Firecrawl Scrape Agent Skill

by vibeeval

Scrape web pages and extract content via Firecrawl MCP

264 tokens

context cost

the whole folder, loaded on every use

files

instructions only

copies elsewhere

how many repositories repackaged it

521

stars on the repo

on the repository, not the skill itself

Install

one command, takes just this skill from the repository

npx skills add https://github.com/vibeeval/vibecosystem --skill firecrawl-scrape

The instruction itself

6 sections, as written by the author

Firecrawl Scrape Skill

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.

Other skills for the same job

different authors, same section of the catalogue

Apify Automation

by christophacham

×2

Automate web scraping and data extraction with Apify -- run Actors, manage datasets, create reusable tasks, and retrieve crawl results through the Composio Apify integration.

Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.

Web search, content extraction, crawling, and research capabilities using Tavily API

| Bulk extract content from an entire website or site section. Use this skill when the user wants to crawl a site, extract all pages from a docs section, bulk-scrape multiple pages following links, or says "crawl", "get all the pages", "extract everything under /docs", "bulk extract", or needs content from many pages on the same site. Handles depth limits, path filtering, and concurrent extraction.

Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API. Use when you need deep content extraction from web pages, page interaction is required (clicking, scrolling, etc.), or you want screenshots or PDF parsing.

Build a fully automated AI-powered data collection agent for any public source — job boards, prices, news, GitHub, sports, anything. Scrapes on a schedule, enriches data with a free LLM (Gemini Flash), stores results in Notion/Sheets/Supabase, and learns from user feedback. Runs 100% free on GitHub Actions. Use when the user wants to monitor, collect, or track any public data automatically.

Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.

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

6k tokens scripts

How to use it

Copy the folder

Take vibeeval/firecrawl-scrape from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.