Firecrawl

Overview

Firecrawl is a Model Context Protocol (MCP) server: Scrape, crawl, and extract structured data from websites at scale. Because it speaks the Model Context Protocol, AI assistants can use Firecrawl as a set of callable tools instead of you copy-pasting between apps.

It runs locally: the Python package mcparmory-firecrawl (via uvx) speaks MCP over stdio on your machine. No credentials are required — it works out of the box. The current release is v1.0.3, with source at mcparmory/registry on GitHub, where it has earned 30 stars.

On mcp.site, Firecrawl sits in the Web Scraping category. Any MCP client can use it — Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed among them — via the install snippets below. If you maintain Firecrawl for mcparmory.com, claim this listing to verify ownership, earn the Verified badge, and keep the details current.

Installation

// claude_desktop_config.json
{
  "mcpServers": {
    "firecrawl": {
      "command": "uvx",
      "args": [
        "mcparmory-firecrawl"
      ]
    }
  }
}