Head to head
SpecPilot 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.
No reviews yet
Generate and validate a .specs/ bundle for your repo, then hand it to your AI coding agent
Full listing
No reviews yet
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 (89 and 85 out of 100). SpecPilot is hosted and callable through the gateway; Total Agent Memory runs on your own machine.
| SpecPilot | Total Agent Memory | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A89/100 | A85/100 |
| Adoption | Growing | Established |
| GitHub stars | 38 | 68 |
| Downloads / week | – | 166 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | 2 | 76 |
| Write actions | — | 7 |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-13 | 2026-09-15 |
| Category | AI and agents | AI and agents |