Head to head
Gctrl 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.
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Governed graph-native agent memory: knowledge extraction, fusion, hybrid RAG, scoped access tokens.
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Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
Full listingThe 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 (82 and 85 out of 100).
| Gctrl | Total Agent Memory | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B82/100 | A85/100 |
| Adoption | Growing | Established |
| GitHub stars | 7 | 68 |
| Downloads / week | 61 | 166 |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | AGPL-3.0 | MIT |
| Last release | 2026-09-20 | 2026-09-15 |
| Category | AI and agents | AI and agents |