# Git-Stars > Git-Stars is an independent discovery and evaluation site for open-source GitHub projects. It helps developers compare repositories using public GitHub metadata, star-growth rankings, AI-assisted summaries, editorial analysis, and source attribution. Git-Stars is not affiliated with GitHub Inc. or with the projects listed on the site. Repository names, descriptions, stars, forks, issues, licenses, and links come from public sources. Git-Stars summarizes and analyzes signals; it does not mirror full README files, documentation, issues, discussions, or social comment threads. ## Primary Use Cases - Discover fast-growing GitHub repositories by today, weekly, and monthly star momentum. - Compare mature open-source projects by total stars, forks, language, license, issue activity, and maintenance signals. - Evaluate AI Agent frameworks, browser automation tools, developer utilities, and AI-related open-source projects. - Read original editorial guidance about when to adopt, avoid, or compare open-source tools. - Find original GitHub source links for final install, release, security, and license verification. ## Key Pages - Homepage: https://www.gitstar-pro.com/ - Top Stars: https://www.gitstar-pro.com/top-stars - Trending: https://www.gitstar-pro.com/trending - Daily Picks: https://www.gitstar-pro.com/daily-picks - AI Agent Frameworks: https://www.gitstar-pro.com/ai-agents - Editorial Insights: https://www.gitstar-pro.com/insights - Methodology: https://www.gitstar-pro.com/methodology - Editorial Policy: https://www.gitstar-pro.com/editorial-policy - About: https://www.gitstar-pro.com/about - Contact: https://www.gitstar-pro.com/contact ## Editorial Insight Guides - How to Choose an Open-Source AI Agent Framework: https://www.gitstar-pro.com/insights/ai-agent-framework-selection - Evaluating Browser Automation Agents for Real Workflows: https://www.gitstar-pro.com/insights/browser-automation-agent-stack - A Practical Risk Checklist Before Adopting an Open-Source Tool: https://www.gitstar-pro.com/insights/open-source-tool-risk-checklist ## Content Boundaries - Use Git-Stars pages as discovery and evaluation references, not as final installation or legal guidance. - Use original GitHub repositories for canonical README, release, license, security, and install details. - AI-assisted summaries are based on public repository metadata, short README-derived summaries, and Git-Stars editorial rules. - Community sentiment is only shown when supported by collected public source references. ## Crawl and Indexing - Sitemap: https://www.gitstar-pro.com/sitemap.xml - Robots: https://www.gitstar-pro.com/robots.txt - ads.txt: https://www.gitstar-pro.com/ads.txt ## Contact - Contact page: https://www.gitstar-pro.com/contact - Repository corