very99/stock-mcp
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A comprehensive MCP server for Chinese A-share stock data collection and analysis, enhanced with multi-source data verification and professional financial analysis.
Stock MCP Server - Enhanced
English
A comprehensive MCP (Model Context Protocol) server for Chinese A-share stock data collection and analysis. Enhanced with multi-source data verification and professional financial analysis.
✨ Enhanced Features
- 📊 Multi-Source Real-time Data: Cross-verified data from Sina, Tencent, and Eastmoney APIs
- 📈 Professional Technical Analysis: MA5/10/20/60, RSI, MACD, Volume Ratio, Turnover Rate
- 📋 Historical Data Analysis: 60+ days of historical data with trend and volatility analysis
- 📰 Real News Collection: Multi-source news aggregation with sentiment analysis
- 🔍 Comprehensive Analysis: All-in-one stock analysis combining multiple data sources
- 🌐 Data Quality Assurance: Multi-source verification with automatic fallback
🚀 Quick Start
-
Clone the repository
git clone https://github.com/very99/stock-mcp.git cd stock-mcp
-
Install dependencies
npm install
-
Build the project
npm run build
-
Configure your MCP client
For Amazon Q CLI (
~/.aws/amazonq/mcp.json
):{ "mcpServers": { "stock": { "command": "node", "args": ["/path/to/stock-mcp/dist/index.js"], "timeout": 30000 } } }
🛠️ Available Tools
get_stock_data
Get real-time stock quotes with multi-source verification
Parameters:
- symbol: Stock code (e.g., "600519", "000858")
- include_technical: Include technical indicators (default: true)
Returns: Real-time price, technical indicators, data source verification
get_historical_data
⭐ NEW
Get historical data with professional trend analysis
Parameters:
- symbol: Stock code
- days: Historical data days (default: 60)
- include_analysis: Include trend analysis (default: true)
Returns: Historical prices, trend analysis, volatility assessment, risk level
get_stock_news
Collect real stock news with sentiment analysis
Parameters:
- symbol: Stock code
- stock_name: Stock name for news search
Returns: Latest news, sentiment analysis, source verification
get_market_overview
Get market overview with major indices
Parameters:
- include_money_flow: Include capital flow data (default: true)
Returns: Major indices, market sentiment, money flow analysis
comprehensive_analysis
Complete stock analysis with all data sources
Parameters:
- symbol: Stock code
- stock_name: Stock name
Returns: Real-time + technical + news + market environment analysis
📖 Usage Examples
# Multi-source verified real-time data
User: "Get stock data for 600519"
AI: Returns price from 3 verified sources + professional technical indicators
# Historical trend analysis
User: "Get 60-day historical data for 600519 with analysis"
AI: Returns trend analysis, volatility assessment, risk level evaluation
# Comprehensive investment analysis
User: "Comprehensive analysis of Kweichow Moutai"
AI: Returns complete analysis combining all data sources for investment decision
🔧 Enhanced Data Sources
- Sina Finance API: Primary real-time and historical data (GBK encoding handled)
- Tencent Finance API: Secondary verification source
- Eastmoney API: Enhanced data with additional metrics
- Multi-source News: Aggregated financial news with sentiment analysis
🌟 Key Enhancements
- 🚀 Multi-Source Verification: Cross-validates data from 3+ sources
- 📊 Professional Analysis: Volatility, trend analysis, risk assessment
- 🔄 Real Historical Data: 60+ days of actual trading data
- 🧠 AI-Ready Output: Structured data perfect for AI investment analysis
- 🇨🇳 China Market Focus: Specialized for A-share market with proper encoding
📊 Technical Indicators
- Moving Averages: MA5, MA10, MA20, MA60
- Momentum: RSI (14-period) with overbought/oversold signals
- MACD: DIF, DEA, MACD histogram
- Volume: Volume ratio and turnover rate
- Risk Metrics: Annualized volatility and risk level assessment
中文
一个用于中国A股数据收集和分析的综合性 MCP 服务器。增强版具备多源数据验证和专业金融分析功能。
✨ 增强功能
- 📊 多源实时数据: 新浪、腾讯、东方财富API交叉验证
- 📈 专业技术分析: MA5/10/20/60、RSI、MACD、量比、换手率
- 📋 历史数据分析: 60+天历史数据,趋势和波动率分析
- 📰 真实新闻收集: 多源新闻聚合,情绪分析
- 🔍 综合分析: 整合多数据源的一站式股票分析
- 🌐 数据质量保证: 多源验证,自动切换备用源
🚀 快速开始
-
克隆仓库
git clone https://github.com/very99/stock-mcp.git cd stock-mcp
-
安装依赖
npm install
-
构建项目
npm run build
🛠️ 可用工具
get_stock_data
获取多源验证的实时股票数据
参数:
- symbol: 股票代码 (如 "600519", "000858")
- include_technical: 是否包含技术指标 (默认: true)
返回: 实时价格、技术指标、数据源验证信息
get_historical_data
⭐ 新功能
获取历史数据和专业趋势分析
参数:
- symbol: 股票代码
- days: 历史数据天数 (默认: 60天)
- include_analysis: 是否包含趋势分析 (默认: true)
返回: 历史价格、趋势分析、波动率评估、风险等级
comprehensive_analysis
综合分析,整合所有数据源
参数:
- symbol: 股票代码
- stock_name: 股票名称
返回: 实时+技术+新闻+市场环境的完整分析
📖 使用示例
# 多源验证的实时数据
用户: "获取600519的股票数据"
AI: 返回3个数据源验证的价格 + 专业技术指标
# 历史趋势分析
用户: "获取600519的60天历史数据和分析"
AI: 返回趋势分析、波动率评估、风险等级评价
# 综合投资分析
用户: "全面分析贵州茅台"
AI: 返回整合所有数据源的完整投资分析
🔧 增强数据源
- 新浪财经API: 主要实时和历史数据源(已处理GBK编码)
- 腾讯财经API: 二级验证数据源
- 东方财富API: 增强数据,提供额外指标
- 多源新闻: 聚合财经新闻,情绪分析
🌟 核心增强
- 🚀 多源验证: 3+数据源交叉验证
- 📊 专业分析: 波动率、趋势分析、风险评估
- 🔄 真实历史数据: 60+天实际交易数据
- 🧠 AI友好输出: 完美适配AI投资分析的结构化数据
- 🇨🇳 A股专业: 专门针对A股市场,正确处理中文编码
⚠️ 免责声明
本工具仅供学习和研究使用,所提供的数据和分析结果仅供参考,不构成投资建议。投资有风险,决策需谨慎。
Contributing
We welcome contributions! Please see for guidelines.
License
MIT License - see file for details.