Monarch Money MCP Server

A Model Context Protocol (MCP) server for integrating with the Monarch Money personal finance platform. This server provides seamless access to your financial accounts, transactions, budgets, and analytics through Claude Desktop and Claude Code.

My MonarchMoney referral: https://www.monarchmoney.com/referral/ufmn0r83yf?r_source=share

Built with the MonarchMoneyCommunity Python library - An actively maintained community fork of the Monarch Money API with full MFA support.

🚀 Quick Start

1. Installation

Clone this repository:

git clone https://github.com/robcerda/monarch-mcp-server.git
cd monarch-mcp-server

Install dependencies:

Using pip:

pip install -r requirements.txt
pip install -e .

Using uv (alternative):

uv sync

Configure Claude Desktop: Add this to your Claude Desktop configuration file:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "Monarch Money": {
      "command": "/opt/homebrew/bin/uv",
      "args": [
        "run",
        "--with",
        "mcp[cli]",
        "--with-editable",
        "/path/to/your/monarch-mcp-server",
        "mcp",
        "run",
        "/path/to/your/monarch-mcp-server/src/monarch_mcp_server/server.py"
      ]
    }
  }
}

Important: Replace /path/to/your/monarch-mcp-server with your actual path!

Restart Claude Desktop

Configure Claude Code (CLI): Add this to your Claude Code configuration file:

Global (all projects):

macOS/Linux: ~/.claude.json

Windows: %USERPROFILE%\.claude.json

{
  "mcpServers": {
    "Monarch Money": {
      "command": "/opt/homebrew/bin/uv",
      "args": [
        "run",
        "--with",
        "mcp[cli]",
        "--with-editable",
        "/path/to/your/monarch-mcp-server",
        "mcp",
        "run",
        "/path/to/your/monarch-mcp-server/src/monarch_mcp_server/server.py"
      ]
    }
  }
}

Project-level (specific directory):

Create .mcp.json in your project directory:

{
  "Monarch Money": {
    "command": "/opt/homebrew/bin/uv",
    "args": [
      "run",
      "--with",
      "mcp[cli]",
      "--with-editable",
      "/path/to/your/monarch-mcp-server",
      "mcp",
      "run",
      "/path/to/your/monarch-mcp-server/src/monarch_mcp_server/server.py"
    ]
  }
}

If installed via pip instead of uv, use:

{
  "command": "python",
  "args": ["/path/to/your/monarch-mcp-server/src/monarch_mcp_server/server.py"]
}

Important: Replace /path/to/your/monarch-mcp-server with your actual path!

Restart Claude Code

2. One-Time Authentication Setup

Important: For security and MFA support, authentication is done outside of Claude.

Open a terminal and run:

cd /path/to/your/monarch-mcp-server
uv run python login_setup.py        # or: python login_setup.py

The script offers three login paths:

Option 1 (recommended): Session cookies from your browser

Long-lived sessions, supports SSO accounts, and sidesteps Cloudflare CAPTCHA gates on programmatic login. Steps:

Log in to https://app.monarch.com in Chrome or Firefox.
Open DevTools (F12) → Network tab.
Click any request whose Name starts with graphql (or any request to api.monarch.com).
Scroll to Request Headers, find the cookie: header, and copy the full value.
Paste it into the prompt.

The script verifies the cookies against the live API before saving them to your system keyring.

Option 2: Email and password

Standard interactive login. The script handles:

Email verification codes (Monarch may send one for a new device session even when MFA is off).
TOTP MFA codes if you have MFA enabled.
Cloudflare CAPTCHA detection: if Monarch blocks programmatic login, the script tells you to switch to option 1.

The resulting long-lived session token is saved to your system keyring.

Option 3: Legacy session token paste

Kept for users with an existing token captured before the May 2026 API change. Monarch may no longer accept token-only auth on the GraphQL endpoint; if the verification call returns 401, fall back to option 1.

3. Start Using

Once authenticated, use these tools directly in Claude Desktop or Claude Code:

get_accounts - View all your financial accounts
get_transactions - Recent transactions with filtering
get_budgets - Budget information and spending
get_cashflow - Income/expense analysis

✨ Features

📊 Account Management

Get Accounts: View all linked financial accounts with balances and institution info
Get Account Holdings: See securities and investments in investment accounts
Refresh Accounts: Request real-time data updates from financial institutions

💰 Transaction Access

Get Transactions: Fetch transaction data with filtering by date, account, and pagination
Create Transaction: Add new transactions to accounts
Update Transaction: Modify existing transactions (amount, description, category, date)

