Head to head
Total Agent Memory vs Swarmspace
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
Persistent local memory for coding agents: temporal knowledge graph, procedural and episodic recall
Full listing
No reviews yet
Verified MCP troubleshooting, shared agent knowledge, persistent files, and durable identities.
Full listingThe 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 67). Swarmspace is hosted and callable through the gateway; Total Agent Memory runs on your own machine. Total Agent Memory has noticeably more public adoption.
| Total Agent Memory | Swarmspace | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A85/100 | C67/100 |
| Adoption | Established | New |
| GitHub stars | 68 | – |
| Downloads / week | 166 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 76 | 33 |
| Write actions | 7 | 12 |
| Price per call | Free | Free |
| Licence | MIT | — |
| Last release | 2026-09-15 | — |
| Category | AI and agents | AI and agents |