Stock Analysis MCP Server

A Model Context Protocol (MCP) server that provides stock market data tools using the Alpha Vantage API.

Features

Tools

• company_overview
  • Fetch detailed fundamental information about any publicly traded company from company overview endpoint
• company_sentiment
  • Retrieve market news and sentiment data filtered by tickers or topics from news and sentiment
• get_stock_price
  • Get real-time global quotes for any stock ticker from quote endpoint
• get_monthly_historical_data
  • Access monthly historical stock price data for technical analysis from time series monthly endpoint

Prerequisites

• Python 3.10 or higher
• Poetry (Python package manager)
• Alpha Vantage API key (Get one free here)
• Claude Desktop

Installation

1. Clone the Repository

git clone <repo-url>
cd custom-mcp-server

2. Install Dependencies

poetry install

3. Configure Environment Variables

Create a .env file in the project root:

ALPHA_VANTAGE_BASE_API_URL=https://www.alphavantage.co/query
ALPHA_VANTAGE_KEY=your_api_key_here

4. Test the Server

poetry run server

If successful, you should see the MCP server start without errors.

Claude Desktop Configuration

1. Locate Your Poetry Virtual Environment

poetry env info --path

This will output something like:

/Users/username/Library/Caches/pypoetry/virtualenvs/custom-mcp-server-xxxxx-py3.13

2. Configure Claude Desktop

Edit your Claude Desktop configuration file:

MacOS: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Add the following configuration:

{
  "mcpServers": {
    "Stock Analysis": {
      "command": "/path/to/your/virtualenv/custom-mcp-server-xxxxx-py3.13/bin/python",
      "args": ["-m", "custom_mcp_server"],
      "cwd": "/absolute/path/to/custom-mcp-server",
      "env": {
        "ALPHA_VANTAGE_BASE_API_URL": "https://www.alphavantage.co/query",
        "ALPHA_VANTAGE_KEY": "your_api_key_here"
      }
    }
  }
}

Important: Replace the paths with your actual paths:

• Use the virtualenv path from step 1
• Use the absolute path to your project directory
• The alpha vantage api allows 25 requests per day

3. Restart Claude Desktop

Completely quit Claude Desktop (Cmd+Q on Mac) and restart it for the changes to take effect.

Usage Examples

Once configured, you can interact with the server through Claude Desktop:

Get Company Information

What's the company overview for Apple (AAPL)?

Check Stock Prices

What's the current stock price of Tesla?

Analyze Market Sentiment

Get news sentiment for Microsoft from the last week

View Historical Data

Show me the monthly historical data for Amazon stock

License

MIT License