Stock-LLM is an MCP server that enhances LLM interactions with real-time stock market data through Yahoo Finance. It provides tools for retrieving current stock prices, financial statements, company information, earnings reports, and news about specific stocks. The implementation uses FastMCP to create a server that processes stock-related queries, while the client component employs vector search and LLM-based ticker extraction to identify relevant companies in user queries. This enables AI assistants to provide informed responses about stocks, including price information, company fundamentals, and recent news, making it valuable for financial analysis and investment research conversations.
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