Mmcp.market

Head to head

AI Guardian vs Image

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

AI Guardianio.github.AIops-tools/ai-guardian
A
No reviews yet

Governed local-LLM observability: model policy, prompt scanner, capture proxy, 21 tools.

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Imageio.github.shinpr/mcp-image
B
No reviews yet

AI image generation and editing with prompt optimization and quality presets

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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 AI Guardian (91/100 against 83). Image has noticeably more public adoption.

 AI GuardianImage
User ratingNo reviews yetNo reviews yet
Safety gradeA91/100B83/100
AdoptionGrowingEstablished
GitHub stars0166
Downloads / week5832.1k
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools221
Write actions2—
Price per callFreeFree
LicenceMITMIT
Last release2026-09-162026-09-10
CategoryAI and agentsAI and agents

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