Weather App

Weather App

Example MCP server implementation for weather data with testing and pre-commit setup

mindsightventures

Research & Data
Visit Server

README

Weather App

CI codecov

A command-line and MCP-based weather application that provides current weather conditions, forecasts, and alerts for locations worldwide.

Features

  • Get current weather conditions for any location
  • Get daily weather forecasts
  • Get hourly weather forecasts
  • Get weather alerts
  • Get weather by coordinates
  • Automatic location detection
  • Test API connection
  • Check API key and subscription status

Installation

Prerequisites

  • Python 3.12 or higher
  • uv package manager

Setup

  1. Clone this repository:

    git clone <repository-url>
    cd weather-app
    
  2. Create a .env file in the root directory with your OpenWeatherMap API key:

    OPENWEATHER_API_KEY=your_api_key_here
    

    You can get an API key from OpenWeatherMap.

  3. Run the installation script:

    ./scripts/install.sh
    

    For development setup, use:

    ./scripts/install.sh --dev
    

Usage

Run the weather app:

./scripts/run_weather.sh

This will start the MCP server with the following available tools:

  • get_current_weather: Get current weather conditions
  • get_forecast: Get daily weather forecast
  • get_hourly_forecast: Get hourly weather forecast
  • get_alerts: Get weather alerts
  • get_weather_by_coordinates: Get weather by coordinates
  • get_user_location: Get your current location
  • test_api_connection: Test the API connection
  • check_api_key_and_subscription: Check your API key and subscription

Development

Code Style and Linting

This project uses:

  • Black for code formatting
  • isort for import sorting
  • Ruff for linting
  • mypy for type checking

All of these tools are configured in the pyproject.toml file.

Pre-commit Hooks

We use pre-commit hooks to ensure code quality. After installing the development dependencies, the hooks are automatically set up.

To manually install the pre-commit hooks:

uv run pre-commit install

To run the pre-commit hooks manually:

uv run pre-commit run --all-files

Testing

Run the tests:

./scripts/run_tests.sh

Run with coverage:

./scripts/run_tests.sh --coverage

Run integration tests (requires API key):

./scripts/run_tests.sh --integration

Run integration tests with coverage:

./scripts/run_tests.sh --integration --coverage

Creating an MCP Server

To create your own MCP server using this project as a template:

  1. Install the project with development dependencies:

    ./scripts/install.sh --dev
    
  2. Create a new Python file with your MCP server implementation:

    import os
    from dotenv import load_dotenv
    from mcp.server.fastmcp import FastMCP
    
    # Load environment variables
    load_dotenv()
    
    # Initialize FastMCP server
    mcp = FastMCP("your-app-name")
    
    # Define your tools
    @mcp.tool
    async def your_tool(param1: str, param2: int) -> str:
        """Tool description."""
        # Your implementation here
        return "Result"
    
    # Run the server
    if __name__ == "__main__":
        mcp.run()
    
  3. Run your server:

    python your_server.py
    

License

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

Recommended Servers

Crypto Price & Market Analysis MCP Server

Crypto Price & Market Analysis MCP Server

A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.

Featured
TypeScript
MCP PubMed Search

MCP PubMed Search

Server to search PubMed (PubMed is a free, online database that allows users to search for biomedical and life sciences literature). I have created on a day MCP came out but was on vacation, I saw someone post similar server in your DB, but figured to post mine.

Featured
Python
dbt Semantic Layer MCP Server

dbt Semantic Layer MCP Server

A server that enables querying the dbt Semantic Layer through natural language conversations with Claude Desktop and other AI assistants, allowing users to discover metrics, create queries, analyze data, and visualize results.

Featured
TypeScript
mixpanel

mixpanel

Connect to your Mixpanel data. Query events, retention, and funnel data from Mixpanel analytics.

Featured
TypeScript
Sequential Thinking MCP Server

Sequential Thinking MCP Server

This server facilitates structured problem-solving by breaking down complex issues into sequential steps, supporting revisions, and enabling multiple solution paths through full MCP integration.

Featured
Python
Nefino MCP Server

Nefino MCP Server

Provides large language models with access to news and information about renewable energy projects in Germany, allowing filtering by location, topic (solar, wind, hydrogen), and date range.

Official
Python
Vectorize

Vectorize

Vectorize MCP server for advanced retrieval, Private Deep Research, Anything-to-Markdown file extraction and text chunking.

Official
JavaScript
Mathematica Documentation MCP server

Mathematica Documentation MCP server

A server that provides access to Mathematica documentation through FastMCP, enabling users to retrieve function documentation and list package symbols from Wolfram Mathematica.

Local
Python
kb-mcp-server

kb-mcp-server

An MCP server aimed to be portable, local, easy and convenient to support semantic/graph based retrieval of txtai "all in one" embeddings database. Any txtai embeddings db in tar.gz form can be loaded

Local
Python
Research MCP Server

Research MCP Server

The server functions as an MCP server to interact with Notion for retrieving and creating survey data, integrating with the Claude Desktop Client for conducting and reviewing surveys.

Local
Python