Head to head
Sports Probabilities MCP vs SomaCheck Vibecheck
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
Monte Carlo NFL, MLB, NHL, NBA and soccer odds, plus model-vs-market edge from live prices
Full listing
No reviews yet
SomaCheck returns proposition-specific Aligned or Unaligned plus model confidence.
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 SomaCheck Vibecheck (95/100 against 83). SomaCheck Vibecheck has noticeably more public adoption.
| Sports Probabilities MCP | SomaCheck Vibecheck | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | A95/100 |
| Adoption | New | Growing |
| GitHub stars | 0 | 1 |
| Downloads / week | – | 705 |
| Runs where | Hosted (remote) | Hosted (remote) |
| Gateway-ready | Yes | Yes |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | MIT |
| Last release | 2026-09-11 | 2026-09-15 |
| Category | AI and agents | AI and agents |