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enact/firecrawl

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Scrape, crawl, search, and extract structured data from websites using Firecrawl API - converts web pages to LLM-ready markdown

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SKILL.md

name enact/firecrawl
version 1.2.0
description Scrape, crawl, search, and extract structured data from websites using Firecrawl API - converts web pages to LLM-ready markdown
enact 2.0
from python:3.12-slim
build pip install requests
env [object Object]
command python /workspace/firecrawl.py ${action} ${url} ${formats} ${limit} ${only_main_content} ${prompt} ${schema}
timeout 300s
license MIT
tags web-scraping, crawling, markdown, llm, ai, data-extraction, search, structured-data
annotations [object Object]
inputSchema [object Object]
outputSchema [object Object]
examples [object Object], [object Object], [object Object], [object Object], [object Object]

Firecrawl Web Scraping Tool

A powerful web scraping tool that uses the Firecrawl API to convert websites into clean, LLM-ready markdown and extract structured data.

Features

  • Scrape: Extract content from a single URL as markdown, HTML, or with screenshots
  • Crawl: Automatically discover and scrape all accessible subpages of a website
  • Map: Get a list of all URLs from a website without scraping content (extremely fast)
  • Search: Search the web and get full scraped content from results
  • Extract: Use AI to extract structured data from pages with natural language prompts

Setup

  1. Get an API key from firecrawl.dev
  2. Set your API key as a secret:
    enact env set FIRECRAWL_API_KEY <your-api-key> --secret --namespace enact

This stores your API key securely in your OS keyring (macOS Keychain, Windows Credential Manager, or Linux Secret Service).

Usage Examples

Scrape a single page

enact run enact/firecrawl --url "https://example.com" --action scrape

Crawl an entire documentation site

enact run enact/firecrawl --url "https://docs.example.com" --action crawl --limit 20

Map all URLs on a website

enact run enact/firecrawl --url "https://example.com" --action map

Search the web

enact run enact/firecrawl --url "latest AI developments 2024" --action search --limit 5

Extract structured data with AI

enact run enact/firecrawl --url "https://news.ycombinator.com" --action extract --prompt "Extract the top 10 news headlines with their URLs"

Extract with a JSON schema

enact run enact/firecrawl \
  --url "https://example.com/pricing" \
  --action extract \
  --prompt "Extract pricing information" \
  --schema '{"type":"object","properties":{"plans":{"type":"array","items":{"type":"object","properties":{"name":{"type":"string"},"price":{"type":"string"}}}}}}'

Output

The tool returns JSON with:

  • markdown: Clean, LLM-ready content
  • metadata: Title, description, language, source URL
  • extract: Structured data (for extract action)
  • links: Discovered URLs (for map action)

API Features

Firecrawl handles the hard parts of web scraping:

  • Anti-bot mechanisms
  • Dynamic JavaScript content
  • Proxies and rate limiting
  • PDF and document parsing
  • Screenshot capture