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licenseB
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maintenanceMCP server for tracking personal expenses using FastMCP and SQLite, enabling adding, listing, updating, deleting expenses and summarizing by category via natural language tools.
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expense-tracker-remote-mcp-server
by MuazamAbbas
Deploy the MCP server to Prefect Horizon for remote access.
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@expense-tracker-remote-mcp-server show me the monthly trend for last 3 months"
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
Expense Tracker Remote MCP Server
A remote MCP server for expense tracking with async support, built with FastMCP.
Features
8 Async Tools for managing expenses
2 Resources for quick data access
SQLite Database for persistent storage
HTTP Transport for remote access
Related MCP server: Expense Tracker MCP Server
Tools
Tool | Description |
| Add a new expense (amount, category, date, description, subcategory) |
| List expenses with filters (category, date range) |
| Get spending summary grouped by category |
| Delete an expense by ID |
| Update existing expense details |
| Check budget vs actual spending |
| Monthly spending trends over time |
| Search expenses by description keyword |
Resources
Resource | Description |
| Current month's expenses |
| Overall spending summary |
Installation
# Install dependencies
uv sync
# or
pip install -e .Running
# Run with stdio transport (for local development)
uv run python main.py
# Run with HTTP transport (for remote access)
uv run python main.py httpEnvironment Variables
Variable | Default | Description |
|
| Path to SQLite database |
|
| Default monthly budget |
Deployment
This server is designed to be deployed to Prefect Horizon.
Steps to Deploy:
Push this code to a GitHub repository
Login to horizon.prefect.io with GitHub
Connect your repository
Configure:
Server name:
expense-trackerEntrypoint:
main.py:mcp
Deploy!
Your server will be available at: https://your-server-name.fastmcp.app/mcp
Usage with Claude Desktop
Add to your claude_desktop_config.json:
{
"mcpServers": {
"expense-tracker": {
"url": "https://your-server.fastmcp.app/mcp"
}
}
}Development
# Run in development mode with auto-reload
uv run fastmcp dev main.py:mcp
# Inspect server
uv run fastmcp inspect main.py:mcpLicense
MIT
Available Tools
8 toolsadd_expenseC
Add a new expense to the database.
Inputs: amount (required), category (required), date, description, +1 more. Returns: object
delete_expenseA
Delete an expense by its ID.
Inputs: expense_id (required). Returns: object
get_budget_statusB
Check budget vs actual spending for current month.
Inputs: budget. Returns: object
get_monthly_trendB
Get monthly spending trends over time.
Inputs: months. Returns: object
get_summaryC
Get spending summary grouped by category.
Inputs: category, end_date, start_date. Returns: object
list_expensesB
List expenses with optional filters for category and date range.
Inputs: limit, category, end_date, start_date. Returns: object
search_expensesA
Search expenses by description keyword.
Inputs: keyword (required), limit. Returns: object
update_expenseC
Update an existing expense's details.
Inputs: expense_id (required), date, amount, category, +2 more. 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 8 tools
Disambiguation4/5
Each tool targets a distinct operation (add, list, update, delete, summary, budget, trend, search). list_expenses and search_expenses both retrieve expenses, but list uses filters while search uses keyword, and descriptions clarify the difference.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern in snake_case (e.g., add_expense, list_expenses, get_summary). This makes the set predictable and easy to navigate.
Tool Count5/5
With 8 tools, the server is well-scoped for expense management. Each tool serves a clear purpose without redundancy or bloat, covering core CRUD plus useful analytics.
Completeness4/5
The surface covers add, list, update, delete, summary, budget check, trend, and search—solid coverage for expense tracking. Minor gaps like a dedicated get-by-ID or budget-setting tool, but these are not critical and can be worked around.
Maintenance
ActivityInactive
ResponsivenessNo recent community issues
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