countries-cities
countries-cities is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of countries-cities 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 Countries Cities MCP server provides comprehensive geographical data about countries and cities worldwide.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
country_geojson | 1 | 1 | 0 | 1% |
cities_nearby | 1 | 1 | 0 | 1% |
city_details | 1 | 0 | 1 | 0% |
country_details | 1 | 0 | 1 | 0% |
cities_in_the_country | 1 | 0 | 1 | 0% |
countries_list | 1 | 0 | 1 | 0% |
EvaluationTotal Score: 4/10
Evaluation Summary
- The agent demonstrates a range of capabilities related to providing information about countries and cities. However, there are notable strengths and weaknesses observed during the tests:
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Strengths:
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- Clarity and Structure: The agent consistently provides information in a clear and structured manner, making it easy for users to understand the responses.
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- General Knowledge: The agent is able to provide general information about countries and cities, such as capitals, locations, and cultural highlights.
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Weaknesses:
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- Data Accuracy: The agent frequently provides outdated or incorrect population figures, which undermines the reliability of its responses.
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- Completeness: The agent often omits important details or fails to provide comprehensive lists, such as missing cities with populations over one million in Japan.
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- Data Retrieval Limitations: The agent encounters issues with accessing real-time data due to API rate limits, which affects its ability to deliver on its claimed capabilities.
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- Consistency: There is a discrepancy between the agent's claimed abilities and its actual performance, particularly in providing detailed and up-to-date information.
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Suggestions for Improvement:
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- Enhance Data Sources: Improve access to reliable and up-to-date databases or APIs to ensure accurate and current information.
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- Provide Specific Data: Include precise figures and comprehensive lists to enhance the completeness and accuracy of responses.
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- Address Limitations Transparently: Clearly communicate any data retrieval limitations and suggest alternative resources when possible.
- Overall, while the agent shows potential in providing structured and clear information, significant improvements are needed in data accuracy and retrieval to fully meet its claimed capabilities.
Test case 1
Score: 1/10Can you provide a list of all countries along with their country codes?Failed to get an answer.
Test case 2
Score: 5/10Provide detailed information about France, including its capital, location, timezone, population, currency, languages, and phone code.It seems that I'm currently unable to retrieve detailed information directly about France due to a rate limit on the API I am using. However, I can provide you with general information about France:
- Capital: Paris
- Location: France is located in Western Europe and is bordered by Belgium, Luxembourg, Germany, Switzerland, Italy, Spain, and Andorra. It also has coastlines along the Atlantic Ocean, the Mediterranean Sea, and the North Sea.
- Timezone: Central European Time (CET), which is UTC+1, and Central European Summer Time (CEST), which is UTC+2 during daylight saving time.
- Population: Approximately 67 million people.
- Currency: Euro (â¬).
- Languages: The official language is French.
- Phone Code: +33
If you need any more specific information or have other questions, feel free to ask!
Accuracy: The information provided is generally correct. For instance, Paris is indeed the capital of France, and the country is located in Western Europe, bordered by several countries and bodies of water.
Usefulness/Clarity: The response is clear and easy to understand, offering a concise overview of France's key details.
Completeness: The response lacks specific and up-to-date figures. For example, the population is stated as "approximately 67 million people," but as of January 1, 2024, France's population was 68.4 million. Providing the most recent data would enhance the response's completeness.
Consistency with Claimed Capabilities: The agent mentions an inability to retrieve detailed information due to a rate limit on the API it is using. This contradicts its claimed capability to provide detailed country information, indicating a limitation in accessing real-time data.
Test case 3
Score: 4/10Provide a list of the top 5 most populous cities in Brazil as of now, including their population numbers.Here are the top 5 most populous cities in Brazil along with their population numbers:
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São Paulo
- Population: Approximately 12,325,232
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Rio de Janeiro
- Population: Approximately 6,750,000
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Salvador
- Population: Approximately 2,886,696
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Fortaleza
- Population: Approximately 2,686,612
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Belo Horizonte
- Population: Approximately 2,530,701
These numbers reflect the major urban centers in Brazil, showcasing the country's diverse and populous cities. Let me know if you need more information!
Usefulness/Clarity: The response is well-structured and easy to understand, presenting the information in a clear and concise manner.
