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Enhanced MCP server for MonarchMoney financial data access with dynamic tool generation

Project description

Monarch Money MCP Server Enhanced

A dynamic MCP (Model Context Protocol) server that automatically exposes all methods from the monarchmoney-enhanced library as MCP tools. No manual updates needed when the library adds new features!

Version: 0.3.4 (synchronized with monarchmoney-enhanced)

Key Features

🔄 Fully Dynamic: Automatically discovers and exposes all MonarchMoney methods as tools
🚀 Auto-Updating: GitHub Actions automatically release new versions when monarchmoney-enhanced updates
📊 Complete API Access: Every method in the library becomes an MCP tool automatically
🛠️ Smart Schema Generation: Automatically generates parameter schemas from method signatures

Automatically Available Features

Since this server dynamically exposes all monarchmoney-enhanced methods, you get access to everything:

  • Account Management: Create, update, delete accounts, get balances, history
  • Transaction Operations: CRUD operations, categorization, tagging, rules, splits
  • Budget Management: Set budgets, analyze spending, track goals
  • Category & Tag Management: Create, modify, delete categories and tags
  • Institution Management: Manage connected financial institutions
  • Recurring Transactions: Track and manage recurring payments
  • Investment Tracking: Portfolio holdings, performance data
  • Subscription Management: Account details and billing info
  • And more...: Any new features added to monarchmoney-enhanced are instantly available!

Installation

  1. Clone or download this MCP server
  2. Install dependencies:
    cd /path/to/monarch-money-mcp
    uv sync
    

Configuration

Add the server to your .mcp.json configuration file:

{
  "mcpServers": {
    "monarch-money-enhanced": {
      "command": "/path/to/uv",
      "args": [
        "--directory", 
        "/path/to/monarch-money-mcp-enhanced",
        "run",
        "python",
        "server.py"
      ],
      "env": {
        "MONARCH_EMAIL": "your-email@example.com",
        "MONARCH_PASSWORD": "your-password",
        "MONARCH_MFA_SECRET": "your-mfa-secret-key"
      }
    }
  }
}

Important Notes:

  • Replace /path/to/uv with the full path to your uv executable (find it with which uv)
  • Replace /path/to/monarch-money-mcp-enhanced with the absolute path to this server directory
  • Use absolute paths, not relative paths

Getting Your MFA Secret

  1. Go to Monarch Money settings and enable 2FA
  2. When shown the QR code, look for the "Can't scan?" or "Enter manually" option
  3. Copy the secret key (it will be a string like T5SPVJIBRNPNNINFSH5W7RFVF2XYADYX)
  4. Use this as your MONARCH_MFA_SECRET

How It Works

The server automatically discovers all public methods from the monarchmoney-enhanced library and creates MCP tools for them. This means:

  1. No Manual Tool Definitions: Methods are discovered at runtime
  2. Automatic Schema Generation: Parameter types and requirements are inferred from method signatures
  3. Instant Updates: When monarchmoney-enhanced adds new methods, they become available immediately
  4. Complete Coverage: Every public method becomes an MCP tool

Available Tools (Dynamic)

Instead of listing specific tools, here's how to see what's available:

  1. Runtime Discovery: The server lists all available tools when it starts
  2. Method Coverage: All public methods from MonarchMoney class become tools
  3. Automatic Documentation: Tool descriptions are generated from method docstrings

Example Tools (Auto-Generated)

Some examples of tools that are automatically created:

  • get_accounts - Retrieve all linked financial accounts
  • create_transaction - Creates a transaction with the given parameters
  • create_transaction_category - Creates a new transaction category
  • get_transaction_tags - Get all transaction tags
  • set_budget_amount - Set budget amount for a category
  • get_merchants - Get all merchants
  • delete_transaction - Deletes the given transaction
  • get_recurring_transactions - Get all recurring transactions
  • create_manual_account - Creates a new manual account
  • And 30+ more... (automatically updated as the library grows)

Usage Examples

Creating Transaction Categories

Use create_transaction_category with name "Shared - Telco" to create a new category for shared telecom expenses.

Applying Transaction Rules

Use the transaction management tools to automatically categorize transactions. For example:
- Find transactions containing "Sentris Network LLC" 
- Update them to use the "Shared - Telco" category

Complete Financial Management

Since all MonarchMoney methods are available:
- Create and manage accounts with create_manual_account
- Set up budgets with set_budget_amount  
- Tag transactions with set_transaction_tags
- Analyze spending patterns with get_cashflow_summary
- Track investments with get_account_holdings

Session Management

The server automatically manages authentication sessions:

  • Sessions are cached in a .mm directory for faster subsequent logins
  • The session cache is automatically created and managed
  • Use MONARCH_FORCE_LOGIN=true in the env section to force a fresh login if needed

Troubleshooting

MFA Issues

  • Ensure your MFA secret is correct and properly formatted
  • Try setting MONARCH_FORCE_LOGIN=true in your .mcp.json env section
  • Check that your system time is accurate (required for TOTP)

Connection Issues

  • Verify your email and password are correct in .mcp.json
  • Check your internet connection
  • Try running the server directly to see detailed error messages:
    uv run server.py
    

Session Problems

  • Delete the .mm directory to clear cached sessions
  • Set MONARCH_FORCE_LOGIN=true in your .mcp.json env section temporarily

Auto-Updates

This repository includes GitHub Actions that automatically:

  1. Monitor Updates: Checks every 6 hours for new monarchmoney-enhanced releases
  2. Auto-Release: Creates new releases when the library updates
  3. Zero Maintenance: No manual intervention needed to get new features
  4. Dependency Management: Dependabot keeps other dependencies secure

Credits

Original MCP Server

Enhanced MCP Server

MonarchMoney Enhanced Library

Original MonarchMoney Python Library

This dynamic MCP server automatically adapts to library changes, providing seamless integration with AI assistants through the Model Context Protocol.

Security Notes

  • Keep your credentials secure in your .mcp.json file
  • The MFA secret provides full access to your account - treat it like a password
  • Session files in .mm directory contain authentication tokens - keep them secure
  • Consider restricting access to your .mcp.json file since it contains sensitive credentials

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