Mmcp.market

Head to head

haiku.rag vs CARMOTIF Automotive Design

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

haiku.ragio.github.ggozad/haiku-rag
A
No reviews yet

Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval

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CARMOTIF Automotive Designio.github.xgone/carmotif-agent
C
No reviews yet

Automotive design reference search with filters, natural language, image retrieval, and comparison.

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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 haiku.rag (92/100 against 57). CARMOTIF Automotive Design is hosted and callable through the gateway; haiku.rag runs on your own machine. haiku.rag has noticeably more public adoption.

 haiku.ragCARMOTIF Automotive Design
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100C57/100
AdoptionEstablishedNew
GitHub stars609–
Downloads / week––
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools——
Write actions——
Price per callFreeFree
LicenceMIT—
Last release2026-09-18—
CategoryAI and agentsAI and agents

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