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monarch-mcp

monarch-mcp

by bkichler

monarch-mcp

MCP server bridging Claude (Desktop, Code, or any MCP client) to Monarch Money for personal-finance analysis and lightweight edits.

Wraps the unofficial monarchmoney Python client.

Features

Group

Tools

Transactions

list_transactions (with full filter set), get_transaction, get_transactions_summary

Tags

list_tags, create_tag, set_transaction_tags

Categories

list_categories, list_category_groups, create_category, delete_category

Accounts

list_accounts

Net worth

get_net_worth_history, get_net_worth_by_type, get_account_history

Cash flow

get_cash_flow, get_cash_flow_summary

Budgets / goals

get_budgets (includes v2 goals), set_budget

Upstream API gaps

The following are not exposed because the upstream library does not implement them:

  • Tags: no rename, no delete.

  • Categories: no rename (delete is supported).

  • Goals: read-only (returned alongside get_budgets); no create/update/delete.

Related MCP server: monarch-mcp2

Install

Requires Python 3.10+ and an OS keychain that the keyring package can talk to (macOS Keychain, Windows Credential Manager, GNOME Keyring / KWallet via D-Bus on Linux).

pipx installs the package into its own venv and puts the monarch-mcp / monarch-mcp-setup entry points on your $PATH:

pipx install .

Alternative: pip in a venv

python3 -m venv .venv
source .venv/bin/activate    # Windows: .venv\Scripts\activate
pip install .

If you go this route, Claude Desktop will need the absolute path to the venv's monarch-mcp binary (see below).

Linux note

On a headless Linux box (or WSL2 without a desktop session), keyring won't find a backend by default. Either:

  • install gnome-keyring and run dbus-launch so the daemon is reachable, or

  • install keyrings.alt (pip install keyrings.alt) and accept that secrets land in a plaintext file under ~/.local/share/python_keyring/ — fine for a personal dev box, not fine for shared machines.

Configure credentials

Run once to store your Monarch email, password, and (optional but recommended) MFA TOTP secret in the OS keychain. All three live under service name monarch-mcp.

monarch-mcp-setup set       # interactive prompts (password + MFA are hidden input)
monarch-mcp-setup show      # report which fields are stored (values not echoed)
monarch-mcp-setup clear     # wipe all three fields

monarch-mcp-setup with no subcommand defaults to set.

About the MFA secret

When you enable MFA in Monarch, the setup screen shows a QR code and a base32 string (often labelled "secret key" or "manual entry code"). That base32 string is what monarch-mcp-setup is asking for — not a 6-digit code.

Storing it lets the server compute TOTP codes itself and re-authenticate unattended after the session pickle expires. Without it, every session expiry forces you to manually re-login by clearing credentials and running set again with a fresh code.

If you didn't capture the secret when you first enrolled, you can re-enroll your authenticator in Monarch's settings to see it again.

Where session state lives

After the first successful login, the server caches a session pickle so subsequent process starts skip the login round-trip:

  • Default: ~/.config/monarch-mcp/session.pickle

  • Override: set the MONARCH_MCP_SESSION_DIR env var to a directory of your choice

If the pickle gets corrupted or rejected by Monarch, the server silently falls back to a fresh login using the stored credentials — you don't need to clear it manually.

Wire into Claude Desktop

Edit claude_desktop_config.json:

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

  • Windows: %APPDATA%\Claude\claude_desktop_config.json

  • Linux: ~/.config/Claude/claude_desktop_config.json

Add an entry under mcpServers:

{
  "mcpServers": {
    "monarch": {
      "command": "monarch-mcp"
    }
  }
}

If monarch-mcp isn't on the $PATH Claude Desktop sees (common when you used a venv rather than pipx), give it the absolute path:

{
  "mcpServers": {
    "monarch": {
      "command": "/Users/you/code/monarch-mcp/.venv/bin/monarch-mcp"
    }
  }
}

To park the session pickle somewhere non-default:

{
  "mcpServers": {
    "monarch": {
      "command": "monarch-mcp",
      "env": { "MONARCH_MCP_SESSION_DIR": "/Users/you/.local/share/monarch-mcp" }
    }
  }
}

Restart Claude Desktop. The tools should appear in the MCP picker.

Wire into Claude Code

claude mcp add monarch monarch-mcp

Notes on the tool surface

  • All date arguments are ISO YYYY-MM-DD strings.

  • IDs (category, tag, account) are opaque strings — discover them via the corresponding list_* tool before calling filtered endpoints.

  • set_budget requires exactly one of category_id or category_group_id.

  • list_transactions paginates: pass limit and offset to walk results larger than the default 100.

Development & tests

The test suite is hermetic — it stubs keyring, monarchmoney, and mcp.server.fastmcp when those packages aren't installed, so you can run it without network access or a keychain backend.

Setup

python3 -m venv .venv
source .venv/bin/activate
pip install -e '.[dev]'

-e .[dev] installs the package editable plus pytest and pytest-asyncio.

Run

pytest                              # full suite (~80ms, 43 tests)
pytest tests/test_server.py         # one module
pytest -k "set_budget"              # one keyword
pytest -v                           # verbose, lists each test

Pytest config lives in pyproject.toml under [tool.pytest.ini_options]:

  • pythonpath = ["src"] — lets from monarch_mcp import ... resolve without an editable install (handy in CI containers that don't run pip install).

