Mmcp.market

Head to head

Chembl 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.

Chemblio.github.cyanheads/chembl-mcp-server
A
No reviews yet

Link compounds to protein targets, rank bioactivity, and look up drug mechanisms and indications.

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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. Both score close on the safety scan (86 and 79 out of 100). Scholar Feed has noticeably more public adoption.

 ChemblScholar Feed
User ratingNo reviews yetNo reviews yet
Safety gradeA86/100B79/100
AdoptionGrowingEstablished
GitHub stars111
Downloads / week187
Runs whereHosted (remote)Hosted (remote)
Gateway-readyYesYes
Tools727
Write actions16
Price per callFreeFree
LicenceApache-2.0MIT
Last release2026-09-192026-09-15
CategorySEOSEO

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