MCP-Weather Server
Connects to the DeepSeek platform (which uses the OpenAI API format) to access LLM capabilities through the deepseek-chat model.
Click on "Install 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., "@MCP-Weather Serverwhat's the forecast for Tokyo tomorrow?"
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.
MCP-Augmented LLM for Reaching Weather Information
Overview
This system enhances Large Language Models (LLMs) with weather data capabilities using the Model Context Protocol (MCP) framework.
Related MCP server: mcp-weather
Demo

Components
MCP Client: Store LLms
MCP Server: Intermediate agent connecting external tools / resources
Configuration
DeepSeek Platform
BASE_URL=https://api.deepseek.com
MODEL=deepseek-chat
OPENAI_API_KEY=<your_api_key_here>OpenWeather Platform
OPENWEATHER_API_BASE=https://api.openweathermap.org/data/2.5/weather
USER_AGENT=weather-app/1.0
API_KEY=<your_openweather_api_key>Installation & Execution
Initialize project:
uv init weather_mcp
cd weather_mcpwhere weather_mcp is the project file name.
Install dependencies:
uv add mcp httpxLaunch system:
cd ./utils
python client.py server.pyNote: Replace all
<your_api_key_here>placeholders with actual API keys
This server cannot be installed
Maintenance
Resources
Unclaimed servers have limited discoverability.
Looking for Admin?
If you are the server author, to access and configure the admin panel.
Related MCP Servers
- Flicense-qualityDmaintenanceA Model Context Protocol (MCP) server that enables AI assistants and LLMs to access real-time weather data and forecasts by connecting to the OpenWeatherMap API.
- Flicense-qualityDmaintenanceA Model Context Protocol (MCP) server built with the mcp-framework to provide weather-related tools and data to AI clients. It enables integration of weather capabilities and custom tools into the MCP ecosystem for use with platforms like Claude Desktop.11
- Flicense-qualityBmaintenanceA lightweight Model Context Protocol (MCP) server that gives AI assistants the ability to fetch real-time weather data for any city using the OpenWeatherMap API.1
- Flicense-qualityDmaintenanceA Model Context Protocol (MCP) server that provides weather data using the OpenWeather One Call API 3.0. This server allows AI agents to access current weather, forecasts, and historical weather data for any location.6
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