Mmcp.market

Head to head

rag-rat vs Ckg

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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Ckgio.github.Yarmoluk/ckg-mcp
C
No reviews yet

97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.

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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 rag-rat (75/100 against 65). rag-rat has noticeably more public adoption.

 rag-ratCkg
User ratingNo reviews yetNo reviews yet
Safety gradeB75/100C65/100
AdoptionGrowing—
GitHub stars20–
Downloads / week330–
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools—7
Write actions——
Price per callFreeFree
LicenceMITMIT
Last release2026-09-19—
CategoryAI and agentsAI and agents

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