocol (MCP) server that exposes Crawl4AI web scraping and crawling capabilities as tools for AI agents. Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.

    Agent Definition
    # Crawl4AI MCP Server
    
    šŸ•·ļø **A lightweight Model Context Protocol (MCP) server that exposes [Crawl4AI](https://docs.crawl4ai.com/) web scraping and crawling capabilities as tools for AI agents.**
    
    Similar to Firecrawl's API but self-hosted and free. Perfect for integrating web scraping into your AI workflows with OpenAI Agents SDK, Cursor, Claude Code, and other MCP-compatible tools.
    
    ## Features
    
    - **šŸ”§ MCP Tools**: Exposes 4 powerful tools: `scrape`, `crawl`, `crawl_site`, `crawl_sitemap` via stdio MCP server
    - **🌐 Web Scraping**: Single-page scraping with markdown extraction
    - **šŸ•·ļø Web Crawling**: Multi-page breadth-first crawling with depth control
    - **🧠 Adaptive Crawling**: Smart crawling that stops when sufficient content is gathered
    - **šŸ›”ļø Safety**: Blocks internal networks, localhost, and private IPs
    - **šŸ“± Agent Ready**: Works with OpenAI Agents SDK, Cursor, and Claude Code
    - **⚔ Fast**: Powered by Playwright and Crawl4AI's optimized extraction
    
    ## šŸš€ Quick Start
    
    Choose between **Docker** (recommended) or **manual installation**:
    
    ### Option A: Docker (Recommended) 🐳
    
    Docker eliminates all setup complexity and provides a consistent environment:
    
    #### Option A1: Use Pre-built Image (Fastest) ⚔
    ```bash
    # No setup required! Just pull and run the published image
    docker pull uysalsadi/crawl4ai-mcp-server:latest
    
    # Test it works
    python test-config.py
    
    # Use directly in MCP configurations (see examples below)
    ```
    
    #### Option A2: Build Yourself
    ```bash
    # Clone the repository
    git clone https://github.com/uysalsadi/crawl4ai-mcp-server.git
    cd crawl4ai-mcp-server
    
    # Quick build and test (simplified)
    docker build -f Dockerfile.simple -t crawl4ai-mcp .
    echo '{"jsonrpc": "2.0", "id": 1, "method": "initialize", "params": {"protocolVersion": "2024-11-05", "capabilities": {}, "clientInfo": {"name": "test", "version": "1.0"}}}' | docker run --rm -i crawl4ai-mcp
    
    # Or use helper script (full build with Playwright)
    ./docker-run.sh build
    ./docker-run.sh test
    ./docker-run.

    Tags

    ai-agentsclaude-codecrawl4aicursorfirecrawl-alternativemcpmodel-context-protocolopenai-agentsopenai-agents-sdkweb-crawling

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