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AI & Developer

Hugging Face Scraper

Extract ML model cards, dataset info, leaderboard data, and paper metadata from Hugging Face. Powered by spider-browser .

Get Started Documentation
huggingface.co target
99.5% success rate
~4ms latency
Quick Start

Extract data in minutes

huggingface-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://huggingface.co/models?sort=trending");
await page.content(10000);

const data = await page.evaluate(`(() => {
  const models = [];
  document.querySelectorAll("article.overview-card-wrapper").forEach(el => {
    const name = el.querySelector("h4")?.textContent?.trim();
    const downloads = el.querySelector("[title*='downloads']")?.textContent?.trim();
    const likes = el.querySelector("[title*='likes']")?.textContent?.trim();
    const updated = el.querySelector("time")?.getAttribute("datetime");
    if (name) models.push({ name, downloads, likes, updated });
  });
  return JSON.stringify({ total: models.length, models: models.slice(0, 15) });
})()`);

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

Data you can extract

Model nameDownloadsLikesTagsLibraryLicenseAuthorLast updated
Rendering

React SPA handling

Full browser rendering for streaming content and dynamic React UI.

Content

Structured parsing

Extract code blocks, documentation, repository data, and metadata.

Waiting

Load completion

Smart network idle detection waits for dynamically loaded content to finish.

Related

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Start scraping huggingface.co

Get your API key and start extracting data in minutes.