MLB Top 100 Prospects Scraper
Pricing
from $19.00 / 1,000 results
MLB Top 100 Prospects Scraper
Pull records from multiple Mlb sources in a single run and get a unified, normalized result set. Pull names, identifiers, dates, descriptions, status flags and source links per record. Built for research, lead generation and intelligence pipelines. Run on demand or on a recurring schedule and fee.
Pricing
from $19.00 / 1,000 results
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0.0
(0)
Developer
ParseForge
Maintained by CommunityActor stats
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Bookmarked
2
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1
Monthly active users
a day ago
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⚾ MLB Prospects Scraper
🚀 Get mlb prospects data in seconds. Get MLB.com top prospect rankings: player name, rank, team, position, height, weight, bats, throws and prospect grade by year. data for baseball scouting and fantasy analytics.
The MLB Prospects Scraper extracts structured records from MLB.com Prospects. Every record captures the canonical fields you would expect from the upstream source - ready for analytics, dashboards, BI tooling, or further enrichment.
The dataset spans mlb (all 30 teams) and exposes the same data the official source publishes - normalised, paginated, and exportable.
Who uses this data?
| Audience | Use Case |
|---|---|
| Researchers | Build longitudinal datasets for analysis |
| Compliance teams | Monitor regulated entities and filings |
| Journalists | Investigate public records at scale |
| Data analysts | Power BI dashboards and reports |
| Academic researchers | Run quantitative studies on public data |
| Product teams | Embed live mlb prospects records into apps |
📋 What the MLB Prospects Scraper does
- Queries MLB.com Prospects for the latest records
- Supports targeted filtering via the input parameters (see below)
- Returns structured records with 17 fields, no scraping artifacts
- Handles pagination automatically up to your
maxItemslimit - Cleans HTML entities and normalises dates and identifiers
- Delivers results as data, or data via Apify dataset Get
💡 Why it matters: Public-data sources rarely offer bulk Get. This Actor turns the live source into a queryable dataset.
📊 Data fields
Each record includes: batSide, birthDate, firstName, height, id, imageUrl, lastName, pitchHand, position, rank, results, scrapedAt, team, title, url, weight, year. These field names come straight from the actor's dataset schema, so what you see here is what lands in your dataset.
⚠️ Good to Know: Free users are limited to 10 items per run. Upgrade to a paid plan to unlock up to 1,000,000 items.
🚀 How to use
- Create a free Apify account - includes $5 free credit
- Open the MLB Prospects Scraper actor page
- Configure your input - set filters or leave defaults
- Set
maxItems(10 for a quick preview, higher for bulk extraction) - Click Run and wait for the dataset to populate
- access your results as data, or data
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💡 Pro Tip: browse the complete ParseForge collection for more public-data scrapers.
Need help? Visit the Apify Discord community or open a support ticket.
Disclaimer: This Actor accesses publicly available data from MLB.com Prospects in compliance with the source's terms of service. Data is provided as-is for informational purposes. Verify all records against the official source before relying on them for legal or business decisions.
🆘 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.
