Agent Memory
Top signal weightsIntegrations 0.16Package downloads 0.14Development activity 0.09Capabilities 0.08
Rank by intent
Balanced is the citeable default. The facts never change, only how the signals are weighted.
| # | Software | Score | Confidence |
|---|---|---|---|
| 1 | CogneeOpen-source AI memory platform that builds knowledge graphs to help agents retrieve relevant context across sessions | 83 | low · 37% |
| 2 | ZepTemporal knowledge graph system for AI agent memory | 64 | medium · 55% |
| 3 | Supermemory | 62 | low · 42% |
| 4 | Memary | 58 | low · 27% |
| 5 | Mastra | 55 | low · 42% |
| 6 | Mem0A persistent memory layer that enables AI agents to retain and learn from interactions across sessions and tools | 53 | medium · 54% |
| 7 | LangMem | 47 | low · 31% |
| 8 | Graphiti | 45 | low · 35% |
| 9 | MotörheadAn AI-ready platform for structuring and accessing investment data across private capital firms | 34 | low · 8% |
Ranked by the Vioscale composite: independent signals, not user reviews. See the method.
Agent Memory compared
Head-to-head on the attributes that matter here, with a source and date on every value.