Pricing
from $3.00 / 1,000 results
MLB Baseball Stats Scraper
Scrape the official MLB Stats API - comprehensive baseball data including teams, player batting/pitching stats, schedules, and standings. Official MLB data source, no authentication required.
Pricing
from $3.00 / 1,000 results
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2
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23 days ago
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Access comprehensive baseball data from the official MLB Stats API — player batting and pitching statistics, team standings, game schedules, and team info. No authentication required. Official MLB data updated in real-time during the season.
What You Can Scrape
| Mode | Data |
|---|---|
getPlayerStats | Season batting or pitching statistics for all players |
getStandings | Division standings for AL and NL |
getSchedule | Game schedule and results for a date range |
getTeams | List all 30 MLB teams with league and division info |
Input Parameters
| Parameter | Type | Default | Description |
|---|---|---|---|
mode | select | getPlayerStats | What data to retrieve |
statGroup | select | hitting | Type of stats: hitting, pitching, or fielding |
season | integer | 2024 | MLB season year (2019–2024) |
teamId | integer | — | Filter by MLB team ID (e.g. 147 = Yankees). Optional. |
startDate | text | — | Start date YYYY-MM-DD for getSchedule mode |
endDate | text | — | End date YYYY-MM-DD for getSchedule mode |
maxItems | integer | 50 | Maximum records to return (1–500) |
Output Fields
Player Stats (getPlayerStats)
| Field | Description |
|---|---|
playerId | MLB player identifier |
playerName | Player full name |
teamId | Team identifier |
teamName | Team name |
position | Primary field position |
season | Season year |
gamesPlayed | Games played |
atBats | At bats |
hits | Hits |
doubles | Doubles |
triples | Triples |
homeRuns | Home runs |
rbi | Runs batted in |
battingAverage | Batting average (e.g. ".304") |
onBasePercentage | On-base percentage |
sluggingPct | Slugging percentage |
ops | On-base plus slugging |
era | Earned run average (pitchers) |
wins | Pitcher wins |
losses | Pitcher losses |
strikeouts | Strikeouts |
mlbUrl | Official MLB player page URL |
scrapedAt | Timestamp of scraping |
Standings (getStandings)
| Field | Description |
|---|---|
teamName | Team name |
divisionName | Division name (e.g. AL East) |
leagueName | American League or National League |
wins | Total wins |
losses | Total losses |
pct | Winning percentage |
gamesBack | Games behind division leader |
divisionRank | Rank within division |
streakCode | Current streak (e.g. W5, L2) |
runsScored | Total runs scored |
runsAllowed | Total runs allowed |
runDifferential | Run differential |
Schedule (getSchedule)
| Field | Description |
|---|---|
gamePk | Game primary key |
gameDate | Game date/time (ISO 8601) |
officialDate | Official game date (YYYY-MM-DD) |
homeTeam | Home team name |
awayTeam | Away team name |
homeScore | Home team runs scored |
awayScore | Away team runs scored |
status | Game status (Final, In Progress, etc.) |
venue | Stadium name |
mlbUrl | Official MLB gameday page URL |
Teams (getTeams)
| Field | Description |
|---|---|
teamId | MLB team identifier |
name | Full team name |
abbreviation | 2–3 letter abbreviation (e.g. NYY) |
teamName | Short team name (e.g. Yankees) |
locationName | City/location |
leagueName | American League or National League |
divisionName | Division (e.g. AL East) |
venueName | Home stadium name |
active | Whether the team is active |
mlbUrl | Official MLB team page URL |
Example Configurations
Get top 2024 batting stats (default, works for daily test):
Get 2024 pitching leaders:
Get Yankees 2024 batting stats:
Get 2024 final standings:
Get opening week 2024 schedule:
Get all 30 MLB teams:
Common Team IDs
| Team | ID | Team | ID |
|---|---|---|---|
| New York Yankees | 147 | New York Mets | 121 |
| Boston Red Sox | 111 | Los Angeles Dodgers | 119 |
| Chicago Cubs | 112 | San Francisco Giants | 137 |
| Houston Astros | 117 | Atlanta Braves | 144 |
| Los Angeles Angels | 108 | Philadelphia Phillies | 143 |
| Chicago White Sox | 145 | Seattle Mariners | 136 |
| Toronto Blue Jays | 141 | Washington Nationals | 120 |
Use Cases
- Fantasy baseball — pull hitting and pitching stats for player evaluation
- Sports analytics — aggregate season stats for modeling and predictions
- Sports dashboards — build standings and stats leaderboards
- Historical research — analyze player and team performance across seasons (2019–2024)
- Data pipelines — feed official MLB data into BI tools or databases
Data Source
All data comes from the official MLB Stats API — the same API used by MLB.com and major sports analytics platforms. The API is completely free and requires no authentication.
FAQs
Q: How current is the data? A: Standings and schedules update in real-time during the season. Player stats may have slight delays (typically updated daily).
Q: What seasons are available? A: This scraper supports 2019–2024. The MLB Stats API has historical data going back to 1876, but stat coverage varies for older seasons.
Q: How do I filter by team?
A: Set teamId to the MLB team ID. For example, teamId: 147 returns only New York Yankees stats. Leave blank for all teams.
Q: What does statGroup control?
A: It switches between hitting (batting stats), pitching (ERA, WHIP, wins), and fielding (errors, putouts, assists).
Q: Is there a cost to use this scraper? A: No. The MLB Stats API is free and public. This scraper requires no proxy or API credentials and runs on the Apify free plan.
Q: Can I get playoff stats?
A: The getPlayerStats mode uses regular season (R) data. For playoff-specific stats, adjust the game type via the API parameters if needed in a custom setup.
