Python · MIT
alpacahq/alpaca-mcp-server
Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs
★ 1.1k
Stars
354 forks · 29 open issues
+1.6/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
31.5
Momentum / 100
see the breakdown below
17mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 7.9 | +1.6/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.93× the monthly pace |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 8.8 | 1.1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 31.5 | sum of the above |
Detail
| Topics | ai-tradingalgorithmic-tradingcryptoetfsmcpmcp-serveroptionsstockstradingtrading-api |
| Matched on | Finance (algorithmic-trading) |
| Short window | +11 stars over 7 days = 1.6/day |
| Long window | +44 stars over 26 days = 1.7/day |
| Lifetime average | 2.04 stars/day over 520 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |