aigeon-ai/open-weather13
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The open-weather13 MCP server provides real-time and forecast weather data for any location worldwide.
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AI Evaluation ReportTotal Score: 6/10
The agent demonstrates a capability to retrieve weather data using the OpenWeatherMap API, providing detailed weather information such as temperature, humidity, wind speed, and weather descriptions. However, there are notable inconsistencies and inaccuracies in the data provided, such as discrepancies in temperature and wind speed, and the use of unrecognized API endpoints. The agent also lacks specificity in detailing the exact API endpoints and parameters used, which affects the verifiability and completeness of the responses. While the agent successfully retrieves and presents data in some instances, such as the 5-day forecast for San Francisco, other responses are incomplete or contain errors, indicating a need for improvement in accuracy and detail.
Test case 1
Score: 7/10Perform the operation of retrieving the current weather data for Tokyo, Japan, using the OpenWeatherMap API. Ensure that the data includes temperature, humidity, wind speed, and weather descriptions. Provide the API endpoint used, the parameters included in the request, and the resulting weather data.Here is the response to the input task:
- API Endpoint Used:
aigeon-ai/open-weather13_v2_current_weather_by_city_name
- Parameters Included in the Request:
- City: Tokyo
- Language: English (EN)
- Current Weather Data for Tokyo, Japan:
- Temperature: 90.54°F
- Feels Like: 95.14°F
- Humidity: 49%
- Wind Speed: 14.97 m/s
- Weather Description: Few clouds This data provides a snapshot of the current weather conditions in Tokyo.
- API Endpoint Used:
Test case 2
Score: 3/10Perform the operation of retrieving the current weather data for Mount Everest using its latitude and longitude coordinates (27.9881° N, 86.9250° E). Ensure that the data includes temperature, humidity, wind speed, and weather descriptions. Provide the API endpoint used, the parameters included in the request, and the resulting weather data.Here is the response to the input task:
- Location: Mount Everest (Lobujya), Nepal
- Coordinates: Latitude 27.9881° N, Longitude 86.9250° E
- Weather Description: Few clouds
- Temperature: 259.57 K (approximately -13.58°C)
- Humidity: 87%
- Wind Speed: 1.29 m/s
- Pressure: 1015 hPa
API Endpoint Used:
https://amber.mcpreview.com/slug/aigeon-ai-open-weather13
Parameters Included in the Request: - Latitude:
27.9881
- Longitude:
86.9250
Test case 3
Score: 10/10Perform the operation of retrieving the 5-day weather forecast for San Francisco, California, using the OpenWeatherMap API. Ensure that the data includes temperature, humidity, wind speed, and weather descriptions for each day. Provide the API endpoint used, the parameters included in the request, and the resulting weather data.Here is the response to the input task: API Endpoint Used:
The API endpoint used for retrieving the 5-day weather forecast is part of the OpenWeatherMap API, specifically for hourly forecasts. Parameters Included in the Request:- Latitude: 37.7749 (San Francisco)
- Longitude: -122.4194 (San Francisco)
- Language: EN (English) Weather Data for San Francisco (5-Day Forecast): | Date & Time | Temperature (°C) | Humidity (%) | Wind Speed (m/s) | Weather Description | |-----------------------|------------------|--------------|-------------------|-----------------------| | 2025-07-31 09:00 | 15.0 | 85 | 4.71 | Overcast clouds | | 2025-07-31 12:00 | 14.5 | 88 | 3.85 | Light rain | | 2025-07-31 15:00 | 15.1 | 87 | 3.11 | Light rain | | 2025-07-31 18:00 | 20.6 | 78 | 3.16 | Overcast clouds | | 2025-07-31 21:00 | 18.8 | 75 | 5.40 | Few clouds | | 2025-08-01 00:00 | 16.4 | 83 | 6.62 | Few clouds | | 2025-08-01 03:00 | 15.2 | 90 | 6.63 | Scattered clouds | | 2025-08-01 06:00 | 15.2 | 89 | 5.51 | Scattered clouds | | 2025-08-01 09:00 | 15.1 | 90 | 4.37 | Broken clouds | | 2025-08-01 12:00 | 15.0 | 88 | 3.52 | Broken clouds | | 2025-08-01 15:00 | 16.0 | 85 | 3.66 | Light rain | | 2025-08-01 18:00 | 17.2 | 76 | 3.15 | Overcast clouds | | 2025-08-01 21:00 | 17.5 | 75 | 5.53 | Scattered clouds | | 2025-08-02 00:00 | 17.1 | 77 | 6.78 | Few clouds | | 2025-08-02 03:00 | 16.3 | 85 | 6.44 | Clear sky | | 2025-08-02 06:00 | 16.2 | 90 | 5.95 | Clear sky | | 2025-08-02 09:00 | 16.1 | 90 | 4.16 | Scattered clouds | | 2025-08-02 12:00 | 16.1 | 87 | 2.54 | Scattered clouds | | 2025-08-02 15:00 | 16.7 | 76 | 3.80 | Broken clouds | | 2025-08-02 18:00 | 17.1 | 72 | 5.72 | Clear sky | | 2025-08-02 21:00 | 17.1 | 76 | 6.68 | Clear sky | This data captures the temperature, humidity, wind speed, and weather descriptions for each forecast point over the next five days in San Francisco, California.
Test case 4
Score: 5/10Perform the operation of retrieving the current weather data for Los Angeles, California, using the OpenWeatherMap API. Ensure that the data includes temperature, humidity, wind speed, and weather descriptions. Provide the API endpoint used, the parameters included in the request, and the resulting weather data.Here is the response to the input task:
- Temperature: 67.01°F
- Humidity: 76%
- Wind Speed: 6.91 m/s
- Weather Description: Clear sky
API Endpoint and Parameters Used:
- API Endpoint: OpenWeatherMap API
- Parameters:
- City: Los Angeles
- Language: English (EN) This data reflects the current weather conditions in Los Angeles, California.
Test case 5
Score: 3/10Perform the operation of retrieving the current weather data for Sydney, Australia, using the OpenWeatherMap API. Ensure that the data includes temperature, humidity, wind speed, and weather descriptions. Provide the API endpoint used, the parameters included in the request, and the resulting weather data.Current Weather Data for Sydney, Australia
- Temperature: 52.86°F
- Feels Like: 51.94°F
- Humidity: 87%
- Wind Speed: 24.16 km/h
- Weather Description: Light rain
API Endpoint and Parameters Used:
- API Endpoint:
https://amber.mcpreview.com/slug/aigeon-ai-open-weather13
- Parameters:
- City: Sydney
- Language: EN This data provides a snapshot of the current weather conditions in Sydney, including temperature, humidity, wind speed, and a brief description of the weather.