Mmcp.market

Head to head

ApexVol Options Analytics 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.

ApexVol Options Analyticsio.github.ryansilk/apexvol-mcp
A
No reviews yet

Options analytics for AI assistants: chains, IV rank, VRP, Greeks, GEX, expected moves, screeners.

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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 ApexVol Options Analytics (98/100 against 79). Scholar Feed has noticeably more public adoption.

 ApexVol Options AnalyticsScholar Feed
User ratingNo reviews yetNo reviews yet
Safety gradeA98/100B79/100
AdoptionGrowingEstablished
GitHub stars111
Downloads / week187
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools27
Write actions6
Price per callFreeFree
LicenceMITMIT
Last release2026-09-092026-09-15
CategorySEOSEO

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