air-quality

air-quality

3.9

air-quality is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of air-quality and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.

The 'air-quality' MCP server provides comprehensive air quality information for any location worldwide, including current, forecasted, and historical data.

Test Report

  • Build Successful
  • Server Started
  • Client Connected
  • Tools Listed
  • All Tools Succeeded
  • Any Tool Succeeded
ToolTotal TestsSuccessFailSuccess Rate
current_air_quality1101%
air_quality_history1101%
air_quality_forecast1101%

Evaluation
Total Score: 6/10

Evaluation Summary

  • The agent demonstrates a strong ability to provide detailed air quality information, including current conditions, forecasts, and past observations for various locations worldwide. The responses are generally well-organized and cover a comprehensive range of pollutants, making them useful and clear for users.
  • Strengths:
    • Completeness: The agent consistently provides a wide range of pollutant data, including AQI, CO, NO₂, O₃, PM10, PM2.5, and SO₂, which are essential for understanding air quality.
    • Usefulness/Clarity: The information is presented in a clear and organized manner, often using tables or lists, which enhances readability and comprehension.
  • Weaknesses:
    • Accuracy/Correctness: There are inconsistencies in pollutant concentration values compared to authoritative sources, raising concerns about data reliability. Additionally, some data points, such as 'Predominant Pollen Type,' may not align with standard categories.
    • Consistency with Claimed Capabilities: The agent often lacks timestamps for the data provided, making it difficult to assess the timeliness and relevance of the information. Furthermore, the absence of source attribution undermines the credibility of the data.
  • Suggestions for Improvement:
    • Include timestamps for all air quality data to ensure users can assess the timeliness of the information.
    • Ensure pollutant concentration values are accurate and consistent with authoritative sources to maintain data reliability.
    • Provide references or links to data sources to enhance credibility and allow users to verify the information.

  • Final Score

  • The agent's performance is commendable in terms of completeness and clarity, but accuracy and source attribution need improvement. Therefore, the final score is 6/10.
  • Test case 1
    Score: 8/10
    What are the current air quality conditions in New York City, USA, using the latitude 40.7128 and longitude -74.0060?

    The current air quality conditions in New York City, USA, are as follows:

    • Air Quality Index (AQI): 65 (Moderate)
    • Carbon Monoxide (CO): 454 µg/m³
    • Nitrogen Dioxide (NO₂): 93 µg/m³
    • Ozone (O₃): 1 µg/m³
    • Particulate Matter (PM10): 25 µg/m³
    • Particulate Matter (PM2.5): 19 µg/m³
    • Sulfur Dioxide (SO₂): 8 µg/m³
    • Mold Level: 0 (Low)
    • Pollen Levels:
      • Grass: 1 (Low)
      • Trees: 1 (Low)
      • Weeds: 1 (Low)
    • Predominant Pollen Type: Trees

    This data indicates that the air quality is moderate, which means that air quality is acceptable; however, there may be a risk for some people, particularly those who are unusually sensitive to air pollution.

  • Test case 2
    Score: 5/10
    What is the air quality forecast for the next 3 days in Sydney, Australia, using the latitude -33.8688 and longitude 151.2093?

    The air quality forecast for Sydney, Australia over the next three days is as follows:

    July 3, 2025

    • 07:00 AM UTC: AQI 23 (Good)
    • 08:00 AM UTC: AQI 24 (Good)
    • 09:00 AM UTC: AQI 25 (Good)
    • 10:00 AM UTC: AQI 25 (Good)
    • 11:00 AM UTC: AQI 26 (Good)
    • 12:00 PM UTC: AQI 26 (Good)
    • 01:00 PM UTC: AQI 26 (Good)
    • 02:00 PM UTC: AQI 25 (Good)
    • 03:00 PM UTC: AQI 25 (Good)
    • 04:00 PM UTC: AQI 25 (Good)
    • 05:00 PM UTC: AQI 25 (Good)
    • 06:00 PM UTC: AQI 25 (Good)
    • 07:00 PM UTC: AQI 25 (Good)
    • 08:00 PM UTC: AQI 25 (Good)

    July 4, 2025

    • 07:00 AM UTC: AQI 34 (Good)
    • 08:00 AM UTC: AQI 26 (Good)
    • 09:00 AM UTC: AQI 27 (Good)
    • 10:00 AM UTC: AQI 29 (Good)
    • 11:00 AM UTC: AQI 30 (Good)
    • 12:00 PM UTC: AQI 37 (Moderate)
    • 01:00 PM UTC: AQI 43 (Moderate)
    • 02:00 PM UTC: AQI 50 (Moderate)
    • 03:00 PM UTC: AQI 49 (Moderate)
    • 04:00 PM UTC: AQI 47 (Moderate)
    • 05:00 PM UTC: AQI 53 (Moderate)
    • 06:00 PM UTC: AQI 60 (Moderate)
    • 07:00 PM UTC: AQI 67 (Moderate)
    • 08:00 PM UTC: AQI 70 (Moderate)

    July 5, 2025

    • 07:00 AM UTC: AQI 73 (Moderate)
    • 08:00 AM UTC: AQI 76 (Moderate)
    • 09:00 AM UTC: AQI 79 (Moderate)
    • 10:00 AM UTC: AQI 82 (Moderate)
    • 11:00 AM UTC: AQI 85 (Moderate)
    • 12:00 PM UTC: AQI 83 (Moderate)
    • 01:00 PM UTC: AQI 80 (Moderate)
    • 02:00 PM UTC: AQI 69 (Good)
    • 03:00 PM UTC: AQI 66 (Good)
    • 04:00 PM UTC: AQI 62 (Good)
    • 05:00 PM UTC: AQI 59 (Good)
    • 06:00 PM UTC: AQI 52 (Good)

    Summary

    • The air quality in Sydney for the next three days is generally good, with some periods of moderate air quality on July 4th and 5th.

