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from $2.00 / 1,000 record returneds

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MLB Stats Scraper 💰$2/1K — Scores, Standings & Stats

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Scrape statsapi.mlb.com for teams, rosters, schedules, live scores, standings, season batting, pitching and fielding stats, box scores and league leaders — at $2 per 1,000 rows, half what comparable MLB scrapers charge. Structured JSON, CSV or Excel.

Pricing

from $2.00 / 1,000 record returneds

Rating

0.0

(0)

Developer

Black Falcon Data

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Categories

Sports

Lead generation

Automation

⚾ Data Type

mode

Optional

What to scrape. Players = the season roster with full batting, pitching and fielding lines (the default). Teams = every club with league, division and venue. Schedule = games with scores and status. Standings = live division and wild-card tables. Player Stats = season stat lines for the players or clubs you name. Box Scores = one row per player per game. Leaders = the league leaderboards.

Type:string

Default:players

Options:

playersteamsschedulestandingsplayerStatsgameDetailsleaders

🔍 Search Term(s)

query

Optional

Name to match, full or partial (e.g. "Ohtani", "Aaron Judge", "Rodriguez"). On Players it matches the player name; on the other data types it matches the names the record carries, so "Yankees" finds their games, their standing and their players' box-score lines. Case-insensitive and substring-based. LEAVE EMPTY for the complete set.

Type:string

📅 Season

season

Optional

Season year to pull, e.g. 2026. Defaults to the current year. Historical seasons are served the same way.

Type:integer

Minimum:1876

Maximum:2100

⚾ League Level

sportId

Optional

1 = Major League Baseball (default). 11 = Triple-A, 12 = Double-A, 13 = High-A, 14 = Single-A.

Type:integer

Minimum:1

Maximum:600

📅 Seasons (multiple)

seasons

Optional

Several season years in one run, e.g. 2024, 2025, 2026. Overrides 📅 Season when set. Each season is fetched separately, so ten seasons cost ten times one season.

Type:array

🏟️ Team IDs

teamIds

Optional

Limit to these clubs, by statsapi team id (e.g. 147 = New York Yankees, 119 = Los Angeles Dodgers). Leave empty for every club. Run the Teams data type once to get the full id list.

Type:array

🧢 Player IDs

playerIds

Optional

Player Stats only. Limit to these players, by statsapi person id (e.g. 660271 = Shohei Ohtani). Empty falls back to the clubs in 🏟️ Team IDs, and empty again to the whole season roster.

Type:array

📋 Game IDs

gamePks

Optional

Box Scores only. The games to pull, by statsapi gamePk. Empty means every game the Schedule filters below select — so a date plus a club is enough, no ids needed.

Type:array

📆 Date

date

Optional

Schedule and Box Scores. A single day, YYYY-MM-DD (e.g. 2025-07-04). Shorthand for setting From and To to the same day. A value that is not a date stops the run rather than being ignored.

Type:string

📆 From Date

fromDate

Optional

Schedule and Box Scores. Start of the date range, YYYY-MM-DD. Leave both dates empty for the whole season.

Type:string

📆 To Date

toDate

Optional

Schedule and Box Scores. End of the date range, YYYY-MM-DD.

Type:string

🏅 League

leagueId

Optional

Standings and Leaders. Both leagues, or just the American or National League.

Type:string

Default:both

Options:

bothALNL

📈 Stat Group

statGroup

Optional

Player Stats and Leaders. Keep every player, or narrow to those with a season line in one group — choosing Pitching returns pitchers, not position players with an empty pitching line. All three lines are still delivered on every row that survives the filter.

Type:string

Default:all

Options:

allhittingpitchingfielding

🎬 Game Type

gameType

Optional

Schedule, Box Scores and Leaders. Which part of the season counts. Postseason covers the Wild Card, Division Series, League Championship and World Series together; pick one of those to narrow it further.

Type:string

Default:R

Options:

RSPFDLWA

🏆 Leaderboards

leaderCategories

Optional

Leaders only. Which boards to pull, by statsapi category (homeRuns, battingAverage, runsBattedIn, stolenBases, earnedRunAverage, strikeouts, wins, saves, …). Empty returns those eight.

Type:array

💰 Betting Odds & Win Probability

includeOdds

Optional

Schedule only. Add the sportsbook line for each game — money line with its open and close, run line, over/under total — plus the win probability with the bookmaker margin divided out, and an independent model projection. NOT CHARGED: unlike the enrichment options above, odds carry no fee of their own, only a little run time. One exception worth knowing: with Incremental Mode on, a moving line counts as a change, so games whose odds shifted come back as updated rows and are charged at the usual per-record rate. Leave odds off if you want incremental runs to react only to the schedule itself. The official MLB feed carries no odds at all, so this is read from a second source and matched to each game by club and final score; a game that cannot be matched safely is left without odds rather than handed another game line.

Type:boolean

Default:false

🔗 Start URLs

startUrls

Optional

Optional. Point the run at a roster universe with a statsapi.mlb.com URL of the form https://statsapi.mlb.com/api/v1/sports/1/players?season=2025 — sportId 1 is MLB, 11 to 14 are the minor-league levels. This is how you reach a roster the season and sport inputs cannot name. Each URL becomes its own task and results are merged and deduped by record ID. A URL of any other shape is ignored and the run falls back to the other inputs — and if there are none, the run stops and says so rather than quietly browsing the whole roster you did not ask for.

Type:string[]

Default:

[]

💯 Max Results

maxResults

Optional

Maximum total records (0 = unlimited). Box Scores is the one exception: unlimited there is a whole season of play-by-play rows, far more than one run can hold, so it asks you to narrow by date, club or game first.

