GitHub's REST API gives you access to public repository data, user profiles, and search — without any authentication token.
No-Auth Endpoints
Search repositories:
https://api.github.com/search/repositories?q=web+scraping+language:javascript&sort=stars
Get repo details:
https://api.github.com/repos/cheeriojs/cheerio
User profiles:
https://api.github.com/users/torvalds
Trending (via search):
https://api.github.com/search/repositories?q=created:>2026-03-01&sort=stars&order=desc
Rate Limits
- Without auth: 60 requests/hour (enough for research)
- With a free personal token: 5,000 requests/hour
What GitHub Data Reveals
Technology landscape. Sort by stars → see what developers actually use. Compare stars between competing frameworks.
Open-source activity. Fork count = developer interest. Recent commits = active maintenance.
Hiring signals. Companies with active GitHub repos are investing in engineering.
Market timing. A repo going from 100 → 5,000 stars in a month = technology inflection point.
Tools
- GitHub Trending Scraper — popular repos by language
- GitHub Profile Scraper — developer profiles
- GitHub Issues Scraper — issues and PRs
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