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MCP Stock Market: Real-Time Alpha & Pro Edge Tools - MCP Implementation

MCP Stock Market: Real-Time Alpha & Pro Edge Tools

MCP Stock Market: Crack real-time alpha with seamless Alpha Vantage API integration—pro-grade tools for traders who demand edge, not noise.

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About MCP Stock Market

What is MCP Stock Market: Real-Time Alpha & Pro Edge Tools?

An MCP-integrated solution for accessing real-time stock data via Alpha Vantage's API, offering traders and analysts a streamlined interface to retrieve daily market metrics. The tool bridges the Model Context Protocol ecosystem with financial data, enabling seamless integration into existing workflows through Node.js-based server configurations.

How to use MCP Stock Market: Real-Time Alpha & Pro Edge Tools?

Initialization requires three core steps: installing Node.js dependencies, configuring the .env file with your Alpha Vantage API credentials, and adjusting the MCP client configuration to point to the compiled tool. Users execute queries via the @stock-market get-stock-data syntax, specifying stock symbols to fetch granular price history and trading volumes.

MCP Stock Market Features

Key Features of MCP Stock Market: Real-Time Alpha & Pro Edge Tools?

  • MCP protocol compatibility for frictionless API orchestration
  • Free-tier access to 25 daily API calls with minute-level rate limiting
  • TypeScript-powered architecture with auto-compilation to JavaScript
  • Path-agnostic configuration for flexible deployment environments

Use Cases of MCP Stock Market: Real-Time Alpha & Pro Edge Tools?

Optimal for scenarios requiring lightweight financial data integration, such as:

  • Automated trading bots needing historical close prices
  • Market analysis dashboards requiring volume trend visualization
  • Educational platforms teaching API-driven quantitative analysis
  • Event-driven systems monitoring stock volatility thresholds

MCP Stock Market FAQ

FAQ from MCP Stock Market: Real-Time Alpha & Pro Edge Tools?

Q: What happens if I exceed Alpha Vantage's free tier limits?
The API returns error 429; consider upgrading or implementing exponential backoff strategies.

Q: Can I use this with non-Node.js environments?
The tool is designed for MCP clients running Node.js v18+, but custom adapters might enable interoperability.

Q: Why does the response include multiple dates?
The endpoint returns the latest trading day data plus preceding entries for comparative analysis.

Q: How do I troubleshoot path errors in MCP config?
Use absolute paths and validate permissions using node -e "console.log(require.resolve('path/to/file'))".

Content

MCP Stock Market

A Model Context Protocol (MCP) tool for retrieving stock market data using the Alpha Vantage API. This tool provides access to daily stock market data for any stock symbol through a simple MCP interface.

Requirements

  • Node.js v18 or higher
  • An Alpha Vantage API key (free tier available)

Setup

  1. Install dependencies

    npm install

  2. Create a .env file based on .env.example and add your Alpha Vantage API key

    ALPHA_VANTAGE_API_KEY=your_api_key_here

You can obtain a free API key from Alpha Vantage.

  1. Build the project

    npm run build

MCP Client Configuration

To use this tool with your MCP client, you need to update your MCP server configuration. Add the following to your client's configuration:

{
  "mcpServers": {
    "stock-market": {
      "command": "node",
      "args": [
        "/ABSOLUTE/PATH/TO/PARENT/FOLDER/mcp-stock-market/build/index.js"
      ]
    }
  }
}

Make sure to replace /ABSOLUTE/PATH/TO/PARENT/FOLDER with the actual absolute path to the parent directory containing this repository.

Available Tools

get-stock-data

Retrieves daily stock market data for a specific stock symbol.

Parameters:

  • symbol: Stock symbol (e.g., IBM, AAPL, MSFT, GOOG, AMZN)

Example usage in an MCP client:

@stock-market get-stock-data symbol=AAPL

Example response:

Stock: AAPL
Last Updated: 2025-03-12
Time Zone: US/Eastern

Daily Prices:

Date: 2025-03-12
Open: $178.35
High: $180.13
Low: $177.53
Close: $179.63
Volume: 58,492,206
---

Date: 2025-03-11
Open: $177.99
High: $179.70
Low: $176.86
Close: $178.95
Volume: 62,630,570
---

Development

Project Structure

  • src/index.ts - Main application file with MCP server and tools implementation
  • build/ - Compiled JavaScript output
  • .env - Environment variables (API key)

Commands

  • npm run build - Build the TypeScript code

API Usage Notes

This tool uses the Alpha Vantage API to retrieve stock market data. The free tier of Alpha Vantage has the following limitations:

  • 25 API calls per day
  • 5 API calls per minute

If you need more capacity, consider upgrading to their premium plans.

Troubleshooting

If you encounter issues:

  1. Make sure your Alpha Vantage API key is correctly set in the .env file
  2. Check that you're using Node.js version 18 or higher
  3. Verify that the path in your MCP client configuration is correct
  4. Restart your MCP client

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