What types of stock market data does A-Share Data provide?

It offers real-time market snapshots, intraday minute K-lines, extensive historical K-line data (minute, daily, weekly, monthly), various financial reports, and market overview data including hot sectors and major indices.

What is A-Share Data?

A-Share Data is a powerful tool designed for developers and data scientists to access comprehensive real-time and historical A-share stock market data from China's Shanghai and Shenzhen exchanges with zero configuration.

Does A-Share Data support real-time technical analysis?

Absolutely. It calculates over 12 common technical indicators like MACD, KDJ, RSI, BOLL, and MA in real-time, enabling immediate analysis based on live market data.

How does A-Share Data ensure data availability and ease of access?

A-Share Data utilizes dual data sources (Sina/Tencent) with automatic fault switching for high availability and instant updates. It requires zero configuration and no login, making data access seamless for users.

A-Share Data

Name: A-Share Data
Author: shouldnotappearcalm

byshouldnotappearcalm

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Data Science & ML

Web Scraping & Data Collection

Analytics & Monitoring

Access real-time and historical A-share stock market data for China's Shanghai and Shenzhen exchanges with zero configuration.

a-share-mcp is an MCP server designed for the A-share market, offering comprehensive real-time and historical stock data. It provides zero-configuration access to Shanghai and Shenzhen market information, including real-time quotes, minute-level K-lines, daily K-lines, and various technical indicators. With built-in dual data sources (Sina and Tencent) and automatic failover, it ensures reliable and up-to-date data without requiring registration or payment. The server outputs data in DataFrame format, making it ideal for quantitative research, backtesting, and automated trading system development.

Key Features

01Provides real-time market data including snapshots, intraday minute K-lines, and multi-stock batch queries.

02Offers comprehensive historical K-line data (1/5/15/30/60 minute, daily, weekly, monthly) and various financial reports.

032 GitHub stars

04Calculates over 12 common technical indicators such as MACD, KDJ, RSI, BOLL, and MA in real-time.

05Utilizes dual data sources (Sina/Tencent) with automatic fault switching, ensuring high availability and instant updates without login.

06Supports querying market overview data including hot sectors, major indices, Northbound Capital flow, and daily limit-up/down statistics.

Use Cases

01Conducting quantitative research and in-depth analysis of A-share stocks.

02Backtesting trading strategies using extensive historical and real-time market data.

03Developing and deploying automated trading systems for the Chinese stock market.