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enact-firecrawl

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

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stars:194
forks:37
updated:March 4, 2026
SKILL.mdreadonly
SKILL.md Frontmatter
nameenact-firecrawl
version1.2.1
descriptionScrape, crawl, search, and extract structured data from websites using Firecrawl API - converts web pages to LLM-ready markdown
enact2.0
frompython:3.12-slim
buildpip install requests
env[object Object]
commandpython /workspace/firecrawl.py ${action} ${url} ${formats} ${limit} ${only_main_content} ${prompt} ${schema}
timeout300s
licenseMIT
tagsweb-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

CLI

Scrape a single page

enact run enact/firecrawl -a '{"url": "https://example.com", "action": "scrape"}'

Crawl an entire documentation site

enact run enact/firecrawl -a '{"url": "https://docs.example.com", "action": "crawl", "limit": 20}'

Map all URLs on a website

enact run enact/firecrawl -a '{"url": "https://example.com", "action": "map"}'

Search the web

enact run enact/firecrawl -a '{"url": "latest AI developments 2024", "action": "search", "limit": 5}'

Extract structured data with AI

enact run enact/firecrawl -a '{"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 -a '{
  "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\"}}}}}}"
}'

MCP (for LLMs/Agents)

When using this tool via MCP, call enact__firecrawl with these parameters:

Scrape a single page

Call with url set to the target URL and action set to "scrape".

Crawl a documentation site

Call with url, action set to "crawl", and limit to control the maximum number of pages.

Map all URLs on a website

Call with url and action set to "map" to discover all URLs without scraping content.

Search the web

Call with url set to your search query (e.g., "latest AI news") and action set to "search". Use limit to control result count.

Extract structured data with AI

Call with url, action set to "extract", and prompt describing what data to extract. Optionally provide a schema for structured output.

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