MCP server · Finance and crypto
Stock MCP server (青龙)
by niuheilong
Lets your AI look up real time prices, charts, and money flow for Chinese A share stocks.
This is a small helper program that gives your AI assistant a connection to live Chinese stock market data. You ask a question in plain words, and the AI goes and fetches the numbers for you. It is handy for anyone who keeps an eye on A share stocks but does not want to open a trading app every five minutes.
What is an MCP server? The 30-second version
On its own, your AI can only chat with you using what it already knows. It cannot see today's prices or look anything up on the web by itself. An MCP server is a small helper program that gives your AI one new skill. This one connects your AI to A share stock data, so when you ask about a stock, the AI can actually go and read the numbers and tell you what they are.
What this MCP server does
You type a question like 'how is Ping An Bank doing today'. Your AI passes that request to this helper program running on your own computer. The helper then contacts public stock data sources, such as Tencent, Eastmoney, and Sina, and pulls the numbers back. It checks the same figure across several sources to avoid mistakes. Then your AI shows you the result in the chat as a short, readable answer.
What you can do with it
- Check the current price and daily change of an A share stock
- Look up daily, weekly, or monthly K line history for a stock
- Read key financial numbers like PE, PB, and market value
- See which industries or sectors are getting the most money today
- Search for a stock by its code or by part of its name
Try asking your AI
- “Analyze Kweichow Moutai for me”
- “What is the current price of 000001”
- “Show me the daily K line for 600519 over the last 30 days”
- “Which sectors had the most money flowing in today”
What it gives back to you
You get back a short written answer in the chat, things like the price, the percent change, trading volume, PE, and market value. For K lines you get a table of dates with open, close, high, and low prices. For sector money flow you get a ranked list of industries with the amounts flowing in or out.
Before you start
What you need
- Docker installed on your computer (the easiest way), or Python 3.10 or newer
- The Claude desktop app or Cursor with MCP support
- An internet connection during Chinese market hours for live data
Good to know
The data comes from public sources and may not always match your broker exactly, so do not treat it as trading advice.
Install it with your AI
Add Stock MCP server (青龙) to your AI, no technical skills needed
You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.
Sign in to get the install prompt
Members get a ready-made prompt that lets the Claude desktop app check Stock MCP server (青龙), install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,609 MCP servers here for you.
Who it's for
Ordinary investors, finance students, and analysts who follow Chinese A share stocks and want quick answers without opening a trading app.



