Crawl4ai Middleware MCP Server

这是一个MCP(模型上下文协议)服务器,用于将crawl4ai的网页抓取功能集成到支持MCP的应用程序中,如Cursor IDE。

Local serverstdio

What is the Crawl4ai Middleware MCP Server?

Crawl4ai Middleware is an MCP project maintained in the frankieli123/crawl4ai-middleware repository. The maintainer describes its purpose as “这是一个MCP(模型上下文协议)服务器,用于将crawl4ai的网页抓取功能集成到支持MCP的应用程序中,如Cursor IDE。”. Read the project documentation for the complete scope.

Local setup

The project provides a local client configuration using python. Follow the repository’s build and installation steps before copying it, and replace example paths with the paths on your own computer.

Source

Project documentation · Repository · Discovery listing. This profile records the public documentation checked on 2026-10-08.

How to install the Crawl4ai Middleware MCP Server

{
  "mcpServers": {
    "crawl4ai": {
      "command": "python",
      "args": [
        "E:/APP/craw14ai-middleware/crawl4ai_server.py"
      ]
    }
  }
}

From the project documentation. Replace placeholders and example paths before connecting.