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Head to head

Memento vs Total Agent Memory

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

Mementoio.github.jee1/memento-mcp-server
B
No reviews yet

Agent memory MCP server with 4-type cognitive memory, hybrid search, and TTL-based forgetting.

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Total Agent Memoryio.github.vbcherepanov/total-agent-memory
A
No reviews yet

Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall

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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 Total Agent Memory (85/100 against 77). Total Agent Memory has noticeably more public adoption.

 MementoTotal Agent Memory
User ratingNo reviews yetNo reviews yet
Safety gradeB77/100A85/100
AdoptionGrowingEstablished
GitHub stars068
Downloads / week293166
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools—76
Write actions—7
Price per callFreeFree
LicenceMITMIT
Last release2026-09-192026-09-15
CategoryAI and agentsAI and agents

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