Mmcp.market

Head to head

Jacobian vs Semiotic

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

Jacobianio.github.morluto/jacobian
A
No reviews yet

Executable mathematics and independent verification for AI agents.

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Semioticio.github.nteract/semiotic
B
No reviews yet

Verified React chart generation: select, validate, repair, render, and inspect charts through MCP.

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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 Jacobian (92/100 against 82). Semiotic is hosted and callable through the gateway; Jacobian runs on your own machine. Semiotic has noticeably more public adoption.

 JacobianSemiotic
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100B82/100
AdoptionEstablishedWidely used
GitHub stars1922.7k
Downloads / week3274.2k
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceMITApache-2.0
Last release2026-09-192026-09-19
CategoryEverything elseEverything else