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Head to head

Jacobian vs mcp

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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mcpio.github.YawLabs/mcp
C
No reviews yet

One install, every MCP server, managed from yaw.sh/mcp. Runs locally: no account, no sign-in.

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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 57). Jacobian has noticeably more public adoption.

 Jacobianmcp
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100C57/100
AdoptionEstablishedGrowing
GitHub stars1921
Downloads / week3521.4k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools
Write actions
Price per callFreeFree
LicenceMITNOASSERTION
Last release2026-09-172026-09-17
CategoryEverything elseEverything else

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