You can access the GitLab Repository 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
10# Run the Actor and wait for it to finish
11run = client.actor("nexgendata/gitlab-scraper").call(run_input=run_input)
12
13# Fetch and print Actor results from the run's dataset (if there are any)
14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
15for item in client.dataset(run["defaultDatasetId"]).iterate_items():
16    print(item)
17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

GitLab Repository Scraper - Repo Analytics API in Python

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

Install the apify-client

$pip install apify-client

Other API clients include:

GitLab Repository Scraper API in JavaScript

GitLab Repository Scraper API through CLI

GitLab Repository Scraper OpenAPI definition

GitLab Repository Scraper API

Gitlab Email Scraper - Advanced, Fast & Cheapest

contacts-api/gitlab-email-scraper-fast-advanced-and-cheapest

🧑‍💻 GitLab Email Scraper allows you to extract developer and organization emails from GitLab profiles 🔎 Scale tech hiring and B2B outreach 📧

Lead Heaven

GitLab Email Scraper – Advanced, Cheapest & Reliable 📧⚡📷

contactminerlabs/gitlab-email-scraper---advanced-cheapest-reliable

🔍 Scrape GitLab Emails Enter your search parameters to collect verified contact emails from public GitLab profiles, along with profile title, bio snippet, source URL & platform info ✉️📊 Perfect for lead generation, influencer outreach & data enrichment in tools like Google Sheets or CRMs⚡🧩

ContactMinerLabs

Gitlab Star Gazer Actor

giovannibiancia/gitlab-star-gazer-actor

Extract profiles of users who starred any GitLab repository — with emails, linkedin, instagram and phone numbers scraped from personal websites. Built for B2B lead generation and developer outreach.

Giovanni Bianciardi

GitHub Repository Scraper

nexgendata/github-scraper

Search and extract GitHub repositories with stars, forks, languages, descriptions and contributor info.

Stephan Corbeil

GitHub Repository Scraper

vulnv/github-repository-scraper

Scrape and extract GitHub repository data, metadata, statistics, stars, forks, issues, and project information from multiple repositories at once.

VulnV

Gitlab Scraper | Fast & Reliable | $2 / 1k

fatihtahta/gitlab-scraper

Turn GitLab into a clean dataset. Scrape public projects and user profiles with rich metadata: names, namespaces, descriptions, topics, stars, forks, visibility and activity timestamps. Great for tech research, competitor tracking, lead lists and spotting fast-moving projects.

Fatih Tahta

GitHub Repository Scraper

cloud9_ai/github-scraper

Scrape GitHub repositories, users, and trending projects via REST API. Extract repo names, stars, forks, languages, descriptions, and contributor data.

cloud9

Github Scraper

automation-lab/github-scraper

Extract data from GitHub — repository details, developer profiles, trending repos, and search results. Stars, forks, languages, topics, and more. No API key needed.

Stas Persiianenko

GitHub Repository Search

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.