Copilot Money MCP Server

Query and manage your personal finances with AI using local Copilot Money data

Disclaimer

This is an independent, community-driven project and is not affiliated with, endorsed by, or associated with Copilot Money or its parent company in any way. This tool was created by an independent developer to enable AI-powered queries of locally cached data. "Copilot Money" is a trademark of its respective owner.

Overview

An MCP server that gives AI assistants access to your Copilot Money personal finance data. It reads from the locally cached Firestore database (LevelDB + Protocol Buffers) on your Mac. Reads are 100% local with zero network requests.

14 cache-mode read tools (or 21 in --live-reads mode: 8 surviving cache + 13 live), plus up to 17 write tools — query and modify transactions, accounts, holdings, balances, categories, recurring charges, budgets, goals, and investment performance. See Tools by Mode below.

Contributors: writes go through an API we don't own. How the repo keeps its model of Copilot's GraphQL surface from silently drifting — the conformance ledger, live smokes, and weekly drift check — is documented in docs/CONFORMANCE_ARCHITECTURE.md.

Privacy First

We never collect, store, or transmit your data to any server operated by this project — we don't have any. See our Privacy Policy for details.

• No analytics, telemetry, or tracking of any kind
• Reads are fully local — zero network requests
• Open source — verify the code yourself

Tools by Mode

This server exposes different tools depending on which CLI flags you enable.

Passing --write implies --live-reads; you can still pass --live-reads on its own for read-only live access.

📖 See docs/tools-by-mode.md for the full per-tool inventory with status, caveats, and known limitations (goals, stock splits, response-size caps).

Quick Start

Prerequisites

• Node.js 18+ (comes bundled with Claude Desktop)
• Copilot Money (macOS App Store version)
• Claude Desktop, Cursor, or any MCP-compatible client

Installation via Claude Desktop

1. Download the latest .mcpb bundle from Releases
2. Double-click the .mcpb file to install in Claude Desktop
3. Restart Claude Desktop
4. Start asking questions about your finances!

Installation via npm

npm install -g copilot-money-mcp

Then add to your Claude Desktop configuration (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "copilot-money": {
      "command": "copilot-money-mcp"
    }
  }
}

Installation for Cursor

1. Install the package globally:

   bash

   npm install -g copilot-money-mcp
   

2. Open Cursor Settings (Cmd + ,) > Features > MCP Servers

3. Add the server configuration:

   json

   {
     "mcpServers": {
       "copilot-money": {
         "command": "copilot-money-mcp"
       }
     }
   }
   

What You Can Do

Spending Analysis

"How much did I spend on dining out last month?"

"Show me all my Amazon purchases in the last 30 days"

"What are my top 5 spending categories this year?"

Uses get_transactions (or get_transactions_live for fresh data via --live-reads) and get_categories (or get_categories_live), with date ranges, text search, and category filters.

Account Overview

"What's my net worth across all accounts?"

"Show me my checking account balance over the past 6 months, monthly"

"Which bank connections need attention?"

Uses get_accounts (or get_accounts_live for fresh balances via --live-reads), get_balance_history (with optional get_balance_history_live per-account live variant), get_connection_status, and get_networth_live for net-worth-over-time charts.

Investment Portfolio

"What are my current holdings and total returns?"

"Show me the price history for my largest equity holding over the past year"

"What's my current cost basis on META?"

Uses get_holdings (or get_holdings_live for live cost basis), get_investment_prices (or get_investment_prices_live for live per-security price history).

Budgets & Goals

"Am I on track with my budgets this month?"

"How is my emergency fund progressing?"

"Show me my goal history over the past 6 months"

Uses get_budgets (or get_budgets_live via --live-reads), and get_goals / get_goal_history (cache-only — Copilot's GraphQL endpoint doesn't expose goal data).

Subscriptions & Recurring

"What subscriptions am I paying for?"

"How much do I spend on recurring charges per month?"

Uses get_recurring_transactions (or get_recurring_live via --live-reads) and get_upcoming_recurrings_live for next-due unpaid items.

Configuration

Cache TTL

The server caches data in memory for 5 minutes. Configure via environment variable:

# Set cache TTL to 10 minutes
COPILOT_CACHE_TTL_MINUTES=10 copilot-money-mcp

# Disable caching (always reload from disk)
COPILOT_CACHE_TTL_MINUTES=0 copilot-money-mcp

# Write tools resolve account/item ids for a transaction id via a live
# window fetch when the in-memory index (fed by live reads) misses.
# Default window: 13 months. Raise it to edit older transactions:
COPILOT_WRITE_RESOLVE_WINDOW_MONTHS=30 copilot-money-mcp --write

You can also refresh manually using the refresh_database tool.

