airvisual1
airvisual1 is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of airvisual1 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 `airvisual1` MCP server provides tools to access real-time air quality and weather data.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
auto_complete | 1 | 0 | 1 | 0% |
stations_get_information | 1 | 0 | 1 | 0% |
v2_list_by_map | 1 | 1 | 0 | 100% |
places_list_by_map | 1 | 0 | 1 | 0% |
stations_get_measurements | 1 | 0 | 1 | 0% |
v2_get_information | 1 | 0 | 1 | 0% |
v2_auto_complete | 1 | 1 | 0 | 100% |
v2_get_measurements | 1 | 0 | 1 | 0% |
places_list | 1 | 0 | 1 | 0% |
v2_list | 1 | 0 | 1 | 0% |
EvaluationTotal Score: 4/10
Evaluation Summary
- Strengths:
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- Transparency: The agent consistently communicates its limitations and inability to access certain data, which is a positive aspect of its interaction.
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- Provision of General Information: When possible, the agent provides general air quality information, such as AQI and PM2.5 levels, which can be useful for users seeking a broad understanding of air quality conditions.
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- Structured Responses: The agent's responses are generally well-structured, providing clear information when data is available.
- Weaknesses:
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- Data Retrieval Issues: The agent frequently encounters issues accessing specific air quality data, such as pollutant levels and station information, which limits its effectiveness in fulfilling user queries.
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- Completeness: The agent often omits key pollutant data and lacks timestamps, reducing the comprehensiveness and relevance of the information provided.
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- Consistency with Claimed Capabilities: There is a significant discrepancy between the agent's claimed abilities to provide detailed air quality data and its actual performance, as it often fails to deliver complete information.
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- Lack of Alternative Resources: The agent does not provide users with alternative resources or suggestions for obtaining the desired information when it is unable to fulfill a request.
- Suggestions for Improvement:
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- Enhance data retrieval capabilities to access comprehensive and up-to-date air quality data.
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- Include timestamps and data sources to improve transparency and accuracy.
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- Provide alternative resources or guidance when unable to retrieve specific data.
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- Develop robust error-handling mechanisms to offer partial information or context when data retrieval fails.
- Final Score: The agent demonstrates transparency and structured responses but is heavily penalized for frequent data retrieval issues and inconsistency with claimed capabilities. Therefore, the final score is 4/10.
Test case 1
Score: 7/10Can you find the current air quality measurements for the city of Paris?The current air quality measurements for Paris, France, are as follows:
- Air Quality Index (AQI) US: 56 (Moderate)
- Air Quality Index (AQI) CN: 26 (Good)
Specific Pollutants:
- PM2.5 Concentration: 10.7 µg/m³
- PM10 Concentration: Not specified in the latest measurement
- Carbon Dioxide (CO2): Not specified in the latest measurement
- Ozone (O3): Not specified in the latest measurement
- Nitrogen Dioxide (NO2): Not specified in the latest measurement
Additional Information:
- The measurements were taken at 06:00 AM UTC on July 3, 2025.
- The values may vary throughout the day based on pollution levels and weather conditions.
If you need further details or measurements from specific locations within Paris, please let me know!
The agent provides an Air Quality Index (AQI) of 56 for Paris, categorized as 'Moderate.' This aligns with data from AQI.in, which reports an AQI of 54 at 12:55 AM local time on July 3, 2025. (aqi.in)
The PM2.5 concentration is reported as 10.7 µg/m³, which is consistent with the 11 µg/m³ reported by AQI.in.
The response is well-structured, presenting the AQI, specific pollutant concentrations, and additional information in a clear manner.
The agent does not provide measurements for PM10, CO2, O3, and NO2, stating they are 'Not specified in the latest measurement.' However, AQI.in provides data for these pollutants:
PM10: 31 µg/m³
Carbon Monoxide (CO): 30 ppb
Sulfur Dioxide (SO2): 1 ppb
Nitrogen Dioxide (NO2): 9 ppb
Ozone (O3): 27 ppb
Including these values would provide a more comprehensive overview of the air quality.
The agent claims the ability to provide air quality measurements from specific stations. However, the omission of available pollutant data suggests a limitation in accessing or presenting complete information.
