How does FlyCrawl empower Machine Learning (ML) and AI training workflows?

FlyCrawl provides high-throughput web scraping to construct noise-free, deduplicated, and token-optimized pretraining and fine-tuning datasets for Machine Learning (ML), open-weight LLMs, and domain-specific AI models.

Can FlyCrawl automate RAG pipelines and vector embeddings generation?

Yes! FlyCrawl automatically scrapes live web content, cleans HTML to Fit-Markdown, chunks text semantically, and generates native 1536-dimensional and 3072-dimensional vector embeddings ready for direct upsert into Pinecone, Qdrant, ChromaDB, and Milvus without requiring external API keys.

What makes FlyCrawl the ideal Web Scraping SaaS for modern developers?

FlyCrawl is a cloud-native scraping platform delivering 342ms static median latency, worker process recycling with bounded memory, resilient proxy handling, flexible developer billing, and native Model Context Protocol (MCP) server support.

What payment methods does FlyCrawl support?

FlyCrawl supports flexible developer billing including multi-currency digital assets (USDT, TON, TRX, BTC, ETH) and enterprise invoices, featuring automated instant credit top-ups without unnecessary verification hurdles.

Why is FlyCrawl a compelling alternative to Firecrawl?

FlyCrawl is engineered with a compiled Go and .NET core delivering fast extraction (342ms static p50), compatible API endpoints (/v1/scrape, /v1/crawl), native 1536/3072-dim embeddings, and transparent pay-as-you-go pricing without lock-in.

Can I connect FlyCrawl to Cursor IDE, Windsurf, or Claude Desktop?

Yes! FlyCrawl hosts a native Model Context Protocol (MCP) server at https://api.flycrawl.net/v1/mcp enabling AI coding agents to crawl, search, and ingest web knowledge seamlessly.

How does the Sitemap Extractor parse nested index files?

FlyCrawl recursively unpacks sitemap index XML files, discovering all sub-sitemaps and combining thousands of URLs into an interactive searchable table with CSV export.

Can I export discovered sitemap URLs to CSV or Excel?

Yes, click 'Download CSV' or 'Download TXT' to export all discovered URLs with lastmod dates and priorities.

🗺️ BATCH XML DISCOVERY & PARSER • 100% FREE

Batch XML Sitemap & URL Extractor

Fetch and parse all indexable URLs from any sitemap.xml, sitemap_index.xml, or domain root into structured JSON instantly with lastmod timestamps, priority, and recursive index unpacking.

FlyCrawl Studio :: sitemap-extractor

XML Discovery Core Ctrl + Enter ↵

Sitemap URL or Domain 5 Free/min

Try Sample: ⚡ vispar.co (Index) WordPress News Hacker News

✓ Automatic /sitemap_index.xml & /sitemap.xml discovery

✓ Recursive child sitemap unpacking (RankMath, Yoast, etc.)

✓ Extracts lastmod, changefreq & priority tags

✓ Fallback robots.txt & domain crawler discovery

🗺️

Enter a sitemap link or domain name above to extract discovered URLs.

Automatic Sitemap & Robots.txt Discovery

FlyCrawl automatically inspects /sitemap.xml, /sitemap_index.xml, and parses robots.txt directives to uncover nested sitemap indexes without manual hunting. If a website employs multiple nested child sitemaps (common with RankMath, Yoast, and enterprise CMSs), FlyCrawl unpacks them concurrently into a single, structured URL registry.

Extract Timestamps, Priority & Change Frequency

Beyond raw links, sitemaps carry vital indexing signals: lastmod timestamps indicate content freshness for incremental web crawling; priority guides page importance; and changefreq outlines update cadences. All properties are normalized into standard JSON and exportable CSV.

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Batch XML Sitemap & URL Extractor

Automatic Sitemap & Robots.txt Discovery

Extract Timestamps, Priority & Change Frequency

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