Firecrawl Scrape
Firecrawl Scrape converts web pages into clean, LLM-ready markdown—whether static or dynamically rendered with JavaScript. It handles single URLs or batch scraping with concurrent processing, and offers filtering options like main-content-only extraction and PII redaction.
Firecrawl Scrape extracts web page content as structured markdown from any URL, including JavaScript-rendered sites.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-27
Firecrawl Scrape extracts web page content as structured markdown from any URL, including JavaScript-rendered sites. Firecrawl Scrape converts web pages into clean, LLM-ready markdown—whether static or dynamically rendered with JavaScript. It handles single URLs or batch scraping with concurrent processing, and offers filtering options like main-content-only extraction and PII redaction.
Use it when
- Firecrawl Scrape extracts and converts web content into usable data by parsing HTML and transforming it into clean markdown.
- Yes, Firecrawl Scrape handles both static and dynamically rendered web pages.
Install
firecrawl/cli/firecrawl-scrape · repository language: TypeScript
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Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How do I use Firecrawl Scrape to scrape web pages?
Firecrawl Scrape enables you to extract structured data from websites through automated scraping. The skill converts web pages into clean, LLM-ready markdown format, handling both static and dynamically rendered content with JavaScript. You can scrape single URLs or run batch operations with concurrent processing to retrieve page content programmatically.
What can Firecrawl Scrape extract from websites?
Firecrawl Scrape extracts and converts web content into usable data by parsing HTML and transforming it into clean markdown. The skill supports filtering options including main-content-only extraction to focus on relevant sections and PII redaction to remove sensitive information, making the extracted data safer and more relevant for your workflows.
Can Firecrawl Scrape handle JavaScript-rendered pages?
Yes, Firecrawl Scrape handles both static and dynamically rendered web pages. Whether a website uses plain HTML or JavaScript to load content, the skill can process and convert the rendered page into clean markdown format, ensuring you capture the full content regardless of how it's delivered.
How does Firecrawl Scrape integrate into workflows?
Firecrawl Scrape integrates web scraping capabilities directly into your workflows through its API. You can automate data extraction from multiple pages, apply filtering options like main-content-only mode, and process results in batch with concurrent operations, enabling seamless incorporation of web data into larger automation pipelines.
What is Firecrawl Scrape's main purpose?
Firecrawl Scrape's primary purpose is extracting structured data from websites using automated scraping. It crawls and retrieves web page content programmatically, converting HTML into LLM-ready markdown with options for content filtering and sensitive data removal, making web data immediately usable in applications and workflows.
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Related skills
Firecrawl Interact lets you control a live browser on any scraped page using natural language or code—click elements, submit forms, handle pagination, and navigate multi-step flows. Use it when basic scraping fails due to JavaScript interactions, or when you need to log in, fill out forms, or traverse complex navigation patterns.
Search Tips provides practical guidance for conducting thorough web research using Exa's semantic search engine, Firecrawl CLI for content extraction, and Reddit MCP tools. It covers the research cycle of searching for sources and fetching their content, query reformulation techniques for better results, domain filtering, and content-type-specific strategies. The skill includes troubleshooting for common scraping issues and operational patterns for efficient multi-source investigation.
Firecrawl is a command-line tool for extracting web content at scale, supporting search, single-page scraping, site mapping, bulk crawling, and browser automation for interactive pages. It returns clean markdown formatted for LLM context windows and handles everything from static pages to JavaScript-rendered content and pagination-gated data.
Firecrawl Agent uses AI to autonomously navigate multi-page websites and extract structured data as JSON. Ideal when you need pricing tiers, product listings, or directory entries organized by schema rather than manual scraping. Runs take 2–5 minutes and consume more credits than single-page extraction.
Firecrawl Download combines site mapping and scraping to save complete websites as local files in markdown, screenshots, or custom formats. Organize content into nested directories with filtering options for paths and subdomains, perfect for offline documentation access or bulk content preservation.
Firecrawl Map discovers and lists all URLs on a website, helping you navigate large sites and locate specific pages. Use the search filter to find pages matching keywords, or retrieve a complete URL inventory before scraping or crawling.
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