    If you need more detailed information or specific pollutants' levels, just let me know!

  • Test case 3
    Score: 6/10
    Can you provide the air quality observations for the past 24 hours in Tokyo, Japan, using the latitude 35.6824 and longitude 139.7690?

    Here are the air quality observations for Tokyo, Japan, over the past 24 hours:

    Date & Time (UTC)AQICO (µg/m³)NO2 (µg/m³)O3 (µg/m³)PM10 (µg/m³)PM2.5 (µg/m³)SO2 (µg/m³)
    2025-07-03 06:007423210739.823238
    2025-07-03 05:00802326545.825.725.678
    2025-07-03 04:006462.536.747.63018.68
    2025-07-03 03:00642317219.918.718.678
    2025-07-03 02:007112030.839.839.121.713.7
    2025-07-03 01:0057230.326421915.333
    2025-07-03 00:005523022.55317.814.53
    2025-07-02 23:008012029.711.2114.5225.5
    2025-07-02 22:00811202611.2115.322.254
    2025-07-02 21:0023162.526.711.237612.675.5
    2025-07-02 20:003562.526.111.210.58.55.5
    2025-07-02 19:005162.52511.236.512.55.5
    2025-07-02 18:005662.52511.232.2155.5
    2025-07-02 17:005211519.318.213135.5
    2025-07-02 16:004411523.518.713.310.673
    2025-07-02 15:00100105822.558358
    2025-07-02 14:005983.347.726.720166.3
    2025-07-02 13:006612034.727.728.319.335.5
    2025-07-02 12:0049230273514.711.673
    2025-07-02 11:005023023.535.715123
    2025-07-02 10:00522301536.516.3133
    • The AQI (Air Quality Index) values indicate the level of air pollution, with higher values indicating worse air quality.
    • The measurements include concentrations of various pollutants: Carbon Monoxide (CO), Nitrogen Dioxide (NO2), Ozone (O3), Particulate Matter (PM10), Particulate Matter (PM2.5), and Sulfur Dioxide (SO2).

    If you need more specific information or analysis, feel free to ask!

  • Test case 4
    Score: 6/10
    What were the air quality conditions in Paris, France, yesterday? Please provide the data using the latitude 48.8566 and longitude 2.3522.

    Here are the air quality conditions for Paris, France, on July 2, 2025:

    Air Quality Data:

    • Location: Paris, France
    • Latitude: 48.8566
    • Longitude: 2.3522
    Observations:

    1. 2025-07-02 23:00 (Local Time):

      • AQI: 56
      • CO: 10 µg/m³
      • NO2: 80.3 µg/m³
      • O3: 78 µg/m³
      • PM10: 17 µg/m³
      • PM2.5: 14.57 µg/m³
      • SO2: 14.3 µg/m³

    2. 2025-07-02 22:00 (Local Time):

      • AQI: 43
      • CO: 43 µg/m³
      • NO2: 55 µg/m³
      • O3: 61.9 µg/m³
      • PM10: 10.3 µg/m³
      • PM2.5: 10.33 µg/m³
      • SO2: 11.7 µg/m³

    3. 2025-07-02 21:00 (Local Time):

      • AQI: 46
      • CO: 59.5 µg/m³
      • NO2: 14 µg/m³
      • O3: 75 µg/m³
      • PM10: 11 µg/m³
      • PM2.5: 11 µg/m³
      • SO2: 9 µg/m³

    4. 2025-07-02 20:00 (Local Time):

      • AQI: 49
      • CO: 56.4 µg/m³
      • NO2: 51.5 µg/m³
      • O3: 105.3 µg/m³
      • PM10: 14.5 µg/m³
      • PM2.5: 9.63 µg/m³
      • SO2: 8.7 µg/m³

    5. 2025-07-02 19:00 (Local Time):

      • AQI: 35
      • CO: 50.2 µg/m³
      • NO2: 54 µg/m³
      • O3: 76.2 µg/m³
      • PM10: 15.5 µg/m³
      • PM2.5: 7 µg/m³
      • SO2: 8 µg/m³
    Summary:

    The air quality in Paris varied throughout the day on July 2, 2025. The AQI ranged from 35 to 56, and the levels of various pollutants like CO, NO2, O3, PM10, PM2.5, and SO2 fluctuated, indicating a mix of air quality conditions.

    If you need more specific data or details, feel free to ask!

  • Test case 5
    Score: 7/10
    What is the current air quality in Beijing, China, using the latitude 39.9042 and longitude 116.4074?

    The current air quality in Beijing, China is as follows:

    • Air Quality Index (AQI): 72 (Moderate)
    • Carbon Monoxide (CO): 373 µg/m³
    • Nitrogen Dioxide (NO2): 35 µg/m³
    • Ozone (O3): 29 µg/m³
    • Particulate Matter (PM10): 27 µg/m³
    • Particulate Matter (PM2.5): 22 µg/m³
    • Sulfur Dioxide (SO2): 8 µg/m³
    • Predominant Pollen Type: Molds

    Overall, the air quality is moderate, which means that air quality is acceptable; however, there may be a risk for some people, particularly those who are unusually sensitive to air pollution.