MCP Server for Stock Market Analysis
by Hasan-Syed25
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, and enables trend detection using AlphaVantage API.
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What is MCP Server for Stock Market Analysis?
This is an MCP server for stock market analysis that fetches real-time stock data, calculates technical indicators like moving averages and RSI, and detects trend crossovers using the AlphaVantage API. It is designed to be integrated with LLMs for enhanced financial insights.
How to use MCP Server for Stock Market Analysis?
To use this server, you need Python 3.10+, MCP SDK 1.2.0+, and an AlphaVantage API key. After cloning the repository and installing the dependencies, set up your AlphaVantage API key as an environment variable. You can then run the server using python server.py or mcp install server.py.
Key features of MCP Server for Stock Market Analysis
Fetch real-time stock data using AlphaVantage API
Calculate moving averages (short-term & long-term)
Detect trend crossovers (Golden Cross & Death Cross)
Compute Relative Strength Index (RSI)
Expose MCP tools and resources for seamless AI integration
Use cases of MCP Server for Stock Market Analysis
Real-time stock price monitoring
Automated technical analysis
AI-assisted financial insights using LLMs
Data-driven investment decisions
FAQ from MCP Server for Stock Market Analysis
What is MCP?
What is MCP?
MCP stands for Model Context Protocol. It allows seamless integration between different models and tools.
What is AlphaVantage?
What is AlphaVantage?
AlphaVantage is a provider of free APIs for stock market data and financial analysis.
How do I get an AlphaVantage API key?
How do I get an AlphaVantage API key?
You can register for a free API key on the AlphaVantage website.
What are moving averages?
What are moving averages?
Moving averages are technical indicators that smooth out price data to identify trends.
What is RSI?
What is RSI?
RSI stands for Relative Strength Index, a momentum indicator used to identify overbought or oversold conditions in a stock.