Agent Memory
Top signal weightsIntegrations 0.16Package downloads 0.14Development activity 0.09Capabilities 0.08
Rank by intent
Ranking basisMost actively maintainedGithub activity 0.17Integrations 0.14Package downloads 0.12Capabilities 0.07
Same facts, re-weighted. Only the weighting changes, never the underlying evidence.
| # | Software | Score | Confidence |
|---|---|---|---|
| 1 | CogneeOpen-source AI memory platform that builds knowledge graphs to help agents retrieve relevant context across sessions | 83 | low · 36% |
| 2 | ZepTemporal knowledge graph system for AI agent memory | 64 | medium · 54% |
| 3 | Supermemory | 62 | low · 46% |
| 4 | Memary | 59 | low · 25% |
| 5 | Mastra | 57 | low · 46% |
| 6 | Mem0A persistent memory layer that enables AI agents to retain and learn from interactions across sessions and tools | 53 | medium · 54% |
| 7 | Graphiti | 47 | low · 40% |
| 8 | LangMem | 42 | low · 34% |
| 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.