Firecrawl
Firecrawl is a sensible default when an agent or RAG pipeline needs readable page content and you would rather not run proxies and headless browsers yourself. The credit model is simple to reason about for plain scrapes, but extra formats and browser sessions cost more credits than the headline page count suggests.
Pros
- One API covers search, scrape, crawl, map and page interaction
- Free tier renews every month and needs no card
- Open-source core with SDKs, an MCP server and a CLI for agent tools
- Failed scrapes that return nothing are not charged
Cons
- JSON, question and highlight formats add 4 credits per page, so structured extraction costs several times a plain scrape
- Pages that return an error status such as 403 or 404 still cost a credit
- Headline plan prices are annual; paying monthly is higher