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Production-ready MCP server for PocketSmith personal finance API

Project description

PocketSmith MCP Server

A production-ready MCP server for the PocketSmith personal finance API

PocketSmith MCP Demo

Python 3.10+ License: MIT PyPI Tests: 180 passed Coverage: 86%

FeaturesQuick StartToolsTestingDevelopment


Features

  • 43 MCP Tools - Complete coverage of PocketSmith API v2 endpoints
  • Production Ready - Rate limiting, retry with exponential backoff, circuit breaker
  • Universal Compatibility - Works with Claude Desktop, Cursor, and any MCP-compatible client
  • Type Safe - Pydantic models for all API entities

Quick Start

Installation

# Run directly with uvx (recommended)
uvx pocketsmith-mcp

# Or install with pip
pip install pocketsmith-mcp

Getting Your API Key

  1. Navigate to Security & Integrations - Click your profile icon, then select "Security & integrations"

Navigate to Security & Integrations

  1. Create a Developer Key - Go to "Manage developer keys" and click "Create Key"

Create Developer Key

Configuration

  1. Set your environment variable:
export POCKETSMITH_API_KEY=your_api_key_here
  1. Run the server:
uvx pocketsmith-mcp

Claude Desktop Integration

Add to your Claude Desktop config:

macOS: ~/Library/Application Support/Claude/claude_desktop_config.json Windows: %APPDATA%\Claude\claude_desktop_config.json

{
  "mcpServers": {
    "pocketsmith": {
      "command": "uvx",
      "args": ["pocketsmith-mcp"],
      "env": {
        "POCKETSMITH_API_KEY": "your_api_key_here"
      }
    }
  }
}

Available Tools

User Management
Tool Description
get_current_user Get authenticated user info
get_user Get user by ID
update_user Update user settings
Account Management
Tool Description
list_accounts List all accounts
get_account Get account details
update_account Update account
delete_account Delete account
Transaction Accounts
Tool Description
list_transaction_accounts List transaction accounts
get_transaction_account Get transaction account details
update_transaction_account Update transaction account
Transactions
Tool Description
list_transactions List transactions with filters
get_transaction Get transaction details
create_transaction Create new transaction
update_transaction Update transaction
delete_transaction Delete transaction
Categories
Tool Description
list_categories List all categories
get_category Get category details
create_category Create new category
update_category Update category
delete_category Delete category
Budgeting
Tool Description
get_budget Get budget data
get_budget_summary Get budget summary
get_trend_analysis Get spending trends
clear_forecast_cache Clear forecast cache
Institutions
Tool Description
list_institutions List financial institutions
get_institution Get institution details
create_institution Create institution
update_institution Update institution
delete_institution Delete institution
Events (Budget Calendar)
Tool Description
list_events List budget events
get_event Get event details
create_event Create budget event
update_event Update event
delete_event Delete event
Attachments
Tool Description
list_attachments List attachments
get_attachment Get attachment details
create_attachment Upload attachment
update_attachment Update attachment
delete_attachment Delete attachment
Labels & Searches
Tool Description
list_labels List all labels
list_saved_searches List saved searches
Utilities
Tool Description
list_currencies List supported currencies
list_time_zones List supported time zones

Testing

Running Tests

# Run all tests
uv run pytest

# Run with coverage report
uv run pytest --cov=src/pocketsmith_mcp --cov-report=term-missing

# Run specific test file
uv run pytest tests/unit/tools/test_transactions.py

# Run tests by marker
uv run pytest -m unit          # Unit tests only
uv run pytest -m integration   # Integration tests only
uv run pytest -m e2e           # End-to-end tests (requires API key)

Test Structure

tests/
├── unit/                 # Fast, isolated tests with mocked API
│   ├── test_api_client.py
│   ├── test_errors.py
│   ├── test_rate_limiter.py
│   ├── test_circuit_breaker.py
│   ├── test_user_context.py
│   └── tools/            # Tool-specific unit tests
├── integration/          # Tests with mocked HTTP responses
│   ├── test_server.py
│   └── test_tools.py
└── conftest.py           # Shared fixtures

Coverage

The project maintains a 70% coverage threshold. Coverage reports are generated automatically:

uv run pytest --cov=src/pocketsmith_mcp --cov-report=html
open htmlcov/index.html

Development

Setup

# Clone the repository
git clone https://github.com/ajanderson1/mcp_pocketsmith.git
cd pocketsmith-mcp

# Install dependencies (including dev)
uv sync --dev

# Copy environment template
cp .env.example .env
# Edit .env and add your API key

Architecture

pocketsmith-mcp/
├── src/pocketsmith_mcp/
│   ├── __main__.py       # Entry point
│   ├── server.py         # FastMCP server setup
│   ├── config.py         # Environment configuration
│   ├── client/           # API client with resilience patterns
│   │   ├── api_client.py     # HTTP client wrapper
│   │   ├── rate_limiter.py   # Token bucket algorithm
│   │   ├── circuit_breaker.py # Fault tolerance
│   │   └── retry.py          # Exponential backoff
│   ├── models/           # Pydantic data models
│   └── tools/            # MCP tool implementations
└── tests/                # Unit and integration tests

API Resilience

The client includes production-grade resilience:

  • Rate Limiting - Token bucket algorithm (60 req/min default)
  • Retry Logic - Exponential backoff with jitter for transient failures
  • Circuit Breaker - Prevents cascade failures during outages

Environment Variables

Variable Required Default Description
POCKETSMITH_API_KEY Yes - Your PocketSmith API key
DEBUG No false Enable debug logging
API_TIMEOUT No 30 Request timeout (seconds)
MAX_RETRIES No 3 Retry attempts for failed requests
RATE_LIMIT_PER_MINUTE No 60 API rate limit

License

This project is licensed under the MIT License - see the LICENSE file for details.


Made with Python and FastMCP

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