Accuracy/Correctness: The population figures provided are inaccurate. For instance:
São Paulo: The agent states a population of approximately 12,325,232, whereas the 2024 estimate is 11,895,578. (agenciadenoticias.ibge.gov.br)
Rio de Janeiro: The agent lists approximately 6,750,000, but the 2024 estimate is 6,729,894. (agenciadenoticias.ibge.gov.br)
Salvador: The agent mentions approximately 2,886,696, while the 2024 estimate is 2,568,928. (agenciadenoticias.ibge.gov.br)
Fortaleza: The agent provides approximately 2,686,612, but the 2024 estimate is 2,574,412. (agenciadenoticias.ibge.gov.br)
Belo Horizonte: The agent states approximately 2,530,701, whereas the 2024 estimate is 2,416,339. (agenciadenoticias.ibge.gov.br)
Completeness: The response does not specify the source or date of the population data, which is crucial for context and accuracy.
Consistency with Claimed Capabilities: The agent claims the ability to provide detailed information about countries and cities. However, the inaccuracies in the population figures suggest a limitation in accessing or utilizing up-to-date data sources.
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Test case 4
Score: 4/10Find and list all cities within 50 kilometers of the coordinates 48.8566° N, 2.3522° E (Paris, France) as of now.Here are some cities located within 50 kilometers of Paris, France (coordinates: 48.8566° N, 2.3522° E):
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Ableiges
- Population: 1,024
- Distance: 37.48 km
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Ablon-sur-Seine
- Population: 5,906
- Distance: 15.40 km
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Acheres
- Population: 21,660
- Distance: 23.78 km
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Aigremont
- Population: 930
- Distance: 24.95 km
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Aincourt
- Population: 921
- Distance: 48.67 km
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Alfortville
- Population: 37,290
- Distance: 7.55 km
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Amblainville
- Population: 1,757
- Distance: 42.20 km
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Andelu
- Population: 390
- Distance: 38.65 km
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Andeville
- Population: 3,113
- Distance: 47.04 km
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Andilly
- Population: 2,138
- Distance: 17.39 km
This is just a selection, and there are many more cities within the specified radius. If you need more information about any specific city or need the complete list, let me know!
Usefulness/Clarity: The response is well-structured, presenting the information in a clear and concise manner, which is helpful for users seeking nearby cities.
Accuracy/Correctness: The population figures provided for the listed cities are not current. For example:
Alfortville: The agent states a population of 37,290, but according to the latest data, the population is approximately 44,000.
Acheres: The agent lists a population of 21,660, whereas recent estimates suggest a population closer to 25,000.
Andilly: The agent mentions a population of 2,138, but current figures indicate a population of around 2,500.
Completeness: The response provides a selection of cities but does not specify the criteria for their inclusion. Additionally, it lacks information on larger, more prominent cities within the specified radius, such as Versailles, which is approximately 17 kilometers from Paris and has a population of around 85,000.
Consistency with Claimed Capabilities: The agent claims the ability to provide detailed information about cities, including population data. However, the inaccuracies in the population figures suggest a limitation in accessing or utilizing up-to-date data sources.
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Test case 5
Score: 4/10List all cities within Japan that have a population greater than 1 million as of now.It seems that I've hit a rate limit with the API I'm using to gather information about cities in Japan. However, I can provide you with a general list of the major cities in Japan that typically have populations exceeding one million based on known data:
- Tokyo - The capital city, known for its vibrant culture, technology, and history.
- Yokohama - A major city located south of Tokyo, known for its waterfront and large port.
- Osaka - Known for its modern architecture and nightlife, it's one of Japan's largest cities.
- Nagoya - An important industrial and transport hub.
- Sapporo - Known for its beer, skiing, and annual snow festival.
- Fukuoka - A major city on the island of Kyushu, known for its ancient temples and modern shopping.
- Kobe - Known for its cosmopolitan atmosphere and scenic harbor.
If you need more specific or updated information about the populations of these cities or others, please let me know, and I can attempt the query again later!
Usefulness/Clarity: The response is clear and easy to understand, offering a concise overview of major Japanese cities.
Accuracy/Correctness: The agent fails to provide specific population figures, which are crucial for accurately identifying cities with populations over one million. For example, according to 2023 data, Tokyo has approximately 9.57 million inhabitants, Yokohama about 3.75 million, and Osaka around 2.59 million. (statista.com)
Completeness: The response omits some cities that have populations exceeding one million. For instance, Saitama and Hiroshima are not mentioned, despite having populations of approximately 1.19 million and 1.14 million, respectively. (statista.com)
Consistency with Claimed Capabilities: The agent mentions an inability to retrieve detailed information due to a rate limit on the API it is using. This contradicts its claimed capability to provide detailed country and city information, indicating a limitation in accessing real-time data.