Best GitHub Scrapers in 2026: Repos, Users & Org Data via Apify

GitHub has a public API — but if you have ever tried to pull structured data at scale, you know the pain: rate limits (60 req/hr unauthenticated), pagination gymnastics, auth token management, and nested GraphQL queries for basic fields. Scraper actors on Apify handle all of that. You get clean JSON output, built-in retries, and proxy rotation — no API token required. Here is when that matters: Recruiter sourcing : Pull developer profiles with tech stacks, contribution history, and contact info Competitor analysis : Track repo growth, star velocity, and release cadence across orgs Tech stack research : Search repos by language, topic, or keyword — structured, not grep Contributor analytics : Map who is active in a project, how often, and in what capacity Comparison: GitHub Scraper Actors on Apify (March 2026) Actor Users What It Scrapes Strengths Limitations saswave/github-profile-scraper 180 User profiles, followers, social links Most popular, LinkedIn/Twitter extraction Profiles only