🤖 High-Fidelity Data Ingestion for LLMs

Web Scraping Engineered for Artificial Intelligence

Q: Does FlyCrawl require KYC or identity verification?

No. FlyCrawl is 100% No-KYC. Developers can create an account and pay anonymously using USDT (TRC-20), TON, or TRX with instant on-chain confirmation and zero identity disclosure.

Q: How does FlyCrawl compare to Firecrawl in speed and pricing?

FlyCrawl is up to 80% more affordable ($0.39 to $0.96 per 1,000 pages vs $5.33 per 1,000 pages on Firecrawl) and engineered with a zero-memory-leak Go and .NET 10 core that extracts pages in under 400ms.

Q: Does FlyCrawl generate vector embeddings directly?

Yes! FlyCrawl includes an in-memory high-dimensional vector engine generating 1536-dimensional (Fast) and 3072-dimensional (Large) embeddings directly from scraped Markdown, ready for Pinecone, Qdrant, and Milvus.

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

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

Raw HTML is toxic to LLM context windows. FlyCrawl converts complex web pages into noise-free Fit-Markdown, saving up to 90% in token bills for GPT-4o, Claude 3.7, DeepSeek-R1, and local models.

Power Your Models Free → Explore RAG Ingestion

Standard Scraping ~12,400 Tokens

Raw HTML / Naive Markdown

Polluted with mega-menus, SVG icons, footer copyrights, GDPR cookie banners, and inline styles. Costs 10x more and dilutes retrieval attention.

<div class="nav-wrapper header-v2"><ul class="menu-list">... (8,000 tokens of boilerplate)

FlyCrawl Fit-Markdown ~1,180 Tokens (90.4% Saved)

Semantic & Focused Context

Extracts pure editorial content, markdown tables, headings, and code snippets. Maximizes LLM reasoning quality while minimizing token costs.

# Main Article Title
Clean paragraph text with preserved tables and semantic links...