A股数据分析
A-share quantitative analysis tool based on the MCP protocol
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: A-share quantitative analysis tool based on the MCP protocol Details: https://321skill.com/en/skills/a-share-quant-analysis-3/
Problem it solves: The A-share market features complex data and fragmented analysis tools, while traditional quantitative platforms have a high barrier to entry, making it difficult for ordinary investors to quickly access individual stock trends, technical indicators, and stock selection suggestions. This tool packages professional quantitative analysis capabilities as an AI Agent skill under the MCP protocol, allowing users to perform operations like stock recommendations, market analysis, K-line chart plotting, indicator calculation, and crossover analysis through natural language, significantly lowering the technical threshold for A-share investment analysis.
How to use: Users simply need to configure this tool within an MCP-compatible AI assistant (such as Claude, Cursor, etc.) and can then directly invoke it via conversation. For example, by entering "Recommend 3 selected A-shares and plot their K-line charts," the AI will automatically call the tool to fetch data, calculate indicators, and generate visual charts. All operations are completed in a single sentence without switching applications or writing code, streamlining complex analysis workflows.
Target audience: Primarily aimed at quantitative traders, individual investors, data analysts, and agent developers who need to quickly validate stock strategies. It is especially suitable for users looking to integrate A-share analysis capabilities into AI workflows, such as using AI Agents to automatically generate investment briefs, monitor portfolio risk, or backtest strategies.
Usage suggestions: It is recommended to first configure a data source (e.g., free or paid stock API interfaces) to ensure the tool can fetch real-time market data. The tool focuses on technical analysis; fundamental data (such as financial reports, P/E ratios, etc.) requires additional integration. For first-time use, start with basic functions like "plot a K-line chart" or "calculate MACD" to get familiar before exploring crossover analysis and quantitative stock selection strategies.
Key Features
Compared to similar stock analysis tools, this Skill is specifically designed for the MCP protocol, allowing AI Agents to call it directly without additional middleware. It also integrates a complete functional chain including stock recommendations, K-line chart plotting, indicator calculation, and crossover analysis, supporting end-to-end quantitative analysis rather than merely providing single data queries.
Limitations
Not applicable to non-A-share markets such as futures, forex, or Hong Kong stocks. It relies on real-time data interfaces; analysis accuracy may be affected if the data source fails or experiences delays.
FAQ
Does it require a paid API key?
It uses free public data sources by default, but these may have rate limits. It is recommended to use your own brokerage or third-party data API (e.g., akshare, tushare) for more stable real-time market data.
Does it support plotting K-line charts and saving them as images?
Yes, the tool can generate K-line charts and return image links or base64-encoded data, which AI assistants can display directly.