Ledger MCP Server
Enables querying personal finance reports (merchant spending, largest expenses) and performing currency conversion via a local SQLite database.
README
Ledger
A small personal finance ledger for importing Revolut CSV exports into SQLite, running spending reports, and exposing ledger/currency utilities over MCP.
What It Does
- Imports Revolut CSV rows into a normalized
ledger_entriestable. - Stores ledger data in a local SQLite database.
- Generates JSON reports for merchant spending and largest expenses.
- Provides an MCP stdio server with ledger report tools and currency conversion.
- Uses TypeScript, Vitest, oxlint, and oxfmt for development checks.
Requirements
- Node.js
>=22.18 - npm
Setup
npm install
Initialize the default local database at data/ledger.sqlite:
npm run db:init
You can pass a custom database path directly to the underlying CLI:
node src/cli/init-db.ts path/to/ledger.sqlite
Import Revolut Data
Inspect a Revolut CSV export before importing:
npm run inspect:revolut -- path/to/revolut.csv
Import rows into the default database:
npm run import:revolut -- path/to/revolut.csv
Import into a custom database:
npm run import:revolut -- path/to/revolut.csv path/to/ledger.sqlite
Imports are idempotent per source file and source row. Duplicate rows are skipped using the database uniqueness constraint.
Reports
Find monthly spending for a merchant:
npm run report:monthly-merchant -- "Merchant Name"
Find the month with the most posted card payments for a merchant:
npm run report:busiest-merchant-month -- "Merchant Name"
Find the largest expense, optionally filtered:
npm run report:largest-expense -- --merchant "Merchant Name"
npm run report:largest-expense -- --date-from 2026-01-01 --date-to 2026-01-31
npm run report:largest-expense -- --time-from 12:00 --time-to 14:00
All report commands print JSON.
MCP Server
Start the stdio MCP server:
npm run mcp:server
By default, the server reads from data/ledger.sqlite. Set LEDGER_DB_PATH to
point at another database:
LEDGER_DB_PATH=path/to/ledger.sqlite npm run mcp:server
Available MCP tools:
find_busiest_merchant_monthfind_largest_expensefind_total_merchant_spendingconvert_currency
Smoke-test the MCP clients:
npm run mcp:smoke
Development
Run the full check suite:
npm run check
Run individual checks:
npm run typecheck
npm test
npm run lint
npm run format:check
Format and lint-fix locally:
npm run format
npm run lint:fix
Project Layout
src/agent/ Local agent/MCP chat helpers
src/cli/ Command-line entry points
src/domain/ Core ledger, money, date, time, and currency types
src/exchange-rates/ NBP exchange-rate integration
src/importers/ Source-specific importers, currently Revolut
src/mcp/ MCP server and smoke clients
src/presentation/ Formatting helpers
src/reports/ Report queries and calculations
src/storage/ SQLite setup and persistence helpers
src/tools/ MCP tool implementations
Notes
- Currency support is currently limited to
PLN,CHF, andEUR. - Currency conversion uses the latest NBP table A average exchange rates.
- The SQLite database is local; keep personal export files and database files out of version control.
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