Firecrawl

GitHub

Web Utilities

Advanced web scraping and structured extraction

Overview

Capabilities

web scrapingweb search

Direct install

Run the underlying MCP server directly — without Agent-CoreX routing.

npx -y firecrawl-mcp

Note: Requires API key

Environment Variables

FIRECRAWL_API_KEYRequired

Use with Agent-CoreX

Agent-CoreX intelligently routes which tools from Firecrawl your AI agent actually needs per request — reducing token usage and cost.

agent-corex.json

{
  "mcpServers": {
    "firecrawl": {
      "command": "npx",
      "args": [
        "-y",
        "firecrawl-mcp"
      ],
      "env": {
        "FIRECRAWL_API_KEY": "<your-firecrawl_api_key>"
      }
    }
  }
}

Route Firecrawl intelligently

Connect in 2 minutes. Only pay for the tools your agent actually uses.

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Fetch

Web content fetching and conversion for efficient LLM usage; converts HTML to markdown

Brave Search

Web search using Brave Search API

Puppeteer

Browser automation and web scraping with headless Chrome

Installation Guide

Use with Agent-CoreX

Recommended: intelligent tool routing, lower costs

uvx agent-corex mcp add firecrawl

Agent-CoreX selects only the tools your agent needs, cutting token usage by up to 60%.

Direct Install

Use Firecrawl directly without routing

npx -y firecrawl-mcp

New to Agent-CoreX? View setup guide →

Capabilities

Direct install

Environment Variables

Use with Agent-CoreX

Route Firecrawl intelligently

More Web Utilities servers

Fetch

Brave Search

Puppeteer

Installation Guide

Use with Agent-CoreX

Direct Install