
AI Agent for MCP Weather
Seamlessly integrate real-time weather data into your AI and SaaS workflows using the MCP Weather Server. Powered by the AccuWeather API, this server delivers accurate hourly and daily forecasts, enabling your applications or large language models to provide up-to-date weather insights for any global location. Unlock elevated user experiences with robust weather capabilities, supporting both metric and imperial units.

Accurate Hourly Weather Forecasts
Empower your applications with precise hourly weather data for the next 12 hours, directly from the MCP Weather server. Ideal for time-sensitive planning, logistics, and location-based AI services, you can easily retrieve up-to-date weather conditions using the weather-get_hourly tool.
- Next 12 Hours Forecast.
- Access hourly weather conditions for any location, supporting detailed short-term planning and notifications.
- Metric & Imperial Units.
- Choose between Celsius and Fahrenheit units to match your application's audience and requirements.
- Real-Time Data Retrieval.
- Get the latest weather instantly, ensuring users always see the most current information.
- Global Coverage.
- Fetch forecasts for cities worldwide with simple location-based search.

Comprehensive Daily Forecasts
Offer your users reliable daily weather forecasts for up to 15 days ahead. The weather-get_daily tool delivers extended forecast data, including temperature, precipitation, and weather conditions, perfect for travel, events, and business planning.
- Up to 15-Day Forecasts.
- Plan ahead with daily weather insights for up to 15 days, supporting everything from travel to operations.
- Precipitation & Conditions.
- Access detailed data on expected rain, snow, and conditions to help users prepare for the elements.
- Flexible Parameters.
- Customize forecast range and units to perfectly fit user and app needs.

LLM & SaaS Integration Ready
MCP Weather Server is designed for seamless integration with large language models (LLMs) like Claude and SaaS platforms. Enable your AI agents to answer weather-related queries, automate user notifications, and enhance conversational experiences with up-to-date, context-aware weather data.
- LLM Plugin Support.
- Integrate with Claude Desktop or any MCP-compatible client for conversational weather capabilities.
- Fast & Easy Deployment.
- Deploy via npx or integrate into your existing Node.js/SaaS environment with minimal setup.
MCP INTEGRATION
Available Weather MCP Integration Tools
The following tools are available as part of the Weather MCP integration:
- weather-get_hourly
Provides hourly weather forecasts for the next 12 hours based on the specified location and units.
- weather-get_daily
Delivers daily weather forecasts for up to 15 days for a given location, with customizable units and forecast length.
Connect Your MCP Weather Server with FlowHunt AI
Connect your MCP Weather Server to a FlowHunt AI Agent. Book a personalized demo or try FlowHunt free today!
What is MCP Weather
MCP Weather is an open-source Model Context Protocol (MCP) server developed by Tim Luka Horstmann. It provides AI agents and applications with seamless access to hourly and daily weather forecasts sourced from the AccuWeather API. Designed primarily for integration into AI workflows, MCP Weather delivers forecasts for up to 15 days, supports both metric and imperial units, and allows users to retrieve detailed information such as temperature, weather conditions, and precipitation. The project aims to make weather data easily accessible to automated systems, enabling smarter, context-aware decision-making for both personal and enterprise solutions.
Capabilities
What we can do with MCP Weather
MCP Weather enables users and AI agents to fetch reliable, up-to-date weather forecasts for any location. Its integration with the AccuWeather API allows robust weather insights, making it suitable for a wide array of applications from personal planning to automated agent decision-making.
- Get multi-day forecasts
- Access up to 15 days of hourly and daily weather data for any location.
- Choose your units
- Retrieve weather information in both metric (°C) and imperial (°F) formats.
- Detailed weather insights
- View temperature, condition summaries, and precipitation details in a single request.
- Seamless API integration
- Easily connect weather data into AI agents, smart apps, or automation workflows.
- Open-source and extensible
- Freely use, modify, and extend the MCP Weather server for custom needs.

How AI Agents Benefit from MCP Weather
AI agents can leverage MCP Weather to enhance their context awareness and decision-making. By integrating reliable, real-time weather forecasts, agents can adjust recommendations, automate weather-dependent actions, and provide users with personalized, proactive insights. This empowers AI-powered systems in sectors like travel, logistics, agriculture, and daily personal planning to make smarter, data-driven choices.