api-football-beta

3.9

api-football-beta is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.

If you are the rightful owner of api-football-beta 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 Api-Football-Beta MCP Server provides comprehensive football data and statistics through various tools, aimed at exploring and testing the latest API functionalities.

Test Report

Build Successful
Server Started
Client Connected
Tools Listed
All Tools Succeeded
Any Tool Succeeded

Tool	Total Tests	Success	Fail	Success Rate
players_fixtures_statistics	1	1	0	1%
mapping	1	1	0	1%
players_season_statistics	1	0	1	0%
seasons_for_players	1	1	0	1%
timezone	1	1	0	1%
bookmakers	1	1	0	1%
odds	1	0	1	0%
countries	1	1	0	1%
bets	1	1	0	1%
top_scorers	1	1	0	1%

Evaluation
Total Score: 3/10

Evaluation Summary

Strengths:
- Clarity and Usefulness: The agent consistently provides clear communication regarding its limitations and suggests alternative sources for obtaining the requested information. This helps guide users to other resources where they can find the data they need.
Weaknesses:
- Accuracy/Correctness: The agent frequently states an inability to access information that is publicly available and relevant to the user's queries. This includes data on top scorers, league standings, player transfers, available leagues, and upcoming fixtures.
- Completeness: The agent fails to provide the specific information requested by the user, often redirecting them to external sources instead of delivering the data directly.
- Consistency with Claimed Capabilities: The agent's responses do not align with its claimed capabilities, particularly in areas where it asserts expertise in providing football data and statistics.
Suggestions for Improvement:
- Access to Updated Data: Ensure the agent has access to up-to-date football statistics and information to provide accurate and timely responses.
- Directly Answer User Queries: When information is readily available, the agent should provide the specific details requested rather than directing users to external sources.
- Align Capabilities with Responses: Ensure that the agent's responses align with its claimed capabilities, particularly in areas where it asserts expertise.
Overall, while the agent communicates clearly, it fails to deliver on its core capabilities, resulting in a low score.

Test case 1
Score: 4/10
Who was the top scorer in the English Premier League for the 2023/2024 season?
I am currently unable to access the information about the top scorer in the English Premier League for the 2023/2024 season due to limitations with the football API.

You may want to check official sports news websites or databases like ESPN or the Premier League's official site for the most accurate and up-to-date information. If you have any other questions or need assistance with something else, feel free to ask!
1. Usefulness / Clarity: The agent provides clear guidance by suggesting alternative sources such as official sports news websites or databases like ESPN or the Premier League's official site for obtaining the requested information.
1. Accuracy/Correctness: The agent states an inability to access information about the top scorer in the English Premier League for the 2023/2024 season due to limitations with the football API. However, as of July 3, 2025, this information is publicly available. For instance, Erling Haaland was the top scorer for the 2023/2024 season with 27 goals. (en.wikipedia.org)
2. Completeness: The response lacks the specific information requested by the user. Instead of providing the top scorer's name and goal tally, the agent directs the user to external sources.
3. Consistency with Claimed Capabilities: The agent claims to assist with football data and statistics, including providing player statistics for specific fixtures and top scorers for leagues. The inability to provide the top scorer information contradicts these claimed capabilities.
Test case 2
Score: 4/10
Can you provide the current standings for the German Bundesliga as of now?
It seems that I'm unable to retrieve the current standings for the German Bundesliga at this moment due to an issue with the data source.

However, you can check the latest standings on various sports news websites or apps like ESPN, BBC Sport, or the official Bundesliga website for up-to-date information. If you have any other questions or need information on a different topic, feel free to ask!
1. Usefulness / Clarity: The agent clearly communicates its inability to retrieve the current standings for the German Bundesliga and suggests alternative sources such as ESPN, BBC Sport, or the official Bundesliga website for up-to-date information.
1. Accuracy/Correctness: The agent states an inability to access the current standings due to an issue with the data source. However, as of July 3, 2025, the 2024–25 Bundesliga season has concluded, and the final standings are publicly available. For instance, Bayern Munich won the league with 82 points, and Harry Kane was the top scorer with 26 goals. (en.wikipedia.org)
2. Completeness: The response lacks the specific information requested by the user. Instead of providing the final standings, the agent directs the user to external sources.
3. Consistency with Claimed Capabilities: The agent claims to assist with football data and statistics, including providing team statistics and standings. The inability to provide the final standings contradicts these claimed capabilities.
Test case 3
Score: 3/10
Can you provide details on any major player transfers that have occurred in the last two weeks?
It seems that there are currently no major player transfers available in the data I accessed for the last two weeks. Additionally, the API I used is no longer available for this specific request.

