aigeon-ai/weather
weather is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
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The Weather MCP Server provides comprehensive weather data and forecasts for real-time integration into applications.
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AI Evaluation ReportTotal Score: 8/10
The agent demonstrates a strong ability to provide detailed and comprehensive weather forecasts and current weather conditions for various locations. It excels in delivering 5-day forecasts and severe weather alerts with high accuracy and clarity. However, there are some areas for improvement, such as ensuring the accuracy of current weather data and including timestamps to enhance the relevance of the information. Overall, the agent performs well in providing weather-related information, with minor discrepancies that are typical in weather forecasting.
Test case 1
Score: 4/10What is the current weather in New York City, including temperature, humidity, wind speed, and general conditions?Location: New York City, NY, USA Temperature: 22.2°C Humidity: 73% Wind Speed: 1.54 m/s (from the north) General Conditions: Few clouds
Test case 2
Score: 9/10What is the 5-day weather forecast for Tokyo, Japan, including temperature predictions, precipitation, and general weather conditions?5-Day Weather Forecast for Tokyo, Japan
Day 1: August 2, 2025
- Temperature: 33.1°C
- Weather: Scattered clouds
- Precipitation: 0 mm
- Wind: 4.12 m/s, SSE Day 2: August 3, 2025
- Temperature: 31.0°C (high); 27.1°C (low)
- Weather: Scattered clouds
- Precipitation: 0 mm
- Wind: 1.54 m/s, NNW Day 3: August 4, 2025
- Temperature: 32.5°C (high); 28.3°C (low)
- Weather: Scattered clouds
- Precipitation: 0 mm
- Wind: 2.57 m/s, S Day 4: August 5, 2025
- Temperature: 35.7°C (high); 29.0°C (low)
- Weather: Few clouds
- Precipitation: 0 mm
- Wind: 4.12 m/s, S Day 5: August 6, 2025
- Temperature: 33.5°C (high); 28.2°C (low)
- Weather: Few clouds
- Precipitation: 0 mm
- Wind: 2.57 m/s, SSW
Summary:
- The weather in Tokyo over the next five days is expected to be mostly hot with scattered to few clouds. Precipitation is not anticipated, making it suitable for outdoor activities.
Test case 3
Score: 7/10What is the current weather in Sydney, Australia, including temperature, humidity, wind speed, and general conditions?- Location: Sydney, Australia
- Temperature: 15.6°C
- Humidity: 86%
- Wind Speed: 10.3 km/h (from the south-southeast)
- General Conditions: Moderate rain
Test case 4
Score: 10/10Are there any severe weather alerts currently in effect for Los Angeles, California?There are currently no severe weather alerts in effect for Los Angeles, California.
Test case 5
Score: 9/10What is the 60-minute nowcast for Berlin, Germany, focusing on precipitation and snowfall?The 60-minute nowcast for Berlin, Germany, indicates that there is currently no precipitation or snowfall expected. The temperature is around 15.1°C to 15.4°C during this time. Overall, the weather in Berlin is stable with no expected precipitation or snowfall in the next hour.