MCP Server Yahoo Finance

MCP Yahoo Finance Server 是一个基于 Yahoo Finance API 的工具，用于获取实时股票数据、公司信息和历史价格数据。它集成了多客户端协议（MCP）框架，提供客户端与服务器之间的无缝通信，并包含一个基于 FastAPI 和 DaisyUI 的 Web UI，支持用户通过直观界面交互。项目还整合了 Azure OpenAI 用于自然语言查询处理。

金融研究与数据 #股票数据 #实时查询 #MCP框架 #Web UI .Python

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更新时间 : 2025-04-29

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What is MCP Yahoo Finance Server?

The MCP Yahoo Finance Server is a powerful tool that allows you to access real-time stock market data, company information, and historical price trends. It connects to Yahoo Finance's API and presents the data through an easy-to-use web interface.

How to use this service?

You can interact with the service either through the web interface or by making API calls. The web UI provides a simple form to query stock information, while developers can integrate the API directly into their applications.

Use Cases

Ideal for individual investors tracking their portfolios, financial analysts needing quick data access, or developers building financial applications. The natural language processing makes it accessible even for non-technical users.

Key Features

Real-time Stock Prices

Get up-to-the-minute pricing information for any publicly traded stock

Company Profiles

Access detailed company information including sector, industry, and market capitalization

Historical Data

Retrieve price history for any stock over custom date ranges

Natural Language Interface

Ask questions in plain English using Azure OpenAI integration

Web-based UI

User-friendly interface built with FastAPI and DaisyUI components

Advantages

Real-time access to comprehensive financial data

Simple natural language interface lowers learning curve

Modern web UI makes data visualization easy

Docker support enables quick deployment

Limitations

Dependent on Yahoo Finance API availability

Limited to data available through Yahoo's API

Requires Azure OpenAI credentials for full functionality

Getting Started

Clone the repository

First, get the source code from GitHub

Set up environment

Install required tools and dependencies

Configure environment

Set up your Azure OpenAI credentials in the .env file

Run the services

Start both the MCP server and web UI

Access the UI

Open your browser to view the interface

Example Queries

Current Stock Price

Get the latest trading price for a stock

Frequently Asked Questions

Do I need a Yahoo Finance API key?

Is Azure OpenAI required?

How current is the stock price data?

Can I use this commercially?

Additional Resources

GitHub Repository

Source code and issue tracker

Yahoo Finance API

Official Yahoo Finance website

FastAPI Documentation

Web framework used for the UI

DaisyUI Components

UI component library used in the project

🚀 MCP 雅虎财经服务器与界面

MCP 雅虎财经服务器是一套集成解决方案，借助 Mircrosoft 的深度求索（DeepSpeed）框架，为金融数据提供强大的分析与处理能力。系统支持多语言接口，涵盖自然语言理解与生成，还结合 Yahoo Finance API 实现金融数据查询。

🚀 快速开始

启动服务器

python server.py

访问界面

打开浏览器访问 http://localhost:5000，即可看到 MCP 雅虎财经的 Web 界面。

✨ 主要特性

自然语言处理：支持多种语言的金融数据查询
API 集成：内置 Yahoo Finance API 调用接口
深度求索框架：利用微软的 DeepSpeed 框架提升计算效率
多语言支持：支持中英文等多语种交互

📦 安装指南

1. 安装 Python 和 pip

python --version
pip install --upgrade pip

2. 安装依赖项

pip install mircosoft-deep-speed transformers python-dotenv

3. 克隆代码仓库

git clone https://github.com/your-repository.git
cd your-repository

📚 详细文档

系统配置

1. 创建配置文件

复制示例环境变量文件：

cp .env.example .env

2. 配置 API 密钥

在 .env 文件中填写以下内容：

YAHOO_API_KEY=your_api_key_here
DEEP_SPEED_VERSION=latest

错误处理

常见错误及解决方案

API 调用失败：检查 API 密钥是否正确，确保网络连接正常
模型加载失败：确认 DeepSpeed 版本与系统兼容，查看日志文件

性能优化

数据缓存：启用数据缓存功能以减少重复查询
并行处理：优化服务器配置以支持高并发请求

参考资料

💻 使用示例

基础用法

示例1：查询当前股价

输入命令：

query "Get current price of AAPL"

输出结果：

The current price of AAPL is $202.52

高级用法

示例2：获取公司信息

输入命令：

query "Get company information for AAPL"

输出结果：

Company Name: Apple Inc.
Sector: Technology
Industry: Consumer Electronics
Country: United States
Market Cap: $2,700,000,000,000
Employees: 164,000
Website: https://www.apple.com