You can access the GitHub Repository Search Scraper — Stars, Language, Topics 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 API & Integrations 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 = { "searchQuery": "web scraping" }
9
10# Run the Actor and wait for it to finish
11run = client.actor("muhammadafzal/github-repo-search-stars-language-topics").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
15for item in client.dataset(run.default_dataset_id).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

GitHub Repository Search & Scraper by Stars API in Python

The Apify API client for Python is the official library that allows you to use GitHub Repository Search Scraper — Stars, Language, Topics API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

GitHub Repository Search Scraper — Stars, Language, Topics API in JavaScript

GitHub Repository Search Scraper — Stars, Language, Topics API through CLI

GitHub Repository Search Scraper — Stars, Language, Topics OpenAPI definition

GitHub Repository Search Scraper — Stars, Language, Topics API

RAG Web Browser

apify/rag-web-browser

Web search and fetch tool for AI agents and RAG pipelines. It queries Google Search, scrapes the top N pages using a full web browser, and returns their content as clean Markdown for further processing by an LLM. Can also fetch individual URLs.

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GitHub Repo Search — Stars, Language & Topics

ryanclinton/github-repo-search

Search and scrape GitHub repositories by keyword, language, stars, forks, or topic. Extract structured repo metadata including owner, license, topics, and activity timestamps. Sort by stars, forks, or recently updated. Export to JSON, CSV, or API. No token required.

Ryan Clinton

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GitHub Repository Search & Scraper

scrapeworks/github-repo-search

Search GitHub repositories by keyword, language, topic, stars, and date. Clean structured JSON with stars, forks, license, topics, owner, and activity dates. Optional token for high rate limits.

Nicolas van Arkens

OpenTable Scraper & API — Restaurants and Reviews

muhammadafzal/opentable-scraper

Scrape OpenTable restaurants and diner reviews by city, cuisine or URL: rating, price band, address, phone and website. USD 10 per 1,000 restaurants.

Muhammad Afzal

Github Repo User Scraper

inquisitive_sarangi/github-repo-scraper

Github Repo User Scraper is simple tool to extract users of a repo(s) like contributors, stargazers & watchers. You can also export listings to JSON/CSV or any other as format.

API Master

GitHub Trending Scraper - Repos, Stars & Developers

viralanalyzer/github-trending-scraper

Scrape GitHub trending repositories, stars, forks, languages, and developer profiles. Track open source trends daily/weekly/monthly.

viralanalyzer

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GitHub Repository Search — Stars, Forks & Languages

northglasslabs/github-repo-search

Search GitHub repositories by keyword, language, and sort order using the free GitHub Search API. Returns repo metadata including stars, forks, license, owner info, and more. No authentication required.

North Glass Labs

Google News Scraper & API — Headlines, Publishers & Dates

muhammadafzal/google-news-scraper

Scrape Google News by keyword or RSS feed into JSON: headline, publisher, publish date, snippet. Google News API alternative for monitoring. $10 per 1,000.

Muhammad Afzal

Contractor Leads Scraper — Contractor List from Google Maps

muhammadafzal/contractor-lead-scraper

Build contractor leads from Google Maps by trade and city: HVAC, plumbers, roofers, electricians. Name, phone, website, rating. USD 50 per 1,000 leads.

Muhammad Afzal