Mmcp.market

Head to head

Kagami 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.

Kagamiio.github.Hiroshi-Ichiyanagi/kagami
C
No reviews yet

Deterministic prompt-injection detector; signed, offline-verifiable verdicts. Not an LLM.

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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 Image (83/100 against 67). Kagami is hosted and callable through the gateway; Image runs on your own machine. Image has noticeably more public adoption.

 KagamiImage
User ratingNo reviews yetNo reviews yet
Safety gradeC67/100B83/100
AdoptionNewEstablished
GitHub stars–166
Downloads / week–2.1k
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools41
Write actions——
Price per callFreeFree
Licence—MIT
Last release—2026-09-10
CategoryAI and agentsAI and agents

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