Type:integer

Minimum:0

Maximum:50000

Default:25

📋 Include Full Details

includeDetails

Optional

Fetch full records — season stats, biography, position, handedness and current club. Turn off for a faster, name-only run.

Type:boolean

Default:true

🏥 Include Roster & Injury Status

includeRosterStatus

Optional

Players data type only — these fields ride on the player record, so a Player Stats, Box Score, Schedule, Standings or Leaders run is not enriched by this switch and is not charged for it. Add each player's current roster status — Active, Injured 10-Day, Injured 60-Day, Reassigned to Minors, Released — plus the date it took effect. Roughly doubles the amount of data fetched per player. Requires 📋 Include Full Details; without it this option is skipped and not charged.

Type:boolean

Default:false

🏆 Include Awards

includeAwards

Optional

Players data type only — these fields ride on the player record, so a Player Stats, Box Score, Schedule, Standings or Leaders run is not enriched by this switch and is not charged for it. Add All-Star and Futures Game selections and similar honours, with the season each was won. Adds about 60% to the data fetched per player. Needs 📋 Include Full Details switched on — otherwise it is skipped, and not charged.

Type:boolean

Default:false

📋 Include Transaction History

includeTransactions

Optional

Players data type only — these fields ride on the player record, so a Player Stats, Box Score, Schedule, Standings or Leaders run is not enriched by this switch and is not charged for it. Add signings, trades and injured-list placements with their dates and the league's own wording. This is where injury dates come from. Substantially increases the data fetched per player — leave off unless you need the history. Only runs when 📋 Include Full Details is on; skipped and not charged otherwise.

Type:boolean

Default:false

📦 Compact Output

compact

Optional

Core fields only (for AI-agent/MCP workflows).

Type:boolean

Default:false

Exclude empty fields from output

excludeEmptyFields

Optional

Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.

Type:boolean

Default:false

♻️ Incremental Mode

incrementalMode

Optional

Compare against previous run state. stateKey is optional — defaults to a value derived from search inputs (queries, startUrls) so different filter sets never share state.

Type:boolean

Default:false

🔑 State Key

stateKey

Optional

Optional. Stable identifier for the tracked search universe. Leave empty to auto-generate from the inputs that SELECT the universe — search terms, start URLs, data type, season, league level and the id filters. Date filters are deliberately NOT part of it, so two runs over different date windows share one history on purpose: a window is a slice of the same universe, not a different one. Set this yourself when you want two runs kept apart regardless.

Type:string

🔄 Emit Unchanged Records

emitUnchanged

Optional

When incremental mode is on, also emit records whose content has not changed since the last run.

Type:boolean

Default:false

⚰️ Emit Expired Records

emitExpired

Optional

When incremental mode is on, also emit records that were seen before but are no longer found. NOT available on a date-filtered run: a run narrowed by 📅 Date or the From/To range has only seen a slice of the season, so it cannot prove anything disappeared and will never emit a removal however long you leave it on. Use it on a run that covers the whole universe.

Type:boolean

Default:false

🚫 Skip Duplicates

skipReposts

Optional

When incremental, skip records whose content matches an expired record from a prior run (cross-run duplicate detection).

Type:boolean

Default:false

🔑 Telegram Bot Token

telegramToken

Optional

Telegram bot token (from @BotFather). Required for Telegram notifications.

Type:string

💬 Telegram Chat ID

telegramChatId

Optional

Telegram chat or channel ID (e.g. "-100123456789"). Required when telegramToken is set.

Type:string

🎮 Discord Webhook URL

discordWebhookUrl

Optional

Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook.

Type:string

💼 Slack Webhook URL

slackWebhookUrl

Optional

Slack incoming webhook URL. api.slack.com/messaging/webhooks.

Type:string

📊 Max Records Per Notification

notificationLimit

Optional

Maximum number of records included in each notification message (1–20).

Type:integer

Minimum:1

Maximum:20

Default:5

🔄 Notify Only New/Updated

notifyOnlyChanges

Optional

When Incremental Mode is on, only send notifications for NEW and UPDATED records. Has no effect outside incremental mode.

Type:boolean

Default:false

📱 WhatsApp Access Token

whatsappAccessToken

Optional

WhatsApp Cloud API permanent access token (System User token from Meta Business). Recipient must have messaged the business number within the last 24h (service-conversation window — free since Nov 2024).

Type:string

📞 WhatsApp Phone Number ID

whatsappPhoneNumberId

Optional

Your WhatsApp Business phone-number ID (numeric, from Meta dashboard). Required when whatsappAccessToken is set.

Type:string

📲 WhatsApp Recipient

whatsappTo

Optional

Recipient phone in E.164 format without + (e.g. "436641234567"). Recipient must have messaged your business number within last 24h.

Type:string

🪝 Generic Webhook URL

webhookUrl

Optional

Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends.

Type:string

📋 Webhook Headers

webhookHeaders

Optional

Optional JSON object of custom headers (e.g. {"Authorization":"Bearer ..."}).

Type:object

Send results to a connected app

appConnector

Optional

Optional. Pick a connected app under Settings → API & Integrations to receive your results. Best-effort across MCP connectors as Apify expands its catalog.

Type:string

Issue tracker team

mcpIssueTeam

Optional

Only when the connected app is an issue tracker: the team (name or ID) the summary issue is created under, if that app requires one.

Type:string

📝 Description Format

descriptionFormat

Optional

Not used by this Actor. MLB records carry no free-text description field, so this setting has nothing to act on; it is accepted only so existing callers do not break.

Type:string

Default:all

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