firecrawl-scraper

Firecrawl Scraper converts websites to Markdown via the v2 API, handling dynamic JavaScript-rendered content and anti-bot measures. Use the /v2/scrape endpoint with your API key to extract single pages or the /v2/crawl endpoint for full-site conversion, then export structured data or Markdown for RAG pipelines and LLM consumption.

Yes. Firecrawl Scraper supports JavaScript-rendered content extraction, structured data schemas via the /v2/extract endpoint, and anti-bot bypass. The v2 API works across Python and TypeScript SDKs, making it suitable for dynamic sites, full-site crawling, URL discovery, and passing results directly to LLMs or analysis workflows.

Firecrawl Scraper integrates with Cloudflare Workers for edge-friendly, cloud-native deployment. The v2 API supports configurable formats, rate limiting, and robust error handling, letting you scrape and convert content at the edge without managing heavy backend infrastructure.

The /v2/scrape endpoint extracts a single page to Markdown or structured data; /v2/crawl indexes and converts full sites. /v2/map discovers URLs without extraction. Choose scraping for targeted content, crawling for comprehensive site conversion, and mapping for URL discovery before bulk extraction.

Firecrawl Scraper includes configurable rate limiting, robust error handling, and supports multi-language SDKs (Python, TypeScript). The v2 API manages anti-bot bypass and provides clear error responses, letting you scale from single-page requests to full-site crawls with reliability and observability.

Yes. Firecrawl Scraper exports Markdown and structured JSON via v2 API endpoints, optimizing content for RAG systems and LLM ingestion. Python and TypeScript SDKs integrate directly into pipelines, supporting multi-language implementations and seamless data flow into embedding and retrieval workflows.