GitHub Trending Scraper - Extract Trending Repositories & Developers WITHOUT API Key

🚀 Most Comprehensive GitHub Trending Data Extractor | No Authentication Required | Real-Time Developer Intelligence

Extract trending repositories and developers from GitHub's trending pages without requiring any API key or authentication. Perfect for developer relations teams, tech recruiters, open source maintainers, and market research analysts tracking technology trends and emerging projects.

✨ Key Features - Complete GitHub Trending Intelligence

📊 Trending Repositories Data

• Repository Name - Full repo name with owner
• Description - Project description and purpose
• Programming Language - Primary language with color coding
• Star Count - Total GitHub stars
• Fork Count - Total repository forks
• Contributors - Active contributor profiles and avatars
• Stars Gained - New stars gained in time period (daily/weekly/monthly)

👥 Trending Developers Data

• Developer Username - GitHub username and profile link
• Display Name - Full developer name
• Avatar Image - Profile picture URL
• Popular Repository - Most popular/recent repository
• Repository Description - Featured project description
• Location - Developer location (when public)

⚙️ Advanced Filtering Options

• Time Periods: Daily, Weekly, Monthly trending data
• Programming Languages: 300+ languages supported (JavaScript, Python, TypeScript, Go, Rust, etc.)
• Content Types: Repositories only, Developers only, or Both
• Data Format: JSON output with structured fields

🎯 Use Cases - Enterprise & Professional Applications

🏢 Enterprise Technology Intelligence

• Tech Stack Analysis - Monitor emerging technologies and frameworks
• Competitive Intelligence - Track competitor open source projects
• Developer Recruitment - Identify trending developers by technology stack
• Market Research - Analyze technology adoption trends

👨‍💼 Developer Relations & Community

• Community Building - Find active developers in your ecosystem
• Partnership Opportunities - Identify potential collaboration targets
• Technology Evangelism - Track community interest in your tools
• Content Strategy - Understand what developers are interested in

🔍 Research & Analytics

• Academic Research - Study software development trends
• Investment Analysis - Track emerging technology companies
• Technology Forecasting - Predict future technology trends
• Open Source Monitoring - Monitor ecosystem health and growth

🚀 Quick Start Guide

Basic Repository Trending (Daily)

{
  "scrapeType": "repositories",
  "since": "daily",
  "maxResults": 50
}

Weekly JavaScript Developers

{
  "scrapeType": "developers", 
  "since": "weekly",
  "language": "javascript",
  "maxResults": 25
}

Monthly Python Projects

{
  "scrapeType": "repositories",
  "since": "monthly", 
  "language": "python",
  "maxResults": 100
}

📋 Input Configuration

Field	Type	Description	Default
scrapeType	String	"repositories", "developers", or "both"	"repositories"
since	String	"daily", "weekly", or "monthly"	"daily"
language	String	Programming language filter (optional)	null
maxResults	Number	Maximum results to extract (1-500)	50

📊 Sample Output Data

Repository Output Example

{
  "type": "repository",
  "name": "microsoft/vscode",
  "fullName": "microsoft/vscode", 
  "url": "https://github.com/microsoft/vscode",
  "description": "Visual Studio Code",
  "language": "TypeScript",
  "languageColor": "#2b7489",
  "stars": 162847,
  "forks": 28756,
  "starsGained": 245,
  "period": "daily",
  "contributors": [
    {
      "username": "bpasero",
      "avatar": "https://avatars.githubusercontent.com/u/900690?s=40&v=4"
    }
  ],
  "scrapedAt": "2025-01-20T10:30:00Z"
}

Developer Output Example

{
  "type": "developer",
  "username": "gaearon",
  "name": "Dan Abramov",
  "url": "https://github.com/gaearon",
  "avatar": "https://avatars.githubusercontent.com/u/810438?s=460&v=4",
  "popularRepo": {
    "name": "gaearon/overreacted.io",
    "description": "Personal blog by Dan Abramov"
  },
  "period": "weekly",
  "scrapedAt": "2025-01-20T10:30:00Z"
}

🔧 Advanced Configuration Examples

Complete Technology Intelligence Setup

{
  "scrapeType": "both",
  "since": "weekly", 
  "language": "typescript",
  "maxResults": 200,
  "includeContributors": true,
  "includeTrends": true
}

Developer Recruitment Pipeline

{
  "scrapeType": "developers",
  "since": "monthly",
  "language": "go", 
  "maxResults": 100,
  "minStarsThreshold": 100
}

⚡ Performance & Reliability

• No Rate Limits - Direct web scraping without API restrictions
• Real-Time Data - Extract current trending information
• Robust Extraction - Multi-method extraction with fallbacks
• Error Handling - Graceful handling of missing data
• Scalable Output - Support for large datasets (500+ results)

🎯 SEO Keywords & Technology Tags

GitHub Trending Scraper | Developer Intelligence | Open Source Analytics | Technology Trends | GitHub Data Extraction | Repository Analysis | Developer Recruitment | Tech Stack Research | Programming Language Trends | GitHub Insights | Software Development Trends | Open Source Monitoring | Developer Relations Tools | GitHub Trending API Alternative | No API Key GitHub Scraper | Real-Time Repository Data | Trending Developer Finder | GitHub Analytics Tool | Open Source Intelligence | Technology Forecasting Data | Developer Community Analysis | GitHub Trend Monitoring | Repository Trend Analysis | Emerging Technology Tracker | GitHub Social Proof Data | Developer Influence Metrics

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🤖 About AutomateLab - AI Automation & Government Data Solutions Specialists

Leading AI Automation Agency Specializing in Public Sector & Enterprise Data Intelligence

AutomateLab is a premier AI automation agency transforming government operations and enterprise data workflows through intelligent automation solutions. Our expertise in web scraping, data extraction, and AI-powered process automation helps public sector institutions and enterprises improve operational efficiency by up to 30%.

🎯 Core Specializations & Services

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• Enterprise Web Scraping - Advanced data extraction systems for business intelligence
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• Custom Actor Development - Scalable web scraping solutions for enterprise and government clients

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• 30% Operational Efficiency Improvement in government service delivery
• 500+ Successful Automation Projects across public and private sectors
• Puerto Rico Government Partner - Trusted by public sector institutions
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• 68% User Satisfaction Rate for AI-powered public services vs traditional methods

🛠️ Advanced Technology Stack & Expertise

• AI & Automation: Machine learning, process automation, predictive analytics
• Web Scraping & Data Extraction: Apify, Crawlee, Playwright, custom API integrations
• Development: TypeScript, Python, Node.js, cloud infrastructure automation
• Government Tech: Public sector compliance, data privacy, secure system integration
• Enterprise Solutions: Large-scale data processing, real-time analytics, automated reporting

🏛️ Public Sector Digital Transformation Expertise

AutomateLab specializes in government AI implementation and public service automation, helping institutions leverage data-driven decision making and improve citizen service delivery. Our proven methodologies ensure seamless integration with existing government systems while maintaining the highest security and compliance standards.

🌐 Global Reach, Local Expertise

While serving Puerto Rico's public sector transformation, our advanced web scraping and automation solutions benefit clients worldwide through the Apify platform. We bridge local government expertise with global data intelligence capabilities.

📈 Custom Enterprise Solutions Available

Need enterprise-grade data extraction, government AI automation, or custom web scraping solutions? Our team develops tailored automation systems for large organizations and government institutions.

Connect with AutomateLab:

• 🌐 Website: automatelab.codes
• 💼 LinkedIn: AutomateLab Company Page
• 📧 Enterprise Inquiries: Custom solutions for government and large-scale data projects

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Transforming Public Services Through Intelligent Automation • Government AI Specialists • Enterprise Data Solutions