Show HN: I built a MCP Server for stock analysis (9% alpha vs. VOO) (github.com)

InvestBuddy has launched a new AI-driven stock analysis tool integrated into Claude Desktop, boasting a remarkable 79.86% win rate over 12,901 predictions of 30 S&P 100 stocks. Utilizing LSTM neural networks trained on two years of market data, the platform provides 10-day price forecasts for any stock, including confidence scores and directional insights. Additional features like market regime detection, portfolio analysis, and multi-stock batch predictions enhance its functionality, making it a valuable resource for traders seeking informed decision-making support. This development is significant for the AI/ML community as it showcases the practical application of advanced machine learning techniques in financial markets, specifically combining ensemble methods with LSTM networks and reinforcement learning. The tool's high Sharpe Ratio of 2.34 and strong statistical significance (p < 0.000001) underscore its reliability, which could potentially lead to improved investment strategies. Furthermore, the user-friendly integration with Claude Desktop allows for seamless interactions, making AI-assisted trading more accessible to a broader audience while ensuring compliance with data privacy standards through secure API functionalities.