Python · MIT
akfamily/aktools
HTTP API and MCP server for AKShare: fetch financial data from any programming language or AI assistant (Claude, Cursor)
★ 1.6k
Stars
250 forks · 0 open issues
+8.7/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
43.1
Momentum / 100
see the breakdown below
6y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 18.8 | +8.7/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 9.3 | 1.6k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 43.1 | sum of the above |
Detail
| Topics | ai-agentakshareclaudedata-sciencefastapifinancial-datahttp-apimcpmcp-servermodel-context-protocolopenapiquantstock-market |
| Matched on | Agent Skills & MCP (model-context-protocol) |
| Short window | +52 stars over 6 days = 8.7/day |
| Long window | no snapshot 14–45 days old yet |
| Lifetime average | 0.62 stars/day over 2,515 days |
| First seen here | 2026-10-30 |
| Last read | 2d ago |