Mmcp.market

Head to head

rag-rat vs SpecPilot

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

rag-ratio.github.cq27-dev/rag-rat
B
No reviews yet

Repository intelligence, code graph, history, papertrail, and cross-agent memory for coding agents.

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SpecPilotdev.specpilot/specpilot
A
No reviews yet

Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent

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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 SpecPilot (89/100 against 75). SpecPilot is hosted and callable through the gateway; rag-rat runs on your own machine.

 rag-ratSpecPilot
User ratingNo reviews yetNo reviews yet
Safety gradeB75/100A89/100
AdoptionGrowingGrowing
GitHub stars2038
Downloads / week330
Runs whereYour machine (local)Hosted (remote)
Gateway-readyNoYes
Tools2
Write actions
Price per callFreeFree
LicenceMITMIT
Last release2026-09-192026-09-13
CategoryAI and agentsAI and agents

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