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Head to head

Basic Memory vs rag-rat

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

Basic Memoryio.github.basicmachines-co/basic-memory
C
No reviews yet

Local-first knowledge management with bi-directional LLM sync via Markdown files.

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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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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 60). Basic Memory has noticeably more public adoption.

 Basic Memoryrag-rat
User ratingNo reviews yetNo reviews yet
Safety gradeC60/100B75/100
AdoptionEstablishedGrowing
GitHub stars4.0k20
Downloads / week6.0k330
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools23—
Write actions4—
Price per callFreeFree
LicenceAGPL-3.0MIT
Last release2026-09-162026-09-19
CategoryAI and agentsAI and agents

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