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Marketplace enact-firecrawl

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

install
source · Clone the upstream repo
git clone https://github.com/aiskillstore/marketplace
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/aiskillstore/marketplace "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/enactprotocol/enact-firecrawl" ~/.claude/skills/aiskillstore-marketplace-enact-firecrawl && rm -rf "$T"
manifest: skills/enactprotocol/enact-firecrawl/SKILL.md
source content

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