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MLB StatsAPI Baseball Data Scraper

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MLB StatsAPI Baseball Data Scraper

MLB StatsAPI Baseball Data Scraper

Tap the official MLB StatsAPI for teams, players, schedules, venues, leagues, divisions, and seasons. Filter by sport id and season year to build rosters, standings, or game calendars. Useful for fantasy tools, baseball analytics, and historical season research.

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from $7.50 / 1,000 results

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ParseForge

ParseForge

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16

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17 hours ago

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โšพ MLB StatsAPI Public Scraper

๐Ÿš€ Export MLB teams, players, schedule, and venues in seconds, straight from the public StatsAPI used by MLB.com.

The MLB StatsAPI Public Scraper turns the statsapi.mlb.com public endpoint into a clean dataset. It calls the public API with whichever filters you supply, then flattens each record into one row.

Coverage spans all 30 mlb clubs ยท player rosters and bios ยท schedule, venues, leagues, divisions. Each row carries the most useful identifiers, names, scores, and timestamps the upstream feed exposes.

๐ŸŽฏ Target Audience๐Ÿ’ก Primary Use Cases
โšพ Baseball analystsPull rosters and schedules at scale
๐ŸŸ๏ธ Fantasy MLB buildersPower daily-fantasy and season leagues
๐Ÿ“ฐ Sports journalistsVerify roster and schedule data fast
๐ŸŽ“ Sabermetrics studentsMine official MLB datasets
๐Ÿค– ML engineersBuild pitcher-batter prediction sets
๐Ÿ‘ฉโ€๐Ÿ’ป DevelopersMirror StatsAPI into your own store

๐Ÿ“‹ What the MLB StatsAPI Public Scraper does

  • Calls MLB StatsAPI endpoints for teams, players, schedule, and venues.
  • Flattens nested venue, league, and division blocks into top-level fields.
  • Supports sportId, season, and date range filters.
  • Casts numeric ids cleanly.
  • Surfaces upstream errors as a clean error record.

๐Ÿ’ก Why it matters. The MLB StatsAPI powers MLB.com itself. This actor turns its sprawling endpoints into a flat dataset.

๐Ÿ“Š Data fields

Each record includes: abbreviation, division, endpoint, firstYearOfPlay, id, league, link, locationName, name, raw, results, scrapedAt, season, venue. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.

โš ๏ธ Good to Know. StatsAPI is public and unauthenticated. Heavy use can trigger rate limits.

๐Ÿš€ How to use

  1. Click Try for free.
  2. Pick your filters from the schema above.
  3. Click Start. Your dataset is ready in seconds.
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๐Ÿ’ก Pro Tip. browse the complete ParseForge collection for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records.

Disclaimer. This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. Create a free account w/ $5 credit.

๐Ÿ†˜ Need Help?

If you hit a bug, have questions about setup, or need a scraper we haven't built yet, open our contact form or write to parseforge@protonmail.com. We also take on paid custom data projects.

For faster answers, join our Discord. It's the best place to get support and suggest new actors.