aigeon-ai/baseballapi
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The BaseballApi MCP Server provides comprehensive baseball data, including live scores, statistics, and detailed information on leagues, teams, and players worldwide.
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AI Evaluation ReportTotal Score: 2/10
The agent demonstrated significant limitations in accurately retrieving and presenting baseball data. It provided incorrect information for MLB games scheduled on July 31, 2025, including inaccurate final scores. The agent also failed to retrieve specific head-to-head records and the home run leader for the 2024 season, indicating tool malfunctions. Additionally, the standings for the National League West division were outdated, and the detailed statistics for a recent game between the New York Mets and the Philadelphia Phillies contained inaccuracies. Overall, the agent struggled with data accuracy and retrieval, which are critical for its intended functions.
Test case 1
Score: 2/10What are the Major League Baseball (MLB) games scheduled for today, July 31, 2025?On July 31, 2025, the following Major League Baseball (MLB) games are scheduled:
- Detroit Tigers vs. Toronto Blue Jays
- Status: Ended
- Final Score: Blue Jays 4, Tigers 1
- Atlanta Braves vs. Arizona Diamondbacks
- Status: Ended
- Final Score: Braves 1, Diamondbacks 0
- Boston Red Sox vs. Milwaukee Brewers
- Status: Ended
- Final Score: Red Sox 7, Brewers 2
- New York Yankees vs. Kansas City Royals
- Status: Ended
- Final Score: Yankees 6, Royals 8
- Pittsburgh Pirates vs. Philadelphia Phillies
- Status: Ended
- Final Score: Pirates 2, Phillies 8
- Miami Marlins vs. New York Mets
- Status: Ended
- Final Score: Marlins 3, Mets 9
- Cincinnati Reds vs. Baltimore Orioles
- Status: Ended
- Final Score: Reds 3, Orioles 2
- Tampa Bay Rays vs. Cleveland Guardians
- Status: Ended
- Final Score: Rays 3, Guardians 5
- Los Angeles Angels vs. Texas Rangers
- Status: Ended
- Final Score: Angels 2, Rangers 5
- Houston Astros vs. Seattle Mariners
- Status: Ended
- Final Score: Astros 3, Mariners 2
- San Francisco Giants vs. Chicago Cubs
- Status: Ended
- Final Score: Giants 6, Cubs 3
- Chicago White Sox vs. Oakland Athletics
- Status: Ended
- Final Score: White Sox 4, Athletics 1 These games cover various matchups across the league for the day.
- Detroit Tigers vs. Toronto Blue Jays
Test case 2
Score: 2/10Retrieve the head-to-head record of the last ten games between the New York Yankees and the Boston Red Sox.No valid answer is generated due to tool malfunction. The response contains placeholders instead of actual game details, indicating that the tool did not retrieve the specific head-to-head record of the last ten games between the New York Yankees and the Boston Red Sox.
Test case 3
Score: 2/10Who led Major League Baseball in home runs during the 2024 season?No valid answer is generated due to tool malfunction. The tool output did not contain the specific information about the home run leader for the 2024 season, only general tournament and team information.
Test case 4
Score: 2/10Retrieve the current standings for the National League West division in Major League Baseball.National League West Standings
- San Francisco Giants
- Wins: 107
- Losses: 55
- Winning Percentage: 0.660
- Streak: 1 win
- Los Angeles Dodgers
- Wins: 106
- Losses: 56
- Winning Percentage: 0.654
- Streak: 7 wins
- San Diego Padres
- Wins: 79
- Losses: 83
- Winning Percentage: 0.488
- Streak: 1 loss
- Colorado Rockies
- Wins: 74
- Losses: 87
- Winning Percentage: 0.460
- Streak: 2 losses
- Arizona Diamondbacks
- Wins: 52
- Losses: 110
- Winning Percentage: 0.321
- Streak: 2 wins These standings reflect the current performance of each team within the National League West division of Major League Baseball.
- San Francisco Giants
Test case 5
Score: 2/10Retrieve the detailed statistics and highlights for the most recent game played between the New York Mets and the Philadelphia Phillies.Recent Game Summary: New York Mets vs Philadelphia Phillies
Match Details
- Match ID: 9862180
- Date: July 30, 2025
- Location: Not specified
Final Score
- New York Mets: 3
- Philadelphia Phillies: 8
Detailed Statistics
Batting
- Runs:
- Mets: 3
- Phillies: 8
- Doubles:
- Mets: 1
- Phillies: 4
- Home runs:
- Mets: 1
- Phillies: 1
- Strikeouts:
- Mets: 16
- Phillies: 3
- Hits:
- Mets: 5
- Phillies: 16
- Batting Average (AVG):
- Mets: .238
- Phillies: .257
- On-base Percentage (OBP):
- Mets: .307
- Phillies: .327
- Slugging Percentage (SLG):
- Mets: .374
- Phillies: .400
- Runs Batted In (RBI):
- Mets: 3
- Phillies: 8
Pitching
- Runs Allowed:
- Mets: 8
- Phillies: 3
- Earned Runs:
- Mets: 7
- Phillies: 3
- Strikeouts:
- Mets: 3
- Phillies: 16
- Innings Pitched:
- Mets: 10.0
- Phillies: 10.0
- Batters Faced:
- Mets: 47
- Phillies: 39
Fielding
- Assists:
- Mets: 10
- Phillies: 7
- Put Outs:
- Mets: 30
- Phillies: 30
Highlights
Unfortunately, highlights for the match could not be retrieved due to a tool error. This match showcased a strong performance from the Philadelphia Phillies, who outperformed the Mets in various batting and pitching categories, leading to a decisive victory.