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firecrawl-web

Fetch web content and extract structured data using Firecrawl.

Updated Mar 21, 2026
Search Tags:#documentation#markdown#screenshots#firecrawl#web-search#web-scraping#structured-data
One-click install
npx skills add https://github.com/nicoreincarnate-oss/objective-hertz --skill firecrawl-web-nicoreincarnate-oss
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: firecrawl-web
Source: https://github.com/nicoreincarnate-oss/objective-hertz/tree/main/.agent/skills/firecrawl-skill
Command: npx skills add https://github.com/nicoreincarnate-oss/objective-hertz --skill firecrawl-web-nicoreincarnate-oss

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Web-enabled AI assistants often lack direct live web access and reliable data extraction. This skill provides automated web access and content retrieval via Firecrawl to empower up-to-date insights and documentation crawling.

Core Features & Use Cases

  • Markdown extraction: fetch page content as clean, markdown-ready text.
  • Screenshots: capture full-page screenshots for visual references.
  • Structured data extraction: pull specific fields using JSON schemas.
  • Web search: perform live searches and retrieve results with content.
  • Documentation crawling: crawl documentation sites to learn new frameworks or libraries. Use cases include obtaining current product pages, researching API docs, or extracting data from pages for dashboards.

Quick Start

Install dependencies and run the fc.py script to start using the Firecrawl web skill.

Frequently Asked Questions about firecrawl-web

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

FAQPage Schema
How do I extract web page content as markdown for AI workflows?▼

Web page content extraction as markdown is done by fetching live URLs and converting the HTML into clean, markdown-ready text. This skill retrieves current page content directly for use in AI processing pipelines.

Can I crawl documentation sites to learn new frameworks with Firecrawl?▼

Documentation site crawling retrieves multiple pages of technical docs to learn new frameworks or libraries. The skill automates fetching and structuring these sites into readable content for AI analysis.

Do I need Python 3 to run the Firecrawl web scraping script?▼

Python 3 is required to run the fc.py script that executes Firecrawl web scraping tasks. You also need the Firecrawl library installed, with optional .env credentials loaded via python-dotenv for authenticated access.

What's the best way to extract structured data from web pages using JSON schemas?▼

Structured data extraction from web pages uses JSON schemas to pull specific fields from the content. The skill applies these schemas during the fetch process to return formatted, structured data for dashboards or analysis.

Can I take full-page screenshots of live web pages for visual references?▼

Full-page screenshots of live web pages are captured by fetching the target URL and rendering the entire page visually. The skill automates this screenshot process to provide visual references for AI workflows.

Does web search functionality return page content along with search results?▼

Web search functionality performs live searches and retrieves results complete with page content. The skill executes the search query and fetches the corresponding page data simultaneously to provide up-to-date insights.

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