"GUACALITA team on Alpaca AI Trading Agents Hackathon Hackathon"

Autonomous AI agent that trades stocks and crypto using Claude + Alpaca API. Claude analyzes quantum signals, CNN order book data, and NLP sentiment every 15 min via MCP tools, then executes real trades with automatic risk management.