🏷️ Category Management

Get Categories: List all transaction categories with groups, icons, and metadata
Get Category Groups: View category groups with their associated categories

📋 Transaction Review

Get Transactions Needing Review: Find transactions that need attention (uncategorized, no notes, flagged)
Set Transaction Category: Assign a category to a transaction
Update Transaction Notes: Add or update notes on transactions (great for receipt links)
Mark Transaction Reviewed: Clear the needs_review flag on transactions

📦 Bulk Operations

Bulk Categorize Transactions: Apply a category to multiple transactions at once

🔖 Tag Management

Get Tags: List all available tags with colors and usage counts
Set Transaction Tags: Apply tags to a transaction
Create Tag: Create a new tag with custom name and color

🔍 Advanced Search

Search Transactions: Comprehensive search with filters for merchant, category, account, tags, date ranges, and amounts
Get Transaction Details: Retrieve complete details for a single transaction
Delete Transaction: Remove a transaction
Get Recurring Transactions: View upcoming recurring transactions

🤖 Transaction Rules (Auto-Categorization)

Get Transaction Rules: List all auto-categorization rules
Create Transaction Rule: Create rules with merchant/amount conditions to auto-categorize
Update Transaction Rule: Modify existing rules
Delete Transaction Rule: Remove a rule

🔄 Merchant & Recurring Stream Management

Get Merchant: View a merchant's details including recurring transaction stream configuration
Update Merchant: Modify a merchant's name and/or recurring stream settings (frequency, amount, base date)
Review Recurring Stream: Accept, ignore, or reset recurring transaction streams detected by Monarch

✂️ Transaction Splits

Get Transaction Splits: View how a transaction has been split into parts
Split Transaction: Divide a single transaction into multiple parts with different categories or merchants

💵 Budget Management

Get Budgets: Access budget information including spent amounts and remaining balances by category
Set Budget Amount: Create or modify budget amounts for any category or category group

📈 Net Worth Tracking

Get Net Worth: Track total net worth over time with daily snapshots and trend analysis
Get Account Balance History: View historical balance data for any account
Get Net Worth by Account Type: See net worth breakdown across account types (checking, savings, investments, etc.)

📊 Financial Analysis

Get Cashflow: Analyze financial cashflow over specified date ranges with income/expense breakdowns
Get Transactions Summary: Quick high-level statistics about your transactions
Get Spending Summary: Spending breakdown by category with totals

🔐 Secure Authentication

One-Time Setup: Authenticate once, use for weeks/months
Email OTP Support: Handles Monarch's email verification flow for new devices/sessions
MFA Support: Full support for two-factor authentication
SSO/Google sign-in: Use monarch_login_with_token to paste a session token from your browser
Session Persistence: No need to re-authenticate frequently
Secure: Credentials never pass through Claude

🛠️ Available Tools

Tool	Description	Parameters
`setup_authentication`	Get setup instructions	None
`check_auth_status`	Check authentication status	None
`get_accounts`	Get all financial accounts	None
`get_transactions`	Get transactions with filtering and reconciliation fields	`limit`, `offset`, `start_date`, `end_date`, `account_id`, `account_ids`, `category_ids`, `category_group_ids`, `tag_ids`, `search`, `wide_search`, `search_scan_limit`, `has_notes`, `is_split`, `is_recurring`
`get_budgets`	Get budget information	`start_date`, `end_date`
`set_budget_amount`	Set budget for a category	`amount`, `category_id`, `category_group_id`, `start_date`, `apply_to_future`
`get_cashflow`	Get cashflow analysis	`start_date`, `end_date`
`get_net_worth`	Get net worth history	`start_date`, `end_date`, `account_type`
`get_account_balance_history`	Get account balance history	`account_id`
`get_net_worth_by_account_type`	Get net worth by account type	`start_date`, `timeframe`
`get_account_holdings`	Get investment holdings	`account_id`
`create_transaction`	Create new transaction	`account_id`, `amount`, `description`, `date`, `category_id`, `merchant_name`
`update_transaction`	Update existing transaction	`transaction_id`, `amount`, `description`, `category_id`, `date`
`refresh_accounts`	Request account data refresh	`account_ids` (optional — defaults to all active, visible accounts)
`get_categories`	List all transaction categories	None
`get_category_groups`	List category groups with categories	None
`get_transactions_needing_review`	Get transactions needing review	`needs_review`, `days`, `uncategorized`, `no_notes`
`set_transaction_category`	Set category on a transaction	`transaction_id`, `category_id`, `mark_reviewed`
`update_transaction_notes`	Update notes on a transaction	`transaction_id`, `notes`
`mark_transaction_reviewed`	Mark transaction as reviewed	`transaction_id`
`bulk_categorize_transactions`	Categorize multiple transactions	`transaction_ids`, `category_id`
`get_tags`	List all tags	None
`set_transaction_tags`	Set tags on a transaction	`transaction_id`, `tag_ids`
`create_tag`	Create a new tag	`name`, `color`
`search_transactions`	Search transactions with filters	`search`, `category_ids`, `account_ids`, `tag_ids`, `start_date`, `end_date`, `min_amount`, `max_amount`
`get_transaction_details`	Get details of a transaction	`transaction_id`
`delete_transaction`	Delete a transaction	`transaction_id`
`get_recurring_transactions`	Get recurring transactions	None
`get_transaction_rules`	List auto-categorization rules	None
`create_transaction_rule`	Create an auto-categorization rule	`merchant_criteria_operator`, `merchant_criteria_value`, `set_category_id`, `add_tag_ids`, `amount_operator`, `amount_value`
`update_transaction_rule`	Update an existing rule	`rule_id`, `merchant_criteria_operator`, `merchant_criteria_value`, `set_category_id`
`delete_transaction_rule`	Delete a rule	`rule_id`
`get_merchant`	Get merchant details with recurring stream	`merchant_id`
`update_merchant`	Update merchant name/recurring stream	`merchant_id`, `name`, `is_recurring`, `frequency`, `base_date`, `amount`, `is_active`
`review_recurring_stream`	Set recurring stream review status	`stream_id`, `review_status`
`get_transaction_splits`	Get splits for a transaction	`transaction_id`
`split_transaction`	Split a transaction into parts	`transaction_id`, `splits` (JSON array)
`get_transactions_summary`	Get high-level transaction statistics	None
`get_spending_summary`	Get spending breakdown by category	`start_date`, `end_date`, `limit`