  • asyncio_mode = "auto" — async test functions don't need a @pytest.mark.asyncio decorator.

  • testpaths = ["tests"] — bare pytest finds the suite.

Layout

src/monarch_mcp/
  auth.py     — keychain wrapper (get/set/delete + require_login_credentials)
  setup.py    — monarch-mcp-setup CLI (set / show / clear)
  server.py   — FastMCP server, lazy-login client, all tool definitions
tests/
  conftest.py — third-party stubs + clean_keyring / fake_mm_client / server_with_fake_client fixtures
  test_auth.py
  test_setup.py
  test_server.py

Writing a new tool

  1. Add an @mcp.tool()-decorated async function to src/monarch_mcp/server.py. The docstring becomes the MCP tool description Claude sees, so write it for Claude.

  2. If it calls a new MonarchMoney method, add the method name to _FAKE_METHODS in tests/conftest.py so fake_mm_client mocks it out.

  3. Add a test in tests/test_server.py using the server_with_fake_client fixture — assert on client.<method>.await_args.kwargs to confirm the call shape.

What the fixtures do

  • clean_keyring — clears the in-memory keyring stub before each test (no-op when real keyring is installed).

  • fake_mm_client — MagicMock whose Monarch methods are AsyncMocks returning {"called": <method_name>}.

  • server_with_fake_client — monkeypatches server._client to the fake, so tool calls bypass _get_client() and the login flow entirely. Tests that do exercise login (test_get_client_*) reset _client to None and patch server.MonarchMoney directly.

Available Tools

18 tools
create_categoryC

Create a new category under the given group.

Inputs: group_id (required), name (required), icon, rollover_enabled. Returns: object

create_tagA

Create a new tag. Color is a hex string like '#ff0000'.

Inputs: name (required), color (required). Returns: object

delete_categoryB

Delete a category by ID.

Inputs: category_id (required). Returns: object

get_account_historyB

Historical balance snapshots for a single account.

Inputs: account_id (required). Returns: object

get_budgetsC

Budget plan vs. actuals for the date range. Includes v2 goals when present.

Inputs: start_date, end_date. Returns: object

get_cash_flowB

Cash flow aggregated by category, group, and merchant for the date range.

Inputs: limit, start_date, end_date. Returns: object

get_cash_flow_summaryA

Top-line cash flow numbers only (income, expense, savings).

Inputs: start_date, end_date. Returns: object

get_net_worth_by_typeC

Net worth broken down by account type. Timeframe: 'month' or 'year'.

Inputs: start_date (required), timeframe. Returns: object

get_net_worth_historyA

Daily net-worth snapshots aggregated across all accounts.

Optional account_type filters to a single type (e.g. 'brokerage'). Dates are ISO YYYY-MM-DD.

Inputs: start_date, end_date, account_type. Returns: object

get_transactionA

Return full detail for a single transaction (includes splits, tags, attachments).

Inputs: transaction_id (required). Returns: object

get_transactions_summaryB

Aggregate stats (count, sum, average, max) across all transactions.

Inputs: no named parameters. Returns: object

list_accountsA

List all configured accounts with current balances and metadata.

Inputs: no named parameters. Returns: object

list_categoriesA

List all transaction categories.

Inputs: no named parameters. Returns: object

list_category_groupsA

List all category groups (the parent groupings for categories).

Inputs: no named parameters. Returns: object

list_tagsA

List all transaction tags.

Inputs: no named parameters. Returns: object

list_transactionsA

List transactions with optional filters. Dates are ISO YYYY-MM-DD.

Use list_categories / list_tags / list_accounts to discover the IDs needed for the *_ids filter arguments.

Inputs: limit, offset, start_date, end_date, +9 more. Returns: object

set_budgetA

Set a budget amount. Provide exactly one of category_id or category_group_id.

timeframe: 'month' or 'year'. apply_to_future propagates the change forward.

Inputs: amount (required), category_id, category_group_id, timeframe, +2 more. Returns: object

set_transaction_tagsB

Replace the set of tags on a transaction with the given tag IDs.

Inputs: transaction_id (required), tag_ids (required). Returns: object

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    B3.4/5.0

    Scored across 18 tools

    Disambiguation5/5

    Each tool targets a distinct financial entity or operation (e.g., categories, tags, budgets, transactions, cash flow, net worth). No two tools have overlapping functionality; even related tools like get_cash_flow and get_cash_flow_summary are clearly differentiated by detail level.

    Naming Consistency5/5

    All tool names follow a consistent verb_noun pattern using snake_case (e.g., create_category, get_budgets, list_transactions). Verbs are uniformly chosen (create, delete, get, list, set) and nouns are plural or singular as appropriate.

    Tool Count5/5

    18 tools cover the major areas of personal finance management (accounts, transactions, categories, tags, budgets, cash flow, net worth) without being overwhelming. The count is within the optimal 3-15 range, though slightly above, but still well-scoped for the domain.

    Completeness2/5

    The tool surface has significant gaps: no update or delete for transactions, no delete for tags, no update for categories or tags. While core reads and some writes exist, essential lifecycle operations (especially delete and update for transactions) are missing, limiting agent workflows.

    Maintenance

    ActivityInactive
    ResponsivenessOutdated data

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