Firecrawl Scrape Skill
SkillWeb & browsingScrape web pages and extract content via Firecrawl MCP
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Firecrawl Scrape Skill skill
What this skill tells your AI
The instructions your AI receives, as published by vibeeval/vibecosystem in skills/firecrawl-scrape/SKILL.md and read by ahel’s review.
When to Use
- Scrape content from any URL
- Extract structured data from web pages
- Search the web and get content
Instructions
uv run python -m runtime.harness scripts/mcp/firecrawl_scrape.py \
--url "https://example.com" \
--format "markdown"
Parameters
--url: URL to scrape--format: Output format -markdown,html,text(default: markdown)--search: (alternative) Search query instead of direct URL
Examples
# Scrape a page
uv run python -m runtime.harness scripts/mcp/firecrawl_scrape.py \
--url "https://docs.python.org/3/library/asyncio.html"
# Search and scrape
uv run python -m runtime.harness scripts/mcp/firecrawl_scrape.py \
--search "Python asyncio best practices 2024"
MCP Server Required
Requires firecrawl server in mcp_config.json with FIRECRAWL_API_KEY.
Signals
- GitHub stars
- 530
- Forks
- 44
- Last commit
- Aug 2026
ahel recommends instead
Advanced
- Catalog kind
- skill
- Gateway key
firecrawl-scrape-vibeeval- Source
- github.com/vibeeval/vibecosystem