ScrapingBee vs Fastcrawl: which one for AI agents?

ScrapingBee and Fastcrawl both turn a URL into usable data, but they take different approaches to pricing and extracts. ScrapingBee sells a credit allowance with per-plan concurrency; Fastcrawl is a flat, agent-first rendering API. Here's the honest comparison.

The quick verdict

ScrapingBee is solid if you want a mature scraping service with a large pipeline of proxy/rendering options and generous credit blocks. Fastcrawl is the better fit for AI agents: one flat credit per format, MCP-native access, clean LLM-ready markdown by default, and a $5 entry price (ScrapingBee starts at $19).

Pricing (verified)

ScrapingBee                Fastcrawl
──────────────────        ─────────────
Free 1,000 credits        Free 2,000 credits/mo, 100/day
$19/mo    75K · 25 conc.  Go $5/mo  5,000 credits, no rate limit
$49/mo   250K · 50        Enterprise: custom
$99/mo     1M · 100
$249/mo    3M · 200
$599/mo    8M · 400

Two big differences. ScrapingBee's free tier is a one-time 1,000 credits; Fastcrawl's is 2,000 credits every month, recurring. And the entry price: Fastcrawl's paid plan is $5/mo vs ScrapingBee's $19/mo.

For AI agents specifically

• Flat credits — Fastcrawl charges 1 credit per format regardless of rendering; ScrapingBee's credits map to per-request units that can multiply for rendered/advanced options.
• MCP-native — Fastcrawl exposes all 12 tools over MCP. ScrapingBee is REST/SDK only.
• Output — Fastcrawl returns clean markdown by default (LLM-ready). ScrapingBee returns HTML/JSON you convert yourself.
• Extra tools — Fastcrawl ships crawl, map, search, extract, screenshots, PDF and monitors in one API.

When ScrapingBee wins

• You need very high monthly volume (millions of records) and want a big credit block.
• You want fine-grained scraping options (anonymization, custom JS, premium proxies) per request.
• You already have a pipeline built around credit-constrained scraping.

When Fastcrawl wins

• You want every URL → clean markdown with one call, for LLM/RAG ingestion.
• You're building an agent and want MCP-native access.
• You want a lower entry ($5 vs $19) and a recurring free tier.