GitHub Trending Scraper — Discover Rising Open-Source Projects
Pricing
Pay per usage
GitHub Trending Scraper — Discover Rising Open-Source Projects
Extract trending repositories from GitHub Trending with stars, language, description, and daily growth metrics. Perfect for developer research, competitive analysis, and market intelligence.
Pricing
Pay per usage
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Developer
Pierrick McD0nald
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GitHub Trending Repositories Scraper -- Extract Trending Repos with Stars, Language, and Growth Data
Scrape GitHub Trending pages to discover the fastest-growing open-source repositories. Extract repository names, descriptions, programming languages, total stars, forks, and daily star growth -- all without needing a GitHub API key.
This Actor is ideal for developers, investors, and analysts who want to track open-source momentum, identify emerging technologies, and monitor community interest across programming languages.
Use Cases
- Developer Research -- Discover trending libraries and frameworks before they become mainstream
- Competitive Analysis -- Track which repos in your niche are gaining traction
- Content Curation -- Build newsletters or dashboards around trending open-source projects
- Market Intelligence -- Identify emerging programming languages and technology shifts
- Recruitment -- Find fast-growing projects to identify high-demand skills
Input
| Field | Type | Required | Description |
|---|---|---|---|
startUrls | Array | Yes | GitHub Trending URLs to scrape |
maxItems | Number | No | Maximum repos per page (default: 25) |
proxyConfiguration | Object | No | Proxy configuration |
Supported URLs
https://github.com/trending-- All languages, dailyhttps://github.com/trending?since=weekly-- Weekly trendshttps://github.com/trending?since=monthly-- Monthly trendshttps://github.com/trending/python-- Language-specific dailyhttps://github.com/trending/typescript?since=weekly-- Language-specific weekly
Output
The Actor outputs a dataset with the following fields:
{"rank": 1,"owner": "microsoft","name": "vscode","fullName": "microsoft/vscode","url": "https://github.com/microsoft/vscode","repoDescription": "Visual Studio Code","language": "TypeScript","stars": 162000,"forks": 32000,"starsToday": 245,"trendingPage": "https://github.com/trending","scrapedAt": "2026-04-20T12:00:00.000Z"}
Pricing
Pay per event: $0.001 per repository scraped.
Limitations
- GitHub Trending pages show up to 25 repositories per page
- Rate limiting may apply; proxy is recommended for repeated runs
- Data reflects GitHub's trending algorithm at scrape time
FAQ
Q: Do I need a GitHub API token? A: No. This scraper uses the public GitHub Trending HTML pages.
Q: Can I scrape multiple languages at once?
A: Yes. Pass multiple URLs in startUrls.
Q: How often should I run this? A: Daily for daily trends, weekly for weekly trends.
Changelog
- v1.0.0 -- Initial release