MCP Servers

crawl4ai-local-for-windows

Provides a local MCP server for AI-powered web crawling on Windows, enabling agents to directly crawl and extract web content without requiring WSL.

README

Crawl4ai Local for Windows

Local MCP server for Crawl4ai on Windows. No need to install WSL—just run it directly.

Requirements

This project requires uv and Python 3.14.

Installation

uv sync

Running

🚨️ If you connect the MCP correctly to a coding agent, it starts the server automatically—no need to run it separately.

uv run main

To run in debugging mode (MCP Inspector) from the terminal:

uv run mcp dev src/crawl4ai_local_for_windows/server.py

Adding MCP to an Agent

Claude Code

claude mcp add --transport stdio --scope user crawl4ai -- uv run --directory <parent_location>\crawl4ai-local-for-windows main

parent_location: Write it like C:\dev\repo\fix-a-lot

e.g. claude mcp add --transport stdio --scope user crawl4ai -- uv run --directory C:\dev\repo\fix-a-lot\crawl4ai-local-for-windows main

# Check MCP installation
claude mcp list
claude mcp get crawl4ai

Hermes Agent

{
  "mcpServers": {
    "crawl4ai": {
      "command": "uv",
      "args": [
        "run",
        "--directory",
        "<parent_location>\\crawl4ai-local-for-windows",
        "main"
      ]
    }
  }
}

parent_location: Write it like C:\\dev\\repo\\fix-a-lot

e.g. C:\\dev\\repo\\fix-a-lot\\crawl4ai-local-for-windows

🚧 Commands used when scaffolding the project

uv init
uv add crawl4ai mcp
uv run crawl4ai-setup

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