Stockmcp
This project integrates the Yahoo Finance API with the LLaMA 3.2 3B model. Through the Model Context Protocol (MCP), the model can access real - time financial data, stock information, and market news while retaining all the original functions of LLaMA.
rating : 2.5 points
downloads : 18
What is Yahoo Finance MCP?
Yahoo Finance MCP is an intelligent bridging protocol that enables the LLaMA language model to access real - time financial data such as stock prices, company information, and market news while retaining all its original functions.How to use Yahoo Finance MCP?
After simple installation steps, you can ask questions like using an ordinary chatbot. The system will automatically recognize financial questions and obtain real - time data to enhance the answers.Applicable scenarios
Suitable for scenarios where individual investors, financial analysts, students, etc. need to quickly obtain and analyze financial data. It is also suitable as a learning assistant for financial knowledge.Main Features
Real - time stock price queryObtain the current stock price and trading volume information of any listed company.
Detailed company informationQuery basic information such as the company's industry classification, market capitalization, and number of employees.
Historical data queryObtain historical stock price data with customizable time ranges and intervals.
Market newsGet the latest financial market news and headlines.
Seamless integrationEnhance the financial query ability without affecting the original functions of LLaMA.
Advantages and Limitations
Advantages
Real - time financial data enhances the accuracy of answers.
Obtain professional financial information without switching applications.
Maintain LLaMA's original extensive knowledge base.
Simple and easy - to - use natural language interface.
Limitations
Depends on the data availability of the Yahoo Finance API.
Requires running the LLaMA model locally, which has certain requirements for hardware.
Financial data may have a 15 - minute delay (free version).
Only supports data of publicly listed companies.
How to Use
Install Ollama
Download and install the Ollama software from ollama.ai.
Download the LLaMA model
Use the Ollama command - line tool to obtain the LLaMA 3.2 3B model.
Install MCP components
Clone the repository and install Python dependencies.
Start the service
Run the integration script to start using.
Usage Examples
Query stock priceObtain the latest stock price information of a company.
Company fundamental analysisUnderstand the company's basic business situation and financial indicators.
Historical trend analysisView the historical performance of a stock.
Market dynamicsUnderstand the latest financial market news.
Frequently Asked Questions
Why is there no result when querying some companies?
What is the update frequency of financial data?
Can I query the price of cryptocurrencies?
What should I do if the system response is slow?
How can I confirm that I am using the latest financial data?
Related Resources
Ollama official website
A tool for downloading and running the LLaMA model.
yfinance GitHub repository
The Yahoo Finance API wrapper library used in this project.
LLaMA model documentation
The official documentation of the LLaMA language model.
Yahoo Finance data source
The original source of financial data.
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