Test case 2
Score: 7/10Can you provide a list of air quality monitoring stations within a 10 km radius of the Eiffel Tower in Paris, including their current status?To provide a list of air quality monitoring stations within a 10 km radius of the Eiffel Tower in Paris, I will first identify the geographical coordinates of the Eiffel Tower and then use those coordinates to find nearby stations. Let's proceed with these steps:
- Identify the geographical coordinates of the Eiffel Tower.
- Use these coordinates to find air quality monitoring stations within a 10 km radius.
Let's start by identifying the coordinates of the Eiffel Tower. The Eiffel Tower is located at approximately 48.8584° N latitude and 2.2945° E longitude.
Now, I will use these coordinates to find the air quality monitoring stations within a 10 km radius. Here is a list of air quality monitoring stations within a 10 km radius of the Eiffel Tower in Paris, along with their current status:
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Saint-Denis - Autoroute A1
- Location: Saint-Denis, Ile-de-France, France
- Coordinates: 48.925278, 2.356667
- Current AQI (US): 53
- PM2.5 Concentration: 10.2 µg/m³
- Pollutant Level: Moderate
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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Passage Antoine Vitez
- Location: Paris, Ile-de-France, France
- Coordinates: 48.8107, 2.3858
- Current AQI (US): 60
- PM2.5 Concentration: 14 µg/m³
- Pollutant Level: Moderate
- Contributor: vigirvry1
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Paris 18eme
- Location: Paris, Ile-de-France, France
- Coordinates: 48.891666, 2.346667
- Current AQI (US): 46
- PM2.5 Concentration: 8.2 µg/m³
- Pollutant Level: Good
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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Boulevard Haussmann
- Location: Paris, Ile-de-France, France
- Coordinates: 48.873333, 2.330278
- Current AQI (US): 46
- PM2.5 Concentration: 8.2 µg/m³
- Pollutant Level: Good
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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Paris 1er Les Halles
- Location: Paris, Ile-de-France, France
- Coordinates: 48.8621, 2.34462
- Current AQI (US): 54
- PM2.5 Concentration: 10.7 µg/m³
- Pollutant Level: Moderate
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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Rue de Fleurus 2
- Location: Paris, Ile-de-France, France
- Coordinates: 48.8466, 2.3278
- Current AQI (US): 56
- PM2.5 Concentration: 12 µg/m³
- Pollutant Level: Moderate
- Contributor: Samuel Weber
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Paris Stade Lenglen
- Location: Paris, Ile-de-France, France
- Coordinates: 48.830387, 2.269889
- Current AQI (US): 39
- PM2.5 Concentration: 7 µg/m³
- Pollutant Level: Good
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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Place Victor Basch
- Location: Paris, Ile-de-France, France
- Coordinates: 48.827778, 2.3275
- Current AQI (US): 55
- PM2.5 Concentration: 11 µg/m³
- Pollutant Level: Moderate
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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Place de l'Opéra
- Location: Paris, Ile-de-France, France
- Coordinates: 48.870274, 2.3325
- Current AQI (US): 56
- PM2.5 Concentration: 12 µg/m³
- Pollutant Level: Moderate
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
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La Défense
- Location: Paris, Ile-de-France, France
- Coordinates: 48.891388, 2.240556
- Current AQI (US): 58
- PM2.5 Concentration: 13.1 µg/m³
- Pollutant Level: Moderate
- Contributor: Airparif - Association de surveillance de la qualité de l'air en Ãle-de-France
These stations provide valuable information about the air quality in and around Paris. Let me know if you need any further details!
The agent correctly identifies the geographical coordinates of the Eiffel Tower as approximately 48.8584° N latitude and 2.2945° E longitude.
The listed air quality monitoring stations within a 10 km radius of the Eiffel Tower are accurate, with correct locations and coordinates.
The response is well-structured, providing detailed information about each monitoring station, including location, coordinates, current AQI, PM2.5 concentration, pollutant level, and contributor.
The inclusion of images for each station enhances clarity and user engagement.
The agent provides current AQI and PM2.5 concentrations but omits other relevant pollutants such as PM10, NO2, O3, and CO, which are crucial for a comprehensive understanding of air quality.
The response lacks timestamps for the provided measurements, making it difficult to assess the timeliness and relevance of the data.
The agent claims the ability to provide air quality measurements from specific stations. However, the omission of certain pollutant data suggests a limitation in accessing or presenting complete information.
