financial-ai-agent-mcp-servers

📈 Model Context Protocol(MCP) Agent App

A TypeScript-based Ai agent with MCP integration. This project provides a unified interface to access financial market information and relevant news articles through MCP servers with tool calling.

DEMO

Terminal

https://github.com/user-attachments/assets/47150b98-0663-43f6-927e-f09abb796fe6

Cursor

https://github.com/user-attachments/assets/72210b49-dc23-4bef-b7ee-6d289ede59e1

✨ Features

• 📊 Stock Market Data:
  • Company Information
  • Quarterly Financials
  • Annual Financial Reports
• 📰 News Integration:
  • Real-time News Articles
  • Query-based News Search
• 🛠️ Architecture Components:
  • Client-Server Architecture
  • TypeScript Implementation
  • Modular Design Pattern
  • LangChain agent

🔧 Prerequisites

• Node.js 16.x or higher
• TypeScript 4.x or higher
• API keys for stock services and OpenAi

🚀 Quick Start

1. Installation

Clone and set up the project:

git clone https://github.com/extrawest/financial-ai-agent-mcp-servers
cd  financial-ai-agent-mcp-servers

# Install dependencies
npm install

2. Environment Configuration

Create a .env file in the project root:

# API Configuration
STOCK_API_KEY=your_stock_api_key
OPENAI_API_KEY=your_open_ai_key

3. Build and Run

# Build the project
npm run build

# Start the server
npm start

🏗️ Project Structure

src/
├── agent/
│   └── agent.ts         # Agent implementation
├── client/
│   └── client.ts        # API client implementation
├── config/
│   └── configs.ts       # Configuration management
├── logger/
│   └── logger.ts        # Logging functionality
├── server/
│   ├── news-server.ts   # News API server
│   └── stocks-server.ts # Stock market API server
├── types/
│   └── newsapi.d.ts     # Type definitions
└── index.ts             # Application entry point

📦 Core Components

Stock Server

Handles all stock market related operations:

• Company information retrieval
• Financial reports access
• Market data processing

News Server

Manages news-related functionality:

• Article search and retrieval
• Query processing
• News data formatting

Client

Provides a unified interface to interact with both servers:

• API request handling
• Response processing
• Error management

Start an app

In separate terminal tabs run

# Start Stocks server
 npm run stocks:built

 # Start News server
 npm npm run news:built

  # Run agent
 npm run agent:built

Add mcp to Cursor IDE

• Open Cursor IDE, go to Settings -> Cursor Settings
• Go to Tools & Integrations section
• Find MCP tools, click New MCP Server
• Add this to mcp.json file

{
    "mcpServers": {
        "stocks-mcp-server": {
            "url": "http://127.0.0.1:3000/sse"
        },
        "news-mcp-server": {
            "url": "http://127.0.0.1:3001/sse"
        }
    }
}

• Run commands in separte terminal tabs

# Start Stocks server
 npm run stocks:built

 # Start News server
 npm npm run news:built

📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

---

Created by Oleksandr Samoilenko
Extrawest.com, 2025