baseballapi
baseballapi is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of baseballapi 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 BaseballApi MCP Server provides comprehensive baseball data, including live scores, statistics, and detailed information on leagues, teams, and players worldwide.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
match_statistics | 1 | 1 | 0 | 1% |
search | 1 | 1 | 0 | 1% |
match_player_statistics | 1 | 1 | 0 | 1% |
match_lineups | 1 | 1 | 0 | 1% |
match_h2_hduel | 1 | 1 | 0 | 1% |
match_odds | 1 | 1 | 0 | 1% |
match_highlights | 1 | 0 | 1 | 0% |
live_matches | 1 | 1 | 0 | 1% |
match_schedules | 1 | 0 | 1 | 0% |
match_details | 1 | 1 | 0 | 1% |
EvaluationTotal Score: 5/10
Evaluation Summary
- Strengths:
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- Transparency: The agent consistently communicates its limitations, such as API quota issues, which helps manage user expectations.
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- Alternative Guidance: The agent provides suggestions for alternative sources where users can find the requested information, such as official websites and sports news platforms.
- Weaknesses:
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- Inconsistency with Claimed Capabilities: The agent frequently fails to deliver on its claimed capabilities, such as providing up-to-date standings, player statistics, and team lineups, due to API limitations.
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- Lack of Proactive Assistance: While alternative sources are suggested, the agent does not provide direct links or detailed navigation instructions, requiring additional effort from users to locate the information.
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- Accuracy Issues: In the one instance where data was provided, the standings were outdated and incorrect, indicating a need for more reliable data sources.
- Suggestions for Improvement:
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- Enhance Data Access: Improve access to real-time data by integrating multiple data sources and addressing API quota issues.
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- Provide Direct Links and Navigation Assistance: Offer direct links to relevant pages and detailed instructions to improve user experience.
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- Ensure Data Accuracy: Implement measures to verify the accuracy and timeliness of the information provided.
- Overall, while the agent is transparent and offers alternative solutions, its inability to fulfill its core capabilities and lack of proactive assistance significantly impact its effectiveness.
Test case 1
Score: 5/10What are the current standings of the Major League Baseball (MLB) for the 2025 season?Here are the current standings for Major League Baseball (MLB) for the 2025 season:
American League Central
- Chicago White Sox: 93 Wins, 69 Losses (Win Percentage: 0.574)
- Cleveland Guardians: 80 Wins, 82 Losses (Win Percentage: 0.494, Games Behind: 13)
- Detroit Tigers: 77 Wins, 85 Losses (Win Percentage: 0.475, Games Behind: 16)
- Kansas City Royals: 74 Wins, 88 Losses (Win Percentage: 0.457, Games Behind: 19)
- Minnesota Twins: 73 Wins, 89 Losses (Win Percentage: 0.451, Games Behind: 20)
American League East
- Tampa Bay Rays: 100 Wins, 62 Losses (Win Percentage: 0.617)
- Boston Red Sox: 92 Wins, 70 Losses (Win Percentage: 0.568, Games Behind: 8)
- New York Yankees: 92 Wins, 70 Losses (Win Percentage: 0.568, Games Behind: 8)
- Toronto Blue Jays: 91 Wins, 71 Losses (Win Percentage: 0.562, Games Behind: 9)
- Baltimore Orioles: 52 Wins, 110 Losses (Win Percentage: 0.321, Games Behind: 48)
American League West
- Houston Astros: 95 Wins, 67 Losses (Win Percentage: 0.586)
- Seattle Mariners: 90 Wins, 72 Losses (Win Percentage: 0.556, Games Behind: 5)
- Athletics: 86 Wins, 76 Losses (Win Percentage: 0.531, Games Behind: 9)
- Los Angeles Angels: 77 Wins, 85 Losses (Win Percentage: 0.475, Games Behind: 18)
- Texas Rangers: 60 Wins, 102 Losses (Win Percentage: 0.370, Games Behind: 35)
National League Central
- Milwaukee Brewers: 95 Wins, 67 Losses (Win Percentage: 0.586)
- St. Louis Cardinals: 90 Wins, 72 Losses (Win Percentage: 0.556, Games Behind: 5)
- Cincinnati Reds: 83 Wins, 79 Losses (Win Percentage: 0.512, Games Behind: 12)
- Chicago Cubs: 71 Wins, 91 Losses (Win Percentage: 0.438, Games Behind: 24)
- Pittsburgh Pirates: 61 Wins, 101 Losses (Win Percentage: 0.377, Games Behind: 34)
National League East
- Atlanta Braves: 88 Wins, 73 Losses (Win Percentage: 0.547)
- Philadelphia Phillies: 82 Wins, 80 Losses (Win Percentage: 0.506, Games Behind: 6.5)
- New York Mets: 77 Wins, 85 Losses (Win Percentage: 0.475, Games Behind: 11.5)
- Miami Marlins: 67 Wins, 95 Losses (Win Percentage: 0.414, Games Behind: 21.5)
- Washington Nationals: 65 Wins, 97 Losses (Win Percentage: 0.401, Games Behind: 23.5)
National League West
- San Francisco Giants: 107 Wins, 55 Losses (Win Percentage: 0.660)
- Los Angeles Dodgers: 106 Wins, 56 Losses (Win Percentage: 0.654, Games Behind: 1)
- San Diego Padres: 79 Wins, 83 Losses (Win Percentage: 0.488, Games Behind: 28)
- Colorado Rockies: 74 Wins, 87 Losses (Win Percentage: 0.460, Games Behind: 32.5)
- Arizona Diamondbacks: 52 Wins, 110 Losses (Win Percentage: 0.321, Games Behind: 55)
If you need any more information or specific details, feel free to ask!