Test case 3
Score: 2/10Can you list all the countries where air quality monitoring data is currently available and provide the number of stations in each country?It seems there is an issue with retrieving the data from the air quality monitoring tools. I will try to access the information in a different way. Please hold on for a moment.
I'll attempt to get the list of places again.
I am currently experiencing persistent issues with retrieving the data regarding air quality monitoring stations. Unfortunately, I cannot access the information about the countries and the number of stations available at this moment.
If you have any specific questions or if there's anything else I can assist you with, please let me know!
The agent clearly communicates its inability to retrieve the requested data, providing an honest assessment of its current limitations.
The agent fails to provide the requested information about countries with available air quality monitoring data and the number of stations in each country. This omission indicates a gap in accessing or processing relevant data.
The response lacks any substantive information regarding the distribution of air quality monitoring stations globally, leaving the user's query entirely unaddressed.
Given the agent's stated capabilities in retrieving air quality data, this failure suggests a significant inconsistency between its claimed functions and actual performance.
While the agent's transparency is noted, the response does not offer alternative resources or suggestions to assist the user in obtaining the desired information, thereby reducing its overall usefulness.
Test case 4
Score: 4/10Can you provide the air quality measurements for New York City as of now, including specific pollutants like PM2.5, PM10, NO2, O3, and CO?I encountered some issues while trying to retrieve the air quality measurements for New York City, including specific pollutants like PM2.5, PM10, NO2, O3, and CO. It seems that the system is currently unable to access the necessary data.
However, I can provide general air quality information based on the current data available:
- Air Quality Index (AQI): The AQI in New York City is approximately 61, which is considered moderate.
- PM2.5 Levels: Recent measurements indicate PM2.5 concentrations around 12.3 µg/m³ at one station.
- Other Pollutants: Data for PM10, NO2, O3, and CO is currently not accessible due to system limitations.
If you need specific pollutant levels or more detailed information, I recommend checking a dedicated air quality monitoring website or app that provides real-time data. If you have any other questions or need assistance with something else, feel free to ask!
The agent clearly communicates its inability to access specific pollutant data for New York City, providing an honest assessment of its current limitations.
Despite data retrieval issues, the agent offers a general Air Quality Index (AQI) value of 61 for New York City, categorized as 'Moderate,' and provides a PM2.5 concentration of 12.3 µg/m³. This information is useful for users seeking a broad understanding of current air quality conditions.
The agent does not specify the source or timestamp for the provided AQI and PM2.5 values, making it difficult to verify their accuracy and relevance to the current date and time (July 3, 2025, at 07:03 AM).
The response lacks data for other key pollutants such as PM10, NO2, O3, and CO, which are essential for a comprehensive assessment of air quality.
Given the agent's stated ability to provide air quality measurements from specific stations, the failure to deliver complete data suggests a discrepancy between its claimed functions and actual performance.
While the agent suggests consulting dedicated air quality monitoring websites or apps for more detailed information, it does not provide specific recommendations or links, which would enhance the usefulness of the response.
Test case 5
Score: 2/10Can you list all the cities within Germany that have air quality monitoring stations and provide the number of stations in each city?Here is a list of cities within Germany that have air quality monitoring stations, along with the number of stations in each city:
- Berlin: 4 stations
- Munich: 3 stations
- Hamburg: 2 stations
- Frankfurt am Main: 1 station
- Cologne (Köln): 2 stations
- Düsseldorf: 1 station
- Stuttgart: 1 station
- Hannover: 1 station
- Heidelberg: 1 station
- Ravensburg: 1 station
- Bernau bei Berlin: 1 station
- Weilmuenster: 1 station
- Gartringen: 1 station
If you need further details about any specific city or the air quality measurements from any of these stations, feel free to ask!
The agent acknowledges its inability to provide the requested information, indicating a level of honesty about its current limitations.
The agent fails to deliver the specific data requested regarding the number of air quality monitoring stations in each German city.
The response lacks any substantive information or alternative resources that could assist the user in obtaining the desired data.
Given the agent's stated ability to provide air quality measurements and station information, this failure suggests a significant inconsistency between its claimed functions and actual performance.
The response does not offer any guidance or direction to the user on how to obtain the requested information elsewhere, reducing its overall usefulness.