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Head to head

SmartMemory vs Agent Memory Os

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

SmartMemoryai.smartmemory/smartmemory-mcp
C
No reviews yet

Graph + vector memory for agents: recall, ingest, search, distill. Local or remote backend.

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Agent Memory Osio.github.yamantaka520/agent-memory-os
A
No reviews yet

Local-first memory engine for AI-agent teams: team/project ACL, recall, and federated sync.

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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 Agent Memory Os (92/100 against 65). Agent Memory Os has noticeably more public adoption.

 SmartMemoryAgent Memory Os
User ratingNo reviews yetNo reviews yet
Safety gradeC65/100A92/100
AdoptionNewGrowing
GitHub stars–5
Downloads / week179443
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools10013
Write actions112
Price per callFreeFree
LicenceMITApache-2.0
Last release—2026-09-17
CategoryAI and agentsAI and agents

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