MCP-Server

MCP-Server is a small Python workspace built around a FastMCP server. The main package lives in my-mcp/ and exposes a server named DataTools that combines local weather data from SQLite with live cryptocurrency tools from CoinGecko.

What it includes

• MCP tools for querying weather readings and calculating averages from the local database

• MCP tools for fetching crypto prices and top coins from CoinGecko

• A dynamic MCP resource at weather://latest

• A weather summary prompt for client-side LLM workflows

• SQLite persistence with SQLAlchemy models and Alembic migrations

• Docker support for running the server in a container

Related MCP server: Weather Service MCP Server

Repository layout

.
├── Dockerfile
├── pyproject.toml
├── uv.lock
└── my-mcp/
    ├── alembic.ini
    ├── migrations/
    ├── data/
    ├── pyproject.toml
    ├── README.md
    └── src/my_mcp/
        ├── server.py
        └── db/

Requirements

• Python 3.14

• uv

Setup

Install dependencies from the workspace root:

uv sync

The server uses environment variables from .env when available. The most important ones are:

• HOST - bind address for the MCP server, for example 0.0.0.0

• PORT - SSE port, for example 8080

• DB_PATH - path to the SQLite database, defaulting to data/app.db

Database

The database schema is managed with Alembic and stored in SQLite.

Run migrations from the package directory:

cd my-mcp
uv run alembic upgrade head

If you want sample data, you can seed the database with:

cd my-mcp
uv run python -m my_mcp.db.seed

Run locally

Start the server from the repository root:

uv run --package my-mcp my-mcp

By default the server runs over SSE and listens on the host and port defined by HOST and PORT.

Docker

Build the image:

docker build -t mcp-server .

Run it:

docker run --rm -p 8080:8080 -e HOST=0.0.0.0 -e PORT=8080 -e DB_PATH=data/app.db mcp-server

MCP tools and resource

Tools

• readings_for_city(city, hours=6) - returns recent weather readings for a city

• average_temp(city, hours=6) - returns the average temperature for a city

• get_crypto_price(coin_id="bitcoin") - returns price, market cap, and 24h change for a coin

• get_top_coins(limit=5) - returns the top cryptocurrencies by market cap

Resource

• weather://latest - returns the newest weather reading in the database

Prompt

• weather_summary(city, hours=6) - prepares a concise weather summary prompt for a client or LLM

Client configuration

For SSE-based clients, point them at the running server URL, for example:

http://localhost:8080/sse

For Claude Desktop or similar tools, use a command-based config that launches uv run --package my-mcp my-mcp from this repository.

Notes

• The crypto tools call the public CoinGecko API, so internet access is required.

• The database file is created automatically if it does not exist.

• Alembic is already configured to use sqlite:///./data/app.db inside my-mcp/alembic.ini.