Decode Timeout

For large databases (500MB+), increase the decode timeout (default: 90 seconds):

# Via environment variable
DECODE_TIMEOUT_MS=600000 copilot-money-mcp

# Via CLI flag
copilot-money-mcp --timeout 600000

For databases over 1GB, also increase Node.js memory:

{
  "mcpServers": {
    "copilot-money": {
      "command": "node",
      "args": [
        "--max-old-space-size=4096",
        "/path/to/copilot-money-mcp/dist/cli.js",
        "--timeout", "600000"
      ]
    }
  }
}

Supported Date Periods

The period parameter supports these shortcuts:

this_month last_month last_7_days last_30_days last_90_days ytd this_year last_year

Authentication & Optional Modes

Both --live-reads and --write make authenticated calls to Copilot Money's GraphQL API at app.copilot.money/api/graphql. They require a logged-in browser session against app.copilot.money — the server reads the same Firebase refresh token the web app stores in your browser (Chrome, Arc, Safari, or Firefox).

Default mode requires no authentication and makes zero network requests — reads come from the local LevelDB cache.

--live-reads: real-time reads via GraphQL

copilot-money-mcp --live-reads

Replaces 6 cache-mode read tools (get_transactions, get_accounts, get_categories, get_budgets, get_recurring_transactions, get_holdings) with live GraphQL-backed equivalents, and adds 7 net-new ones (get_tags_live, get_networth_live, get_upcoming_recurrings_live, get_monthly_spend_live, get_balance_history_live, get_investment_prices_live, refresh_cache).

Use this when:

• You need transactions the macOS app hasn't pre-fetched yet (the auto-fetch window is typically ~30 days; past that, open the app and scroll back to force the cache to populate, or use --live-reads to query the server directly).
• You want fresh per-security cost basis or balance-over-time data.
• The macOS app hasn't synced recently.

--write: mutations via GraphQL (implies --live-reads)

copilot-money-mcp --write

Adds 17 mutation tools for transactions, tags, categories, recurrings, budgets, and split-transactions. Off by default — the server is read-only unless you opt in.

--write automatically enables --live-reads as well. Write tools resolve transaction metadata (account/item IDs) against the live GraphQL surface so they can edit any transaction the API exposes, not just the ~30 days the local LevelDB cache happens to hold. Once you've consented to the authenticated network calls writes require, there's no privacy or perf reason to keep reads pinned to the stale cache.

copilot-money-mcp --write --live-reads   # equivalent to `--write` alone; --live-reads is redundant

Configuring via Claude Desktop / Cursor

Add the flags to the args array in your MCP config:

{
  "mcpServers": {
    "copilot-money": {
      "command": "copilot-money-mcp",
      "args": ["--write"]
    }
  }
}

Restart Claude Desktop / Cursor after editing.

Known Limitations

Local Cache Dependency

This server reads from Copilot Money's local Firestore cache, not the cloud. Firestore's offline persistence caches every document the app has ever fetched, so the local database generally contains all transactions, accounts, budgets, goals, and other data you've viewed in the app. The default Firestore cache size is 100 MB (enough for tens of thousands of transactions), and older documents are only evicted via LRU garbage collection if that limit is exceeded.

To maximize cached data: Open the Copilot Money app and browse through your data (transaction history, accounts, budgets) to ensure it has been fetched and cached locally.

Goals are read-only

get_goals and get_goal_history work (cache-only), but there are no goal write tools — Copilot's GraphQL endpoint doesn't expose goal mutations. Goal creation, editing, and contributions are mobile-only in Copilot itself, and live in a path our project can't reach without iOS / desktop traffic capture.

Investment splits are limited to currently-held securities

get_investment_splits returns split events (date + adjustment multiplier) for securities you currently hold. Securities you no longer hold eventually fall out of the cache. There's no GraphQL endpoint for splits, so this is the only path.

Also: get_investment_prices and get_investment_prices_live already return split- and dividend-adjusted prices (Copilot applies Plaid's adjustment factors server-side). You generally don't need raw split events to back-correct prices.

Live investment prices are ownership-gated

get_investment_prices_live only works for securities currently in your linked accounts. Asking for a price series on a ticker you don't own returns an explicit "not in your linked accounts" error.

Long time-series responses are capped

Time-series live tools (get_balance_history_live, get_networth_live, get_investment_prices_live) cap responses at 500 rows by default to fit the MCP single-tool-result token limit. Pass max_rows / offset to paginate, or narrow time_frame for fewer rows.

Troubleshooting

Database Not Found

If you see "Database not available":

1. Ensure Copilot Money is installed and has synced data
2. Check the database location: ~/Library/Containers/com.copilot.production/Data/Library/Application Support/firestore/__FIRAPP_DEFAULT/copilot-production-22904/main
3. Verify .ldb files exist in the directory
4. Provide a custom path: copilot-money-mcp --db-path /path/to/database

Decode Worker Timed Out

If you see "Decode worker timed out":

1. Increase the timeout: copilot-money-mcp --timeout 300000 (5 minutes)
2. For 1GB+ databases, also increase Node.js memory: node --max-old-space-size=4096 dist/cli.js --timeout 300000

No Transactions Found

• Open the Copilot Money app and wait for sync
• The database structure may have changed — open an issue

Contributing

See CONTRIBUTING.md for development setup, architecture, and how to add new tools.

License

MIT License - See LICENSE for details.

Acknowledgments

• Built with MCP SDK by Anthropic
• Data validation with Zod
• Developed with Bun