Firecrawl Scraper
Web scraping skill using Firecrawl API for deep content extraction, format conversion, and page i…
by benedictking · MIT
The skill
Web scraping skill using Firecrawl API for deep content extraction, format conversion, and page interaction. Use when you need to scrape web pages, extract structured data, take screenshots, parse PDFs, or crawl entire websites. Triggers: firecrawl, scrape, extract content, screenshot, parse pdf, crawl website, 抓取网页, 提取内容, 网页截图
Firecrawl Scraper Skill
Trigger Conditions & Endpoint Selection
Choose Firecrawl endpoint based on user intent:
- scrape: Need to extract content from a single web page (markdown, html, json, screenshot, pdf)
- crawl: Need to crawl entire website with depth control and path filtering
- map: Need to quickly get a list of all URLs on a website
- batch-scrape: Need to scrape multiple URLs in parallel
- crawl-status: Given crawl job ID, check crawl progress/results (optional
--wait)
Recommended Architecture (Main Skill + Sub-skill)
This skill uses a two-phase architecture:
- Main skill (current context): Understand user question → Choose endpoint → Assemble JSON payload
- Sub-skill (fork context): Only responsible for HTTP call execution, avoiding conversation history token waste
Execution Method
Use Task tool to invoke firecrawl-fetcher sub-skill, passing command and JSON (stdin):
Task parameters:
- subagent_type: Bash
- description: "Call Firecrawl API"
- prompt: cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs <scrape|crawl|map|batch-scrape|crawl-status> [--wait]
{ ...payload... }
JSON
Payload Examples
1) Scrape Single Page
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs scrape
{
"url": "https://example.com",
"formats": ["markdown", "links"],
"onlyMainContent": true,
"includeTags": [],
"excludeTags": ["nav", "footer"],
"waitFor": 0,
"timeout": 30000
}
JSON
Available formats:
"markdown","html","rawHtml","links","images","summary"{"type": "json", "prompt": "Extract product info", "schema": {...}}{"type": "screenshot", "fullPage": true, "quality": 85}
2) Scrape with Actions (Page Interaction)
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs scrape
{
"url": "https://example.com",
"formats": ["markdown"],
"actions": [
{"type": "wait", "milliseconds": 2000},
{"type": "click", "selector": "#load-more"},
{"type": "wait", "milliseconds": 1000},
{"type": "scroll", "direction": "down", "amount": 500}
]
}
JSON
Available actions:
wait,click,write,press,scroll,screenshot,scrape,executeJavascript
3) Parse PDF
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs scrape
{
"url": "https://example.com/document.pdf",
"formats": ["markdown"],
"parsers": ["pdf"]
}
JSON
4) Extract Structured JSON
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs scrape
{
"url": "https://example.com/product",
"formats": [
{
"type": "json",
"prompt": "Extract product information",
"schema": {
"type": "object",
"properties": {
"name": {"type": "string"},
"price": {"type": "number"},
"description": {"type": "string"}
},
"required": ["name", "price"]
}
}
]
}
JSON
5) Crawl Entire Website
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs crawl
{
"url": "https://docs.example.com",
"formats": ["markdown"],
"includePaths": ["^/docs/.*"],
"excludePaths": ["^/blog/.*"],
"maxDiscoveryDepth": 3,
"limit": 100,
"allowExternalLinks": false,
"allowSubdomains": false
}
JSON
5.1) Crawl + Wait for Completion
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs crawl --wait
{
"url": "https://docs.example.com",
"formats": ["markdown"],
"limit": 100
}
JSON
6) Map Website URLs
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs map
{
"url": "https://example.com",
"search": "documentation",
"limit": 5000
}
JSON
7) Batch Scrape Multiple URLs
cat <<'JSON' | node .claude/skills/firecrawl-scraper/firecrawl-api.cjs batch-scrape
{
"urls": [
"https://example.com/page1",
"https://example.com/page2",
"https://example.com/page3"
],
"formats": ["markdown"]
}
JSON
8) Check Crawl Status
node .claude/skills/firecrawl-scraper/firecrawl-api.cjs crawl-status <crawl-id>
Wait for completion:
node .claude/skills/firecrawl-scraper/firecrawl-api.cjs crawl-status <crawl-id> --wait
Key Features
Formats
- markdown: Clean markdown content
- html: Parsed HTML
- rawHtml: Original HTML
- links: All links on page
- images: All images on page
- summary: AI-generated summary
- json: Structured data extraction with schema
- screenshot: Page screenshot (PNG)
Content Control
onlyMainContent: Extract only main content (default: true)includeTags: CSS selectors to includeexcludeTags: CSS selectors to excludewaitFor: Wait time before scraping (ms)maxAge: Cache duration (default: 48 hours)
Actions (Browser Automation)
wait: Wait for specified timeclick: Click element by selectorwrite: Input text into fieldpress: Press keyboard keyscroll: Scroll pageexecuteJavascript: Run custom JS
Crawl Options
includePaths: Regex patterns to includeexcludePaths: Regex patterns to excludemaxDiscoveryDepth: Maximum crawl depthlimit: Maximum pages to crawlallowExternalLinks: Follow external linksallowSubdomains: Follow subdomains
Environment Variables & API Key
Two ways to configure API Key (priority: environment variable > .env):
- Environment variable:
FIRECRAWL_API_KEY .envfile: Place in.claude/skills/firecrawl-scraper/.env, can copy from.env.example
Response Format
All endpoints return JSON with:
success: Boolean indicating successdata: Extracted content (format depends on endpoint)- For crawl: Returns job ID, use
crawl-status(or GET /v2/crawl/{id}) to check status
Use this skill
Connect your agent to the Skill Store MCP server and ask for it by ref: benedictking/firecrawl-scraper-76987295143.
Details
- Publisher
- benedictking
- Category
- Data & Analytics › Scraping & extraction
- License
- MIT
- Updated
- 2026-04-21
References
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