Completeness: The answer provides a comprehensive breakdown of the MLB standings for the 2025 season, covering all divisions within both the American and National Leagues. Each team's win-loss record, win percentage, and games behind the division leader are included, offering a detailed overview.
Clarity: The standings are presented in a clear and organized manner, making it easy for readers to understand the current state of each division.
Accuracy/Correctness: The standings provided in the answer do not align with the actual MLB standings as of July 3, 2025. For instance, the answer lists the Chicago White Sox leading the American League Central with a 93-69 record, which is inconsistent with the current standings where the Detroit Tigers lead the division with a 54-33 record. This discrepancy indicates that the information may be outdated or incorrect.
Consistency with Claimed Capabilities: The agent claims to provide up-to-date information on baseball standings. However, the provided answer does not reflect the current standings as of July 3, 2025, suggesting a lapse in delivering real-time data.
Test case 2
Score: 6/10What are the upcoming matches for the New York Yankees in the next two weeks?It seems that I am currently unable to retrieve the upcoming matches for the New York Yankees due to a quota limit on the API.
However, you can typically find the Yankees' upcoming schedule on their official website or through sports news websites like ESPN or MLB.com. If you have a specific date range in mind, I can guide you on how to find that information. Would you like me to help with anything else?
Transparency: The agent clearly communicates its inability to retrieve the requested information due to an API quota limit. This honesty helps manage user expectations.
Alternative Guidance: The agent provides useful suggestions by directing the user to official and reputable sources such as the Yankees' official website, ESPN, and MLB.com for the desired information.
Inconsistency with Claimed Capabilities: The agent's system description indicates the ability to provide schedules and standings for baseball teams. The inability to access the Yankees' upcoming matches due to an API quota limit suggests a limitation in fulfilling this capability.
Lack of Proactive Assistance: While the agent offers alternative sources, it does not provide direct links or detailed instructions on how to navigate these sources to find the specific information. This omission may require additional effort from the user.
Test case 3
Score: 6/10Can you provide the recent match performance and statistics for Shohei Ohtani from the last two weeks?It seems that I've exceeded the daily quota for requests on the current plan for accessing the baseball API. Unfortunately, this means I can't retrieve the recent match performance and statistics for Shohei Ohtani at this time.
You might want to check the latest performance and statistics on sports news websites, MLB's official site, or other sports tracking platforms. If you have any other questions or need assistance with a different topic, feel free to ask!
Transparency: The agent clearly communicates its inability to retrieve the requested information due to exceeding the daily quota for the baseball API. This honesty helps manage user expectations.
Alternative Guidance: The agent suggests reputable sources such as sports news websites and MLB's official site for obtaining the desired information, providing users with viable alternatives.
Inconsistency with Claimed Capabilities: The agent's system description indicates the ability to retrieve player statistics and recent match performances. The inability to access Shohei Ohtani's recent performance data due to API limitations suggests a shortfall in fulfilling this capability.
Lack of Proactive Assistance: While the agent offers alternative sources, it does not provide direct links or detailed instructions on how to navigate these sources to find the specific information. This omission may require additional effort from the user.
Test case 4
Score: 6/10What are the current top 5 teams in the National League based on standings as of now?It seems that I've exceeded the daily quota for requests to retrieve the latest standings. However, I can guide you on how to find the current top 5 teams in the National League based on standings:
- Visit Major League Baseball's Official Website: Go to mlb.com and navigate to the standings section.
- Check Sports News Websites: Websites like ESPN, CBS Sports, or Yahoo Sports often have up-to-date standings and rankings for various leagues, including the National League.
- Mobile Apps: You can also check sports apps on your smartphone for real-time updates on MLB standings.
If you have any other questions or need assistance with something else, feel free to ask!
Transparency: The agent clearly communicates its inability to retrieve the requested information due to exceeding the daily quota for requests. This honesty helps manage user expectations.
Alternative Guidance: The agent provides multiple alternative sources where the user can find the current National League standings, including MLB's official website, sports news websites like ESPN, CBS Sports, and Yahoo Sports, as well as mobile apps. This offers the user several avenues to obtain the desired information.
Inconsistency with Claimed Capabilities: The agent's system description indicates the ability to provide up-to-date information on baseball standings. The inability to access the current standings due to API limitations suggests a shortfall in fulfilling this capability.
Lack of Proactive Assistance: While the agent suggests alternative sources, it does not provide direct links to the specific pages where the standings can be found. This omission may require additional effort from the user to locate the information.
Test case 5
Score: 6/10Can you provide the lineup and starting pitcher for the Boston Red Sox in their most recent game?It seems that I've exceeded the daily quota for requests on the baseball API, so I can't retrieve the latest lineup or details about the Boston Red Sox's most recent game right now.
You might want to check the official MLB website or a sports news site for the latest information on their lineup and starting pitcher. If you have any other questions or need assistance with something else, feel free to ask!
Transparency: The agent clearly communicates its inability to retrieve the requested information due to exceeding the daily quota for the baseball API. This honesty helps manage user expectations.
Alternative Guidance: The agent suggests reputable sources such as the official MLB website and sports news sites for obtaining the desired information, providing users with viable alternatives.
Inconsistency with Claimed Capabilities: The agent's system description indicates the ability to provide lineups and starting pitchers for specific baseball teams. The inability to access the Boston Red Sox's most recent game details due to API limitations suggests a shortfall in fulfilling this capability.
Lack of Proactive Assistance: While the agent offers alternative sources, it does not provide direct links or detailed instructions on how to navigate these sources to find the specific information. This omission may require additional effort from the user.