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Head to head

Zhiyong Agent Network 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.

Zhiyong Agent Networkio.github.ray999/knowledge-graph
C
No reviews yet

Discover Agents and MCP capabilities with versions, permissions, and real-work trust context.

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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 57). Zhiyong Agent Network is hosted and callable through the gateway; Total Agent Memory runs on your own machine. Total Agent Memory has noticeably more public adoption.

 Zhiyong Agent NetworkTotal Agent Memory
User ratingNo reviews yetNo reviews yet
Safety gradeC57/100A85/100
AdoptionNewEstablished
GitHub stars–68
Downloads / week–166
Runs whereHosted (remote)Your machine (local)
Gateway-readyYesNo
Tools1176
Write actions37
Price per callFreeFree
Licence—MIT
Last release—2026-09-15
CategoryAI and agentsAI and agents

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