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Head to head

Swarmmesh 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.

Swarmmeshio.github.RudrenduPaul/swarmmesh
A
No reviews yet

Multi-agent context sharing, memory, and status coordination via MCP tools.

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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. Both score close on the safety scan (92 and 85 out of 100). Total Agent Memory has noticeably more public adoption.

 SwarmmeshTotal Agent Memory
User ratingNo reviews yetNo reviews yet
Safety gradeA92/100A85/100
AdoptionNewEstablished
GitHub stars068
Downloads / week16166
Runs whereYour machine (local)Your machine (local)
Gateway-readyNoNo
Tools10—
Write actions3—
Price per callFreeFree
LicenceMITMIT
Last release2026-09-132026-09-15
CategoryAI and agentsAI and agents

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