Science & Research

Semantic Scholar Scraper

Extract paper metadata, citation graphs, author profiles, and AI-generated summaries from Semantic Scholar research engine. Powered by spider-browser .

Get Started Documentation

semanticscholar.org target

99.5% success rate

~4ms latency

Quick Start

Extract data in minutes

semantic-scholar-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.semanticscholar.org/search?q=large+language+models&sort=relevance");
await page.content(10000);

const data = await page.evaluate(`(() => {
  const papers = [];
  document.querySelectorAll("[data-test-id='search-result']").forEach(el => {
    const title = el.querySelector("[data-test-id='title-link']")?.textContent?.trim();
    const authors = el.querySelector("[data-test-id='author-list']")?.textContent?.trim();
    const year = el.querySelector("[data-test-id='paper-year']")?.textContent?.trim();
    const citations = el.querySelector("[data-test-id='citation-count']")?.textContent?.trim();
    const tldr = el.querySelector("[data-test-id='tldr']")?.textContent?.trim();
    if (title) papers.push({ title, authors, year, citations, tldr });
  });
  return JSON.stringify({ total: papers.length, papers: papers.slice(0, 15) });
})()`);

console.log(JSON.parse(data));
await spider.close();

✓ ready to run | spider-browser | TypeScript

Fetch API

Structured data endpoint

Extract structured JSON from semanticscholar.org with a single POST request. AI-configured selectors, cached for fast repeat calls.

POST /fetch/semanticscholar.org/

Paper titleAuthorsAbstractCitation countInfluential citationsYear

Try it Fetch API Docs

curl

curl -X POST https://api.spider.cloud/fetch/semanticscholar.org/ \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"return_format": "json"}'

Python

import requests

resp = requests.post(
    "https://api.spider.cloud/fetch/semanticscholar.org/",
    headers={
        "Authorization": "Bearer YOUR_API_KEY",
        "Content-Type": "application/json",
    },
    json={"return_format": "json"},
)
print(resp.json())

Node.js

const resp = await fetch("https://api.spider.cloud/fetch/semanticscholar.org/", {
  method: "POST",
  headers: {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json",
  },
  body: JSON.stringify({ return_format: "json" }),
});
const data = await resp.json();
console.log(data);

Extraction