GitHub Issues Scraper
by incontrovertible_gate
Scrape issues from any public GitHub repo - no API token needed. Get titles, authors, labels, dates & more. Perfect for competitor analysis, market re...
Opens on Apify.com
About GitHub Issues Scraper
Scrape issues from any public GitHub repo - no API token needed. Get titles, authors, labels, dates & more. Perfect for competitor analysis, market research & lead generation. Fast, reliable, 25 issues/sec.
What does this actor do?
GitHub Issues Scraper is a web scraping and automation tool available on the Apify platform. It's designed to help you extract data and automate tasks efficiently in the cloud.
Key Features
- Cloud-based execution - no local setup required
- Scalable infrastructure for large-scale operations
- API access for integration with your applications
- Built-in proxy rotation and anti-blocking measures
- Scheduled runs and webhooks for automation
How to Use
- Click "Try This Actor" to open it on Apify
- Create a free Apify account if you don't have one
- Configure the input parameters as needed
- Run the actor and download your results
Documentation
🔍 GitHub Issues Scraper > Extract issues from any public GitHub repository - No API token required! The fastest way to scrape GitHub issues for competitor analysis, market research, lead generation, and project monitoring. --- ## ⚡ Features ✅ No Authentication - Works instantly, no GitHub token needed ✅ Fast & Efficient - 25 issues per request, minimal compute usage ✅ Structured Data - Clean JSON output ready for analysis ✅ Keyword Filtering - Find specific issues that matter to you ✅ Pagination Built-in - Scrape hundreds of issues automatically --- ## 🎯 Use Cases ### 🕵️ Competitor Intelligence Monitor competitor repositories to discover what features users want and what bugs frustrate them. ### 📊 Market Research Find real user problems by tracking issues across repos in your industry. ### 💰 Lead Generation Identify frustrated users who might be ready to switch to your solution. ### 🔔 Project Monitoring Track your own repos for new bug reports and feature requests. --- ## 📥 Input Example json { "repoUrl": "n8n-io/n8n", "issueState": "open", "maxItems": 100, "keywords": ["bug", "error"] } ### Input Parameters | Field | Type | Required | Description | |-------|------|----------|-------------| | repoUrl | String | Yes | Repository in owner/repo format or full GitHub URL | | issueState | Enum | No | open, closed, or all (default: open) | | maxItems | Number | No | Max issues to scrape (default: 50, max: 1000) | | keywords | Array | No | Filter issues containing these keywords | --- ## 📤 Output Example json [ { "number": 22226, "title": "Outlook Create Event Node is not working correctly!", "url": "https://github.com/n8n-io/n8n/issues/22226", "author": "AppsyStudios", "createdAt": "2025-11-24T11:25:43Z", "updatedAt": "2025-11-24T11:26:00Z", "state": "OPEN", "labels": [ "status:in-linear", "triage:pending" ], "milestone": null, "repository": "n8n-io/n8n" }, { "number": 22207, "title": "Telegram trigger not working, need urgent help", "url": "https://github.com/n8n-io/n8n/issues/22207", "author": "nikavkloosterman-pixel", "createdAt": "2025-11-24T03:21:31Z", "updatedAt": "2025-11-24T11:18:06Z", "state": "OPEN", "labels": [ "status:in-linear", "triage:pending" ], "milestone": null, "repository": "n8n-io/n8n" } ] ### Output Fields | Field | Type | Description | |-------|------|-------------| | number | Number | Issue number | | title | String | Issue title | | url | String | Direct link to the issue | | author | String | GitHub username who created the issue | | createdAt | String | ISO 8601 timestamp when issue was created | | updatedAt | String | ISO 8601 timestamp of last update | | state | String | OPEN or CLOSED | | labels | Array | List of label names | | milestone | String | Milestone name (or null) | | repository | String | Repository in owner/repo format | --- ## 🔗 Integrations Export your scraped data to: - Google Sheets - Analyze in spreadsheets - Slack - Get notified of new issues - Airtable - Build a searchable database - Zapier / Make / n8n - Automate workflows - Webhooks - Send to any endpoint - Email - Daily/weekly digests --- ## 💡 Pro Tips ### Monitor Competitors json { "repoUrl": "competitor/their-product", "issueState": "open", "maxItems": 200, "keywords": ["slow", "expensive", "bug", "broken", "alternative"] } ### Track Feature Requests json { "repoUrl": "facebook/react", "issueState": "open", "maxItems": 100, "keywords": ["feature", "request", "enhancement", "proposal"] } ### Find Frustrated Users json { "repoUrl": "vercel/next.js", "issueState": "open", "maxItems": 50, "keywords": ["help", "urgent", "blocker", "critical"] } --- ## ⚙️ Performance | Metric | Value | |--------|-------| | Issues per page | 25 | | Requests per minute | 30 (rate limited) | | Memory usage | ~256-512 MB | | Avg. time per 100 issues | ~8 seconds | --- ## 📞 Support - 🐛 Report Issues - 💬 Questions? Contact us on Apify --- ## 🏷️ Keywords github scraper, github issues, repository scraper, issue tracker, bug tracker, competitor analysis, market research, lead generation, open source monitoring, developer tools, github api alternative, no authentication scraper --- Made with ❤️ using Crawlee and Apify SDK
Categories
Common Use Cases
Market Research
Gather competitive intelligence and market data
Lead Generation
Extract contact information for sales outreach
Price Monitoring
Track competitor pricing and product changes
Content Aggregation
Collect and organize content from multiple sources
Ready to Get Started?
Try GitHub Issues Scraper now on Apify. Free tier available with no credit card required.
Start Free TrialActor Information
- Developer
- incontrovertible_gate
- Pricing
- Paid
- Total Runs
- 31
- Active Users
- 4
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