Mmcp.market

Head to head

Guardvibe vs SPARDA

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

Guardvibeio.github.goklab/guardvibe
C
No reviews yet

Deterministic security layer your AI can't be. 472 rules, 39 tools, CLI + doctor + host audit.

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SPARDAio.github.zakariagharzouli/sparda-mcp
A
No reviews yet

AI writes. SPARDA proves. Deterministic, offline security gate for AI edits.

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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 SPARDA (92/100 against 58).

 GuardvibeSPARDA
User ratingNo reviews yetNo reviews yet
Safety gradeC58/100A92/100
AdoptionGrowingGrowing
GitHub stars58
Downloads / week63208
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools426
Write actions——
Price per callFreeFree
LicenceApache-2.0NOASSERTION
Last release2026-09-222026-09-16
CategorySecuritySecurity

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