Head to head
Sports Probabilities MCP vs AKShare
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
Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call
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 (83 and 86 out of 100). Sports Probabilities MCP is hosted and callable through the gateway; AKShare runs on your own machine. AKShare has noticeably more public adoption.
| Sports Probabilities MCP | AKShare | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | B83/100 | A86/100 |
| Adoption | New | Growing |
| GitHub stars | 0 | 525 |
| Downloads / week | – | – |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | 3 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | — | Apache-2.0 |
| Last release | 2026-09-11 | 2026-09-19 |
| Category | AI and agents | AI and agents |