Finance MCP Application

Finance MCP Application

This application integrates FastMCP and Neo4j MCP to create a finance application for working capital optimization, accounts payable, and accounts receivable management.

Overview

The Finance MCP Application provides a comprehensive solution for:

• Working Capital Optimization
• Accounts Payable (AP) Management
• Accounts Receivable (AR) Management
• Cash Flow Forecasting and Analysis

The application uses the MCP (Message Communication Protocol) architecture to enable efficient data exchange and processing.

Features

• FastMCP Server: Implements a high-performance MCP server for financial data processing
• Neo4j Graph Database: Stores financial relationships between entities (customers, suppliers, invoices)
• Financial Optimization Models: Implements mathematical models for working capital, AP, and AR optimization
• API Endpoints: FastAPI for interacting with the financial models
• Google Agent Dev Kit Integration: Embeds the MCP server into Google Agent Dev Kit

Installation

1. Clone this repository
2. Install dependencies:

   pip install -r requirements.txt
   

3. Set up environment variables in .env file
4. Start the application:

   python src/main.py
   

Architecture

The application follows a modular architecture:

• src/models/: Financial data models and optimization algorithms
• src/api/: API endpoints and FastMCP server implementation
• src/database/: Neo4j database connection and graph models
• src/utils/: Utility functions and helpers

Usage

See the API documentation at /docs after starting the server for detailed usage instructions.