firecrawl-scraper
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.
About this skill
This skill empowers AI agents with advanced capabilities for deep web content extraction, leveraging the powerful Firecrawl API. It enables sophisticated interactions with web pages, such as clicking, scrolling, and handling dynamically loaded content, to access information that might be otherwise inaccessible. Beyond mere data retrieval, the skill can capture high-fidelity screenshots of entire web pages or specific elements, and parse content directly from web-based PDF documents. As part of the "antigravity-awesome-skills" collection, it integrates seamlessly into AI agent workflows, providing a robust solution for complex web data challenges, making it ideal for tasks requiring comprehensive, interactive, or visual web data acquisition.
Best use case
Ideal for scenarios requiring comprehensive data extraction from intricate, JavaScript-heavy websites, automating browser-like interactions, generating visual documentation of web pages, or programmatically accessing information locked within online PDFs. It's particularly useful when standard API integrations are insufficient or when dealing with modern web applications.
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.
Structured, clean data extracted from target web pages, often presented in JSON, markdown, or a similar easy-to-parse format. URLs to high-resolution screenshots of specified web pages or elements. Extracted text content from web-based PDF documents. Successful navigation, interaction, and content retrieval from complex, interactive websites.
Practical example
Example input
Use the firecrawl-scraper to extract the main article content, author, and publication date from 'https://www.exampleblog.com/latest-article'. Also, take a full-page screenshot of 'https://www.exampleproduct.com/pricing' and provide the image URL.
Example output
```json
{
"article_data": {
"title": "The Future of AI in Daily Life",
"author": "Jane Doe",
"publication_date": "2023-10-26",
"content": "<p>This is the full HTML content of the article...</p>"
},
"screenshot_url": "https://firecrawl.io/screenshots/exampleproduct_pricing_page_20231026.png"
}
```When to use this skill
- When you need deep content extraction from dynamic web pages.
- When page interaction is required (e.g., clicking buttons, scrolling to load content, filling forms).
- When you need high-quality screenshots of web pages or specific sections.
- When you need to parse content from web-hosted PDF documents.
When not to use this skill
- For simple, static HTML content extraction where a basic fetch might suffice and Firecrawl's advanced features are overkill.
- When interacting with sites that require human-like CAPTCHA solving or highly complex, multi-step authentication processes not directly supported by Firecrawl's API.
- For real-time data streams or highly latency-sensitive applications where immediate data access is critical.
- For parsing local file-based documents (only web-based PDFs are supported).
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/firecrawl-scraper/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How firecrawl-scraper Compares
| Feature / Agent | firecrawl-scraper | Standard Approach |
|---|---|---|
| Platform Support | Claude | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | easy | N/A |
Frequently Asked Questions
What does this skill do?
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.
Which AI agents support this skill?
This skill is designed for Claude.
How difficult is it to install?
The installation complexity is rated as easy. You can find the installation instructions above.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# firecrawl-scraper ## Overview Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API ## When to Use - When you need deep content extraction from web pages - When page interaction is required (clicking, scrolling, etc.) - When you want screenshots or PDF parsing - When batch scraping multiple URLs ## Installation ```bash npx skills add -g BenedictKing/firecrawl-scraper ``` ## Step-by-Step Guide 1. Install the skill using the command above 2. Configure Firecrawl API key 3. Use naturally in Claude Code conversations ## Examples See [GitHub Repository](https://github.com/BenedictKing/firecrawl-scraper) for examples. ## Best Practices - Configure API keys via environment variables ## Troubleshooting See the GitHub repository for troubleshooting guides. ## Related Skills - context7-auto-research, tavily-web, exa-search, codex-review
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