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Head to head

SeleniumBase MCP vs Crawlberg

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

SeleniumBase MCPio.github.seleniumbase/seleniumbase
B
No reviews yet

Stealthy browser automation, testing, and web-scraping via CDP Mode.

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Crawlbergio.github.xberg-io/crawlberg
A
No reviews yet

Scrape, crawl, and map websites to Markdown or JSON via local CLI.

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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 (78 and 85 out of 100). SeleniumBase MCP has noticeably more public adoption.

 SeleniumBase MCPCrawlberg
User ratingNo reviews yetNo reviews yet
Safety gradeB78/100A85/100
AdoptionEstablishedGrowing
GitHub stars13k176
Downloads / week
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-09-182026-09-16
CategoryScraping and browsingScraping and browsing

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