Alpaca empowers large language models, like Claude, to interact with Alpaca's trading API through natural language. This Model Context Protocol (MCP) server supports a wide range of functionalities, including stock and options trading, portfolio management, watchlist handling, and real-time market data access. It allows users to manage their accounts, place orders, and retrieve market information using conversational commands, bridging the gap between AI and financial trading.