📝 Usage Examples

View Your Accounts

Use get_accounts to show me all my financial accounts

Get Recent Transactions

Show me my last 50 transactions using get_transactions with limit 50

get_transactions returns a JSON object with tool, args, count, total_count, truncated, search, and data so large agent-tools/<uuid>.txt responses are self-describing. Transaction rows live in data and include original_statement / plaid_description when Monarch provides the underlying Plaid statement text, plus currency, direction, direction_source, transaction_type, category_group, and category_group_id when those values can be derived from Monarch response data. When Monarch's server-side search errors or returns no rows, wide_search scans recent transactions locally across merchant, original statement, description, notes, category, account, and tags.

Check Spending vs Budget

Use get_budgets to show my current budget status

Set a Budget Amount

Set my grocery budget to $600 for this month using set_budget_amount

Apply Budget to All Future Months

Set my entertainment budget to $150 and apply it to all future months using set_budget_amount with apply_to_future=true

Track Net Worth Over Time

Show my net worth trend for the past year using get_net_worth

View Account Balance History

Show me how my savings account balance has changed over time using get_account_balance_history

Net Worth Breakdown by Account Type

Show my net worth breakdown by account type using get_net_worth_by_account_type

Analyze Cash Flow

Get my cashflow for the last 3 months using get_cashflow

List Available Categories

Show me all available categories using get_categories

Review Uncategorized Transactions

Show me transactions from the last 7 days that need review using get_transactions_needing_review

Bulk Categorize Transactions

Categorize these three transactions as "Groceries" using bulk_categorize_transactions

Tag a Transaction

Add the "Tax Deductible" tag to this transaction using set_transaction_tags

Search for Transactions

Find all Amazon transactions over $50 from the last month using search_transactions

View Recurring Bills

Show me my upcoming recurring transactions using get_recurring_transactions

Create Auto-Categorization Rule

Create a rule to automatically categorize Amazon transactions as "Shopping" using create_transaction_rule

Split a Transaction

Split this $100 Costco transaction into $60 for Groceries and $40 for Household using split_transaction

Get Transaction Statistics

Give me a quick summary of my transactions using get_transactions_summary

View Spending by Category

Show my spending breakdown by category for last month using get_spending_summary

Update a Recurring Bill Amount

Update PennyMac's recurring stream to $1,460.93 monthly using update_merchant

Review Recurring Streams

Approve the Netflix recurring stream using review_recurring_stream

📅 Date Formats

All dates should be in YYYY-MM-DD format (e.g., "2024-01-15")
Transaction amounts: positive for income, negative for expenses

🔧 Troubleshooting

Authentication Issues

If you see "Authentication needed" errors:

Run the setup command: cd /path/to/your/monarch-mcp-server && python login_setup.py (or uv run python login_setup.py)
Restart Claude Desktop or Claude Code
Try using a tool like get_accounts

Email Verification Required

Monarch may require an email one-time code for a new device or session, even if MFA is not enabled. If you see an email-code prompt:

Check the email address on your Monarch account
Enter the one-time code in login_setup.py
Let the script finish so it can save the reusable token to your system keyring

Session Expired or 401 within an hour

If your session dies quickly (under a couple of hours), the most common cause is that Monarch returned a short-lived token. The login script now requests trusted_device=True and rejects any short-lived token, so a fresh login produces a long-lived session. If you re-run login_setup.py and the issue persists, switch to option 1 (browser cookies); cookie sessions track the lifetime of the underlying browser login.

