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Head to head

Firecrawl MCP Server vs CRW Web Scraper

Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.

Firecrawl MCP Serverio.github.firecrawl/firecrawl-mcp-server
A
No reviews yet

Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.

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CRW Web Scraperio.github.us/crw
A
No reviews yet

Open-source web scraper for AI agents with scrape, crawl, and map tools

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. Both score close on the safety scan (90 and 90 out of 100). Firecrawl MCP Server is hosted and callable through the gateway; CRW Web Scraper runs on your own machine. Firecrawl MCP Server has noticeably more public adoption.

 Firecrawl MCP ServerCRW Web Scraper
User ratingNo reviews yetNo reviews yet
Safety gradeA90/100A90/100
AdoptionWidely usedEstablished
GitHub stars7.8k1.1k
Downloads / week159k–
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITAGPL-3.0
Last release2026-11-032026-09-30
CategoryScraping and browsingScraping and browsing

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