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firecrawl-scrape

Scrape web pages and extract structured content via the Firecrawl MCP service.

8|1|Updated Jan 4, 2026
Search Tags:#information gathering#web scraping#web crawling#content extraction#data retrieval
One-click install
npx skills add https://github.com/scooter-lacroix/Maestro --skill firecrawl-scrape-scooter-lacroix
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: firecrawl-scrape
Source: https://github.com/scooter-lacroix/Maestro/tree/main/maestro/skills/research/firecrawl-scrape
Command: npx skills add https://github.com/scooter-lacroix/Maestro --skill firecrawl-scrape-scooter-lacroix

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of extracting content from web pages, making it easier to gather information from the internet.

Core Features & Use Cases

  • Web Scraping: Extract content from any given URL.
  • Structured Data Extraction: Obtain data from web pages in a structured format.
  • Web Search Integration: Perform searches and retrieve content directly.
  • Use Case: Quickly gather all the text from a long article or extract product details from an e-commerce site.

Quick Start

Use the firecrawl-scrape skill to scrape content from the URL https://example.com in markdown format.

Frequently Asked Questions about firecrawl-scrape

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract content from any given URL into markdown format?▼

Web content extraction from any URL is done by passing the link to the scraping service, which returns the page text formatted as markdown. You simply provide the target URL to retrieve the structured article or product data.

Can I obtain structured data from e-commerce product pages?▼

Structured data extraction retrieves product details from e-commerce sites by scraping the target URL. The skill processes the web page and returns the specific information gathered directly from the site content.

Does web scraping with this skill require an API key?▼

Web scraping requires a running Firecrawl MCP server with a valid API key configured. You must set up this environment and authenticate your requests before you can successfully gather information or perform web searches.

What is the best way to gather all text from a long article online?▼

Gathering text from a long article is best handled by using the web scraping feature to extract the full content. The skill automates this process, retrieving the complete text from the URL for immediate use.

How does web search integration work to retrieve content directly?▼

Web search integration performs searches and retrieves content directly by querying the Firecrawl service. It automates the information gathering process, returning extracted content from the search results without manual page visits.

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