Cloudflare CAPTCHA on login

If login_setup.py reports "Programmatic login is blocked by Cloudflare CAPTCHA", choose option 1 (browser cookies) instead. Email/password POSTs to Monarch's login endpoint are sometimes gated by Cloudflare for unfamiliar IPs or rapid retries; cookie-based auth bypasses that endpoint entirely.

`'Context' object has no attribute 'elicit'`

The monarch_login and monarch_login_with_token tools require the MCP Python SDK 1.10.0 or newer (released June 2025). If your environment cached an older mcp install, refresh it:

uv cache clean mcp

Then fully quit and reopen Claude Desktop or Claude Code so it relaunches the server with a fresh resolution. As a fallback while you upgrade, run python login_setup.py from the repo to authenticate via the terminal.

Common Error Messages

"No valid session found": Run python login_setup.py (or uv run python login_setup.py)
"Monarch sent a one-time code to your email": Run python login_setup.py and complete email verification
"Invalid account ID": Use get_accounts to see valid account IDs
"Date format error": Use YYYY-MM-DD format for dates

🏗️ Technical Details

Project Structure

monarch-mcp-server/
├── src/monarch_mcp_server/
│   ├── __init__.py
│   ├── app.py             # FastMCP app instance and entry point
│   ├── client.py          # Cached MonarchMoney client factory
│   ├── monarch_auth.py    # Current Monarch auth compatibility (host, email OTP, device-uuid)
│   ├── secure_session.py  # Keyring-backed token storage (file fallback)
│   ├── server.py          # Backward-compatibility shim re-exporting the tools
│   └── tools/             # MCP tools grouped by domain (accounts, transactions, budgets, …)
├── login_setup.py         # Terminal authentication script
├── pyproject.toml         # Project configuration
├── requirements.txt       # Dependencies
└── README.md             # This documentation

Session Management

Session tokens are stored securely in the system keyring (with an automatic file fallback for environments without a keyring backend)
The device-uuid captured at login is stored alongside the token so it reloads cleanly
Sessions persist across Claude Desktop and Claude Code restarts
No need for frequent re-authentication

Security Features

Credentials never transmitted through Claude Desktop or Claude Code
MFA/2FA fully supported
Email verification codes are handled only in the terminal setup script
Session tokens are stored in the system keyring
Authentication handled in secure terminal environment

Recommended: require approval for mutating tools

Several tools mutate your Monarch ledger (create_transaction, update_transaction, delete_transaction, bulk_categorize_transactions, upload_account_balance_history, set_transaction_tags, create_transaction_rule, update_transaction_rule, delete_transaction_rule, split_transaction, set_budget_amount, update_merchant, review_recurring_stream).

Because the LLM can be influenced by data it reads back (a malicious-looking memo or merchant name in a transaction), the safest setup is to configure your MCP client to require manual approval before any mutating tool runs. In Claude Desktop and Claude Code this is the default behavior for unknown tools; keep it that way for the tools listed above rather than allow-listing them.

bulk_categorize_transactions and upload_account_balance_history also accept a dry_run=True argument that returns the planned changes without executing them, useful for previewing a bulk action before approving it.

🙏 Acknowledgments

This MCP server is built on top of the MonarchMoneyCommunity Python library, an actively maintained community fork of the original MonarchMoney library by @hammem. The community fork provides:

Updated API endpoints for Monarch Money's current domain
Secure authentication with MFA support
Comprehensive API coverage for Monarch Money
Session management and persistence

Thank you to @hammem for creating and maintaining this essential library!

📄 License

MIT License

🆘 Support

For issues:

Check authentication with check_auth_status
Run the setup command again: cd /path/to/your/monarch-mcp-server && python login_setup.py
Check error logs for detailed messages
Ensure Monarch Money service is accessible

🔄 Updates

To update the server:

Pull latest changes from repository
Restart Claude Desktop or Claude Code
Re-run authentication if needed: python login_setup.py

Monarch MCP Server

README