MCP-Server-AlphaVantage
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This project is a Model Context Protocol server tailored for stock market analysis. It provides essential financial insights by automating the fetching and analysis of stock data, and is designed to integrate seamlessly with AI technologies.
Overview
This project implements a Model Context Protocol (MCP) server designed for stock market analysis. It provides real-time stock price data, calculates key technical indicators like moving averages and RSI, and enables trend detection using AlphaVantage API. The server can be integrated with LLMs like Claude for enhanced financial insights.
Features
- Fetch real-time stock data using AlphaVantage API
- Calculate moving averages (short-term & long-term) to analyze trends
- Detect trend crossovers (Golden Cross & Death Cross)
- Compute Relative Strength Index (RSI) to determine overbought/oversold conditions
- Expose MCP tools and resources for seamless AI integration
- Future extensibility (e.g., backtesting strategies, trading platform integration)
Prerequisites
- Python 3.10+
- MCP SDK 1.2.0+
- AlphaVantage API key
- Basic understanding of Python and stock market indicators
Future Enhancements
- More technical indicators: MACD, Bollinger Bands
- Backtesting: Simulate past trades
- Trading platform integration: Connect with brokers for live trading
Contributions
Feel free to contribute by submitting pull requests or reporting issues.