💰 FinTrack MCP Server

A production-ready Remote MCP Server for Personal Finance Management, Budget Tracking, Income Analytics, and Financial Reporting.

FinTrack MCP enables AI assistants and MCP-compatible clients to manage personal finances through tools, resources, and prompts. The server provides expense tracking, budget monitoring, income management, savings analysis, and comprehensive financial reporting.

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🌍 Remote MCP Server

FinTrack is deployed as a remote MCP server and can be accessed directly by any MCP-compatible client.

Server URL

https://fintrack-mcp-server.fastmcp.app/mcp

MCP Configuration

{
  "mcpServers": {
    "fintrack-mcp": {
      "url": "https://fintrack-mcp-server.fastmcp.app/mcp"
    }
  }
}

No local installation is required to use the deployed server.

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✨ Features

📊 Expense Management

• Add expenses
• Update expenses
• Delete expenses
• View expenses
• Category-wise expense analysis
• Date range filtering
• Expense summaries
• Highest spending category detection

💵 Income Management

• Add income records
• Update income records
• Delete income records
• Income source tracking
• Income analytics
• Highest income source identification

🎯 Budget Management

• Create monthly budgets
• Update budget limits
• Delete budgets
• Budget utilization tracking
• Budget alerts
• Over-budget detection
• Budget health reporting

📈 Financial Analytics

• Monthly savings calculation
• Savings rate analysis
• Financial summaries
• Cash flow tracking
• Financial health assessment

🧠 MCP Resources

Expense Resources

expense://summary
expense://count

Budget Resources

budget://summary
budget://alerts
budget://over-budget

Finance Resources

finance://dashboard
finance://monthly-report

🤖 MCP Prompts

Financial Health Report

Generates a detailed report including:

• Income analysis
• Expense analysis
• Savings analysis
• Budget health assessment
• Financial recommendations

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🏗️ Architecture

User
 │
 ▼
MCP Client
(ChatGPT / Claude / Cursor / VS Code)
 │
 ▼
FinTrack MCP Server
 │
 ├── Expense Tools
 ├── Income Tools
 ├── Budget Tools
 ├── Resources
 └── Prompts
 │
 ▼
SQLite Database

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🛠️ Tech Stack

Technology	Purpose
Python	Backend Development
FastMCP	MCP Server Framework
SQLite	Data Storage
AsyncIO	Asynchronous Operations

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📂 Project Structure

fintrack-mcp-server/
│
├── tools/
│   ├── expense_tools.py
│   ├── income_tools.py
│   └── budget_tool.py
│
├── resources/
│   ├── expense_resources.py
│   ├── budget_resources.py
│   └── finance_resources.py
│
├── prompts/
│   └── financial_health_report.py
│
├── database.py
├── mcp_instance.py
├── server.py
├── requirements.txt
├── README.md
└── .gitignore

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🚀 Local Development Setup

Clone Repository

git clone https://github.com/priyansu12345/fintrack-mcp-server.git

cd fintrack-mcp-server

Create Virtual Environment

python -m venv .venv

Activate Environment

Windows

.venv\Scripts\activate

Linux / macOS

source .venv/bin/activate

Install Dependencies

pip install -r requirements.txt

Run Server

python server.py

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📋 Example User Queries

Expense Tracking

I spent ₹150 on a paneer roll today.

Show all my expenses.

Which category am I spending the most on this month?

Budget Management

Set a food budget of ₹10,000 for this month.

How much food budget do I have left?

Which categories are over budget?

Income Tracking

My salary of ₹50,000 was credited today.

Show all my income records.

What is my highest income source this month?

Financial Analysis

How much have I saved this month?

Give me a complete financial summary.

Generate a detailed financial health report.

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🎯 Supported Capabilities

✅ Expense Tracking

✅ Budget Monitoring

✅ Income Management

✅ Savings Analytics

✅ Financial Reporting

✅ Resource-Based Context Retrieval

✅ MCP Prompt Support

✅ Remote MCP Deployment

✅ Async Architecture

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👨‍💻 Author

Priyanshu Kumar

Built to explore and demonstrate the capabilities of the Model Context Protocol (MCP), including tools, resources, prompts, and remote server deployment.

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⭐ Support

If you found this project useful, consider giving it a star on GitHub.

⭐ Star the repository
🍴 Fork the project
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