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AI Studio  add-on for Spider.
Sports & Fitness
baseball-reference.com Verified

Baseball Reference Scraper

Extract MLB player stats, batting averages, pitcher records, and historical baseball data from Baseball Reference. Built on spider-browser .

Get started Docs
target
baseball-reference.com
success rate
99.9%
latency
~4ms
POST /fetch/baseball-reference.com/
return_format
curl -X POST https://api.spider.cloud/fetch/baseball-reference.com/ \
  -H "Authorization: Bearer $SPIDER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'
200 OK · cache hit · response shape
{
  "url": "https://baseball-reference.com/",
  "status": 200,
  "data": {
    "player_name": "string",
    "batting_average": "string",
    "home_runs": "string",
    "rbi": "string",
    "era": "string",
    "team": "string",
    "war": "string"
  }
}
Quick start

Extract data in minutes.

Structured JSON from baseball-reference.com with a single POST. AI-resolved selectors, cached on the first call.

baseball-reference-scraper.ts
import { SpiderBrowser } from "spider-browser";

const spider = new SpiderBrowser({
  apiKey: process.env.SPIDER_API_KEY!,
});

await spider.connect();
const page = spider.page!;
await page.goto("https://www.baseball-reference.com/leagues/majors/2025-standard-batting.shtml");
await page.content();

const data = await page.evaluate(`(() => {
  const players = [];
  document.querySelectorAll("#players_standard_batting tbody tr:not(.thead)").forEach(el => {
    const name = el.querySelector("td[data-stat='player'] a")?.textContent?.trim();
    const team = el.querySelector("td[data-stat='team_ID'] a")?.textContent?.trim();
    const avg = el.querySelector("td[data-stat='batting_avg']")?.textContent?.trim();
    const hr = el.querySelector("td[data-stat='HR']")?.textContent?.trim();
    const rbi = el.querySelector("td[data-stat='RBI']")?.textContent?.trim();
    const war = el.querySelector("td[data-stat='WAR']")?.textContent?.trim();
    if (name) players.push({ name, team, avg, hr, rbi, war });
  });
  return JSON.stringify({ total: players.length, players: players.slice(0, 15) });
})()`);

console.log(JSON.parse(data));
await spider.close();
ready to run · spider-browser · TypeScript
Extraction

Fields you can pull.

Player nameBatting averageHome runsRBIERATeamWAR
Data

Live scores & stats

Extract real-time scores, player stats, and standings from baseball-reference.com.

Rendering

Dynamic scoreboards

Full browser rendering for live-updating scoreboards and stat tables.

Scale

League coverage

Scrape across multiple leagues, seasons, and teams concurrently.

Related

More Sports & Fitness scrapers.

Start

Start scraping baseball-reference.com.

Grab an API key and call the endpoint above. The first request resolves the config; every request after hits cache.