You can access the Google Scholar Scraper programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "query": "machine learning",
10    "maxItems": 50,
11    "sortBy": "relevance",
12    "proxyConfiguration": {
13        "useApifyProxy": True,
14        "apifyProxyGroups": ["RESIDENTIAL"],
15    },
16}
17
18# Run the Actor and wait for it to finish
19run = client.actor("codingfrontend/google-scholar-scraper").call(run_input=run_input)
20
21# Fetch and print Actor results from the run's dataset (if there are any)
22print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
23for item in client.dataset(run["defaultDatasetId"]).iterate_items():
24    print(item)
25
26# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

Google Scholar Scraper API in Python

The Apify API client for Python is the official library that allows you to use Google Scholar Scraper API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

Google Scholar Scraper API in JavaScript

Google Scholar Scraper API through CLI

Google Scholar Scraper OpenAPI definition

Google Scholar Scraper API

Google Scholar Scraper

marco.gullo/google-scholar-scraper

Scrape publication details from scholar.google.com. Add your query, time range, and optionally document type (PDF or HTML only). Extract information about articles such as titles, authors, links, related articles, and more.

Marco Gullo

1.7K

5.0

(6)

Google Scholar Scraper

easyapi/google-scholar-scraper

Powerful Google Scholar scraper collect up to 5000 scholarly results per run with flexible search options, citation filtering. Perfect for academic research, bibliometric analysis, and scientific trend tracking. 🎓🔍

EasyApi

356

2.5

(2)

Google Scholar Scraper

george.the.developer/google-scholar-scraper

Scrape Google Scholar for academic papers, citations, author profiles. No API key needed. Extract titles, authors, abstracts, citation counts, PDF links, h-index, i10-index. Export JSON, CSV, Excel. Anti-bot protection with residential proxies, UA rotation, CAPTCHA detection.

George Kioko

5.0

(1)

Google Scholar Scraper

crawlerbros/google-scholar-scraper

Scrape academic papers, articles, and citations from Google Scholar. Search by keywords with filters for year range, document type, sort order, and article type. Extract titles, authors, citations, links, and more.

Crawler Bros

5.0

(10)

Google Scholar Scraper: Articles, Citations & PDFs

primeparse/google-scholar-scraper

Extract academic data from Google Scholar: titles, authors, years, citations, abstracts, PDF links. Supports queries, year filters (1900-2100), pagination (up to 5 pages). Rate-limited for safety. Ideal for research, citations, datasets, AI. Clean JSON output. Run on Apify with proxies.

PrimeParse

Google Scholar Search Scraper

ecomscrape/google-scholar-search-scraper

Extract comprehensive academic data from Google Scholar including research papers, citations, author information, and PDF links. Automate your literature review process with advanced scraping capabilities for researchers and academics.

ecomscrape

Google Scholar Article Scraper

agenscrape/google-scholar-article-scraper

Extract academic articles, citations, authors, and publication data from Google Scholar. Perfect for research analysis and literature reviews with fast, reliable scraping.

Agenscrape

🎓 Google Scholar Scraper — Papers & Citations

nexgendata/google-scholar-scraper

Scrape Google Scholar for academic papers, citations, author profiles, and h-index data. Extract abstracts, publication dates, and journal info. Ideal for literature reviews and research.

Stephan Corbeil

Google Scholar Scraper

cloud9_ai/google-scholar-scraper

Extract academic papers from Google Scholar: title, authors, year, journal, citation count, abstract snippet, PDF links. Search by keyword with year range filters. Stricter rate limiting for reliability. Perfect for literature review, research trend analysis, citation tracking.

cloud9

Google Scholar Scraper: Cheap & Affordable (Rental) 📚⚡

scrapestorm/google-scholar-scraper-cheap-affordable-rental

Unlock the potential of the Google Scholar scraper tool! 📚✨ Easily collect academic papers based on your chosen keyword or research topic 🔍. Get essential details like the title 📝, author(s) 🖋️, publication date ⏰, journal/source 🌐, and direct links to full texts 🔗—ideal for researchers ! 🚀

Storm_Scraper

Google Scholar Scraper

automation-lab/google-scholar-scraper

Search Google Scholar and extract academic papers. Get titles, authors, citation counts, abstracts, PDF links, and publication details. Supports year filtering.