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Finance App

Finance App

by youssefaltai

Finance App

Double-entry accounting service for personal finance with MCP (Model Context Protocol) tools. Provides a ledger, budgets, and analytics over PostgreSQL, exposed as an MCP server for use by AI agents and the central chat agent.

Features

  • Double-entry ledger: Accounts (ASSET, LIABILITY, EQUITY, EXPENSE, REVENUE) with enforced balance invariants

  • MCP tools (exposed via SSE for agent use):

    • Accounts: create account, list accounts, get account balance

    • Transactions: transfer between accounts, record expense, record income

    • Budgets: create budget for an expense account over a date range, get available-to-spend

    • Analytics: net worth, expense breakdown, cashflow

  • Health endpoint for load balancers and orchestration

  • Docker Compose with PostgreSQL; runs on a shared web network for Caddy and chat-agent integration

Related MCP server: Agent Ledger

Prerequisites

  • Docker and Docker Compose

  • An existing Docker network named web (e.g. docker network create web)

Quick Start

  1. Clone and enter the repo

    git clone https://github.com/youssefaltai/finance-app.git
    cd finance-app
  2. Configure environment

    cp .env.example .env

    Edit .env and set at least:

    • SERVICE_NAME=finance

    • SERVICE_PORT=3000

    • DATABASE_URL — PostgreSQL connection URL (default in code: postgresql+psycopg2://finance:finance@postgres:5432/finance)

  3. Run with Docker

    docker compose up -d --build
  4. Verify

    • GET http://localhost:3000/health → {"status": "ok", "service": "finance"}

    • MCP SSE endpoint: GET http://localhost:3000/mcp/sse (for agent connections)

Configuration

Variable

Description

Default

SERVICE_NAME

Service name in health response

finance

SERVICE_PORT

Port the app listens on

3000

DATABASE_URL

PostgreSQL URL (SQLAlchemy style)

postgresql+psycopg2://finance:finance@postgres:5432/finance

MCP_ENABLED

Mount MCP at /mcp

true

OPENAI_API_KEY

Not used by this service; optional

—

REDIS_URL

Not used by this service; optional

—

Integration (Caddy + Chat Agent)

  • Caddy: Add a route so the service is reachable, e.g.
    handle_path /finance/* { reverse_proxy finance_app:3000 }

  • Chat agent: Add this service’s MCP SSE URL to MCP_SERVER_URLS, e.g.
    MCP_SERVER_URLS=http://finance_app:3000/mcp/sse

Then the chat agent can use the finance tools (accounts, transactions, budgets, analytics) in conversation.

Project Structure

app/
  main.py       # FastAPI app: /health, MCP mounted at /mcp
  config.py     # Pydantic settings from .env
  mcp.py        # FastMCP instance, tool discovery, SSE sub-app
  db/           # SQLAlchemy models and session
  services/     # Ledger, finance, analytics business logic
  tools/        # MCP tool wrappers (account_tools, transaction_tools, budget_tools, analytics_tools)

MCP Endpoints

  • SSE (agent connects here): GET /mcp/sse

  • Messages (used by MCP client): /mcp/messages/

Validation Checklist

  • GET /health returns {"status": "ok", "service": "finance"}

  • MCP tools are available at GET /mcp/sse

  • Double-entry invariant is enforced; balances and analytics are computed from journal entries

License

MIT

Tool Schema Changelog

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

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