Head to head
AKShare vs Ratchet
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
Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call
Full listing
No reviews yet
Read-only tools to inspect your agent setup: list MCP servers, flag unpinned ones, test a policy.
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 AKShare (86/100 against 78). AKShare has noticeably more public adoption.
| AKShare | Ratchet | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | B78/100 |
| Adoption | Growing | New |
| GitHub stars | 525 | 0 |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Your machine (local) |
| Gateway-ready | No | No |
| Tools | 3 | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | Apache-2.0 |
| Last release | 2026-09-19 | 2026-09-19 |
| Category | AI and agents | AI and agents |