Financial Analysis MCP Server

Financial Analysis MCP Server

A powerful server for financial analysis capabilities, providing stock data retrieval and visualization features.

Features

• Stock data retrieval from yfinance
• Alpha Vantage API integration
• Web search for financial information
• Interactive visualization with Plotly
• RESTful API endpoints

Prerequisites

• Python 3.8+
• Alpha Vantage API key (for additional data)

Installation

1. Clone the repository:

git clone <repository-url>
cd fin-mcp

2. Create a virtual environment and activate it:

python -m venv venv
source venv/bin/activate  # On Windows: venv\Scripts\activate

3. Install dependencies:

pip install -r requirements.txt

4. Create a .env file in the root directory and add your Alpha Vantage API key:

ALPHA_VANTAGE_API_KEY=your_api_key_here

Usage

1. Start the server:

cd src
python main.py

2. The server will start at http://localhost:8000

3. Access the API documentation at http://localhost:8000/docs

API Endpoints

Stock Data

• GET /api/v1/stock/{symbol} - Get stock data from yfinance
• GET /api/v1/alpha-vantage/{symbol} - Get stock data from Alpha Vantage
• GET /api/v1/search/{query} - Search for financial information

Visualization

• GET /api/v1/visualize/candlestick/{symbol} - Get candlestick chart
• GET /api/v1/visualize/volume/{symbol} - Get volume chart
• GET /api/v1/visualize/combined/{symbol} - Get combined price and volume chart

Example Usage

import requests

# Get stock data
response = requests.get("http://localhost:8000/api/v1/stock/AAPL")
data = response.json()

# Get candlestick chart
response = requests.get("http://localhost:8000/api/v1/visualize/candlestick/AAPL")
chart_data = response.json()

License

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