no API key · pay per result

Firecrawl Alternative — Web Research for AI Agents, No API Key

Firecrawl is a great crawl/scrape API for AI — but needs its own key. If you want search + clean reading + research via MCP with no key, here's the alternative.

Try Deep Research MCP on Apify →

Firecrawl turns websites into LLM-ready markdown via a paid API key. Deep Research MCP gives your agent the same clean page reading plus web search and citation-ready dossiers — as a native MCP server, with no external API key. Search runs on the platform; your agent does the synthesis.

Deep Research MCP vs Firecrawl

FeatureFirecrawlDeep Research MCP
External API keyRequiredNone
Native MCP serverVariesYes
Web searchAdd-onBuilt in
Clean markdown readingYesYes
Research dossier + highlightsNoYes
PricingPer-call API planPay per result on Apify

When to choose Deep Research MCP

Try it free to start

Run Deep Research MCP on Apify — pay only for results, no subscription. New to Apify? It's free to start, and connects to n8n, Make, and Zapier.

Open on Apify →

FAQ

Do I need a Firecrawl/OpenAI key?

No. The agent synthesizes; the server does search + reading.

Which clients work?

Claude Desktop, Cursor, Windsurf, any MCP client.

→ Full Deep Research MCP guide