Mmcp.market

Head to head

Web Browser (kogiQA) vs shaft-mcp

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

Web Browser (kogiQA)com.atagon/kogiqa-mcp
C
No reviews yet

This web browser has been designed to help your agent debug and develop complex web applications.

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shaft-mcpio.github.ShaftHQ/shaft-mcp
A
No reviews yet

SHAFT browser automation, capture, and offline deterministic failure diagnosis

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The short version

Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours shaft-mcp (90/100 against 55).

 Web Browser (kogiQA)shaft-mcp
User ratingNo reviews yetNo reviews yet
Safety gradeC55/100A90/100
AdoptionEstablishedGrowing
GitHub stars95410
Downloads / week384–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools——
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-082026-09-19
CategoryScraping and browsingScraping and browsing

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