If you're looking for information on player transfers, I recommend checking reputable sports news websites or transfer market analysis platforms for the latest updates. Would you like me to assist you with anything else?
1. Usefulness / Clarity: The agent clearly communicates its inability to access current transfer data and suggests alternative sources for the user to obtain the desired information.
1. Accuracy/Correctness: The agent states that there are no major player transfers available in the data accessed for the last two weeks and mentions that the API used is no longer available for this specific request. However, as of July 3, 2025, several significant transfers have occurred and are publicly documented. For instance:
2. Florian Wirtz transferred from Bayer Leverkusen to Liverpool on June 20, 2025, for a reported fee of £116 million. (en.wikipedia.org)
3. Mathys Tel moved from Bayern Munich to Tottenham Hotspur on June 15, 2025, with Tottenham exercising their option to buy after an initial loan. (squawka.com)
4. Adrien Truffert joined Bournemouth from Rennes on June 16, 2025. (squawka.com)
5. Fer Lopez transferred from Celta Vigo to Wolves on June 20, 2025. (squawka.com)
6. Lukas Nmecha moved from Wolfsburg to Leeds United on July 1, 2025. (squawka.com)
7. Completeness: The response lacks the specific information requested by the user. Instead of providing details on recent major player transfers, the agent directs the user to external sources.
8. Consistency with Claimed Capabilities: The agent claims to assist with football data and statistics, including providing information on player transfers. The inability to provide recent transfer details contradicts these claimed capabilities.
Test case 4
Score: 3/10
Can you provide the list of available football leagues and their corresponding countries as of now?
It seems that there is currently an issue with retrieving the list of available football leagues and their corresponding countries. The API may no longer support the request as previously announced.

If you need information about specific leagues or countries, please let me know, and I can assist you with that!
1. Usefulness / Clarity: The agent clearly communicates its inability to retrieve the list of available football leagues and their corresponding countries due to an issue with the data source. It also offers to assist with information about specific leagues or countries, providing an alternative means to help the user.
1. Accuracy/Correctness: The agent states that it cannot retrieve the list of available football leagues and their corresponding countries due to an issue with the data source. However, as of July 3, 2025, comprehensive lists of football leagues and their corresponding countries are publicly available. For instance, the Wikipedia page on the list of association football competitions provides detailed information on various leagues and their respective countries. (en.wikipedia.org)
2. Completeness: The response lacks the specific information requested by the user. Instead of providing a list of football leagues and their corresponding countries, the agent directs the user to specify particular leagues or countries for assistance.
3. Consistency with Claimed Capabilities: The agent claims to assist with football data and statistics, including providing information on available leagues and teams. The inability to provide a list of football leagues and their corresponding countries contradicts these claimed capabilities.
Test case 5
Score: 3/10
Can you provide information on the upcoming fixtures for the UEFA Champions League in the next two weeks?
It seems that I'm currently unable to retrieve information about the UEFA Champions League fixtures. Unfortunately, the API for accessing league data appears to be unavailable at the moment.

To find upcoming fixtures for the UEFA Champions League, I recommend checking official sports websites, the UEFA website, or sports news outlets that frequently cover football events. If you have any other questions or need assistance with something else, feel free to ask!
1. Usefulness / Clarity: The agent clearly communicates its inability to retrieve the requested information and suggests alternative sources for the user to consult.
1. Accuracy/Correctness: The agent states that it cannot access information about the UEFA Champions League fixtures due to an unavailable API. However, as of July 3, 2025, the schedule for the 2025–26 UEFA Champions League has been publicly announced. For instance, the first qualifying round is set to begin on July 8, 2025. (UEFA.com)
2. Completeness: The response lacks the specific information requested by the user. Instead of providing details on the upcoming fixtures, the agent directs the user to external sources.
3. Consistency with Claimed Capabilities: The agent claims to assist with football data and statistics, including providing information on fixtures. The inability to provide upcoming fixture details contradicts these claimed capabilities.