Head to head
Local Rag vs Ckg
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
Ckg
Cio.github.Yarmoluk/ckg-mcpNo reviews yet
97-domain knowledge graphs for AI agents — 4× F1 of RAG, 11× fewer tokens. MCP-native.
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 Local Rag (92/100 against 65). Local Rag has noticeably more public adoption.
| Local Rag | Ckg | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A92/100 | C65/100 |
| Adoption | Established | — |
| GitHub stars | 400 | – |
| Downloads / week | 4.8k | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | — | 7 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | MIT | MIT |
| Last release | 2026-09-18 | — |
| Category | AI and agents | AI and agents |