Head to head
KLYPIX Project Brain vs FitLLM
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
Active state management for multi-agent coding: a shared, versioned project brain over MCP.
Full listing
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Will this LLM fit on your GPU, multi-GPU rig or Mac? Exact VRAM & KV-cache math. Read-only.
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 FitLLM (89/100 against 71). FitLLM is hosted and callable through the gateway; KLYPIX Project Brain runs on your own machine.
| KLYPIX Project Brain | FitLLM | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B71/100 | A89/100 |
| Adoption | Growing | Growing |
| GitHub stars | 8 | 8 |
| Downloads / week | 705 | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 22 | 3 |
| Write actions | 1 | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | MIT |
| Last release | 2026-09-19 | 2026-09-14 |
| Category | AI and agents | AI and agents |