Mmcp.market

Head to head

AIsa Similarweb vs Scholar Feed

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

AIsa Similarwebone.aisa/similarweb
B
No reviews yet

Traffic and engagement for any domain: rank, channels, referrers, audience, rivals.

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Scholar Feedio.github.YGao2005/scholar-feed-mcp
B
No reviews yet

Rank CS/AI/ML papers by citations, forecast impact, or code adoption; trace 23.2M citation edges.

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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 Scholar Feed (79/100 against 70). Scholar Feed has noticeably more public adoption.

 AIsa SimilarwebScholar Feed
User ratingNo reviews yetNo reviews yet
Safety gradeB70/100B79/100
AdoptionNewEstablished
GitHub stars11
Downloads / week187
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools27
Write actions6
Price per callFreeFree
LicenceMIT
Last release2026-09-15
CategorySEOSEO

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