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MCP Trader
The MCP Trader Server is a Model Context Protocol server for stock traders, providing comprehensive technical analysis tools and risk management functions.
rating : 3 points
downloads : 23.8K
What is the MCP Trader Server?
The MCP Trader Server is a tool for stock market analysis and trading decision support. It provides detailed stock information through various technical analysis methods to help you make more informed investment decisions.How to use the MCP Trader Server?
Simply enter the stock code or relevant instructions, and the server will automatically perform the analysis and return the results. For example, you can query the technical indicators or relative strength of a specific stock.Applicable Scenarios
Suitable for individual investors, professional traders, and enterprises that need real-time market data analysis.Main Features
Stock Technical Analysis
Perform technical analysis on a given stock code, including moving average trends, momentum indicators, and volatility indicators.
Relative Strength Calculation
Compare the performance of a stock with a benchmark index and provide performance comparisons across multiple time frames.
Volume Profile Analysis
Analyze the volume distribution in the stock price and identify key support points and resistance areas.
Chart Pattern Detection
Identify common patterns in the stock price chart and evaluate their credibility and potential price targets.
Optimal Position Size Calculation
Calculate the optimal trading size based on risk parameters to ensure the safety of the investment portfolio.
Stop-Loss Suggestions
Propose multiple stop-loss strategies based on technical analysis, such as ATR multiple stop-loss and percentage stop-loss.
Advantages
Provide comprehensive and accurate technical analysis reports
Support data processing across multiple time frames
Easy to integrate into existing systems
Limitations
Requires a valid API key to operate normally
Limited historical data range (default one year)
How to Use
Install Dependencies
Ensure that Python 3.11+ and uv and ta-lib are installed.
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Configure Environment Variables
Create a .env file in the project root directory and fill in your Tiingo API key.
Start the Server
Run the command to start the MCP Trader Server.
Usage Examples
Case Title: Technical Analysis of Stock NVDA
Request the server to generate a technical analysis report for stock NVDA.
Case Title: Relative Strength of Stock AAPL
Compare the performance of AAPL with the benchmark index SPY.
Frequently Asked Questions
How to obtain a Tiingo API key?
Does the server support real-time data?
Related Resources
Official Documentation
Learn more about the MCP Trader Server.
GitHub Repository
View the source code and contribution guidelines.
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