Core Insights - Alpha Vantage's MCP server provides a fast and comprehensive way to access structured market data, enabling real-time analysis and insights without complex coding requirements [2][5][41] Company Analysis - The MCP server allows for the retrieval of various financial metrics, including daily OHLCV data, fundamentals, forex, crypto pricing, and macroeconomic indicators, all in a clean and structured format [8][9] - The server's efficiency is highlighted by its ability to return normalized metrics, avoiding parsing issues and ensuring smooth data retrieval [9][40] - The analysis of Apple revealed a modest revenue growth of +2.0% YoY, indicating market saturation and mature phase dynamics [21][26] - Apple's gross margin improved from 43.3% in 2022 to 46.2% in 2024, driven by pricing power and cost efficiency [23][21] - In a valuation comparison, Apple was deemed overvalued due to stretched P/E and PEG ratios, while Google was considered undervalued, and Microsoft was labeled fairly valued [25][41] Industry Trends - The MCP server's capabilities enable deeper financial analysis, allowing for multi-year comparisons and trend reasoning, which are essential for investment decision-making [17][39] - The ability to generate visual representations of data, such as overlay charts, enhances the understanding of market dynamics and investor sentiment [30][32] - The analysis of stock price movements in relation to net income and earnings reports provides insights into market reactions and potential future trends [34][36]