A股数据分析
An MCP protocol-based A-share quantitative analysis tool supporting stock selection, candlestick charts, and market data.
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: A股数据分析. It is used for: An MCP protocol-based A-share quantitative analysis tool supporting stock selection, candlestick charts, and market data. Details: https://321skill.com/en/skills/a-share-quant-analysis-6/
This tool, built on the MCP protocol, provides AI Agents with quantitative analysis capabilities for the A-share market. It addresses the lack of real-time data access and professional analytical tools for large language models in the financial domain, enabling AI to directly invoke functions such as stock recommendations, historical trend queries, technical indicator calculations, candlestick chart plotting, and crossover analysis—without manual platform switching or writing complex code.
Usage is straightforward: after configuring the tool in an MCP-compatible AI assistant (e.g., Claude, Cursor), you can invoke it via natural language commands. Examples include “Analyze the recent 5-day trend of overall market trading volume to determine if an inflection point has occurred” or “Recommend 3 selected A-shares and plot their candlestick charts for the past 30 days.” The tool automatically fetches real-time data and returns charts or analysis results.
It is suitable for quantitative traders, data analysts, and agent developers. Quantitative traders can use it for market assessment prior to strategy backtesting; data analysts can quickly obtain sector data to generate reports; and agent developers can integrate it into automated trading systems to enhance AI’s financial decision-making capabilities.
Usage recommendations: This tool focuses on technical analysis and rapid data retrieval. For scenarios requiring in-depth fundamental research (e.g., financial statements, industry reports), it is advisable to supplement with other data sources. Additionally, ensure your network environment is properly configured before use to guarantee normal real-time market data retrieval.
Key Features
Compared to generic stock APIs, this tool natively integrates with AI Agents via the MCP protocol, supporting natural language interactive analysis. It eliminates the need for manual parameter assembly or data format handling, directly outputting visual results such as candlestick charts and technical indicators.
Limitations
It only supports the A-share market and is not suitable for other instruments such as Hong Kong stocks, U.S. stocks, or futures. It does not provide in-depth analysis of fundamental financial data.
FAQ
Which stock exchanges are supported?
It supports all A-shares listed on the Shanghai and Shenzhen exchanges, including the Main Board, ChiNext, and STAR Market. It does not currently support the Beijing Stock Exchange or Hong Kong Stock Connect securities.
Is payment or API key registration required?
The tool uses publicly available free market data sources, so no registration or payment is needed. However, it is recommended to use it in compliance with relevant regulations to avoid IP blocking due to high-frequency calls.