Alpaca Trading
A

Alpaca Trading

The Alpaca MCP Server is a protocol service that connects LLMs such as Claude with the Alpaca trading API, supporting stock trading, account management, and market data query through natural language.
2.5 points
7.2K

What is the Alpaca MCP Server?

The Alpaca MCP Server is an application based on the Model Context Protocol (MCP) that allows you to interact with the Alpaca stock trading API through natural language. You can easily view account information, manage your portfolio, obtain market data, and execute buy and sell operations.

How to use the Alpaca MCP Server?

First, ensure that Python 3.10 or a higher version is installed and the Alpaca API key is configured. Then start the server and connect to it via Claude for Desktop. You can complete complex trading tasks with simple natural language instructions.

Applicable Scenarios

Suitable for professional traders and retail investors who need automated trading, real - time market monitoring, or quick response to investment opportunities.

Main Features

Get Account Information
Check your account balance, available funds, and account status.
View Portfolio
Understand your currently held stocks and their performance.
Get Stock Quote
Get the latest price of a stock in real - time.
Historical Price Data
Obtain the price change trend of a stock over a past period.
Place Market Orders
Immediately buy or sell a specified number of stocks at the current market price.
Place Limit Orders
Set a specific price to buy or sell stocks.
Cancel Orders
Cancel all or part of the unexecuted orders.
Close Positions
Close all open positions.
Advantages
Simplify the complex investment decision - making process through natural language.
Support real - time market data updates.
Reduce the risk of errors caused by manual operations.
Limitations
Depend on the services provided by the Alpaca API.
It may take some time for beginners to get familiar with the operations.
Use with caution when dealing with real - money transactions.

How to Use

Clone the Project Repository
Download the Alpaca MCP Server code on your local computer.
Install Dependencies
Install the Python libraries required to run the server.
Configure Environment Variables
Create a.env file and add your Alpaca API key.
Start the Server
Execute the startup script to run the Alpaca MCP Server.

Usage Examples

Query Account Balance
Send a request to the server to get the current account's fund status.
Execute Market Orders
Enter natural language instructions to place orders.
Get Historical Data
Request the historical price records of a stock.

Frequently Asked Questions

Can multiple trading requests be processed simultaneously?
How to switch to the real - money trading mode?
What if I forget my API key?

Related Resources

Official Documentation
The complete official documentation of the Alpaca platform.
GitHub Repository
The source code address of the project.
Video Tutorial
A quick - start guide.

Installation

Copy the following command to your Client for configuration
{
  "mcpServers": {
    "alpaca": {
      "command": "python",
      "args": [
        "/path/to/alpaca_mcp_server.py"
      ],
      "env": {
        "API_KEY_ID": "your_alpaca_api_key",
        "API_SECRET_KEY": "your_alpaca_secret_key"
      }
    }
  }
}
Note: Your key is sensitive information, do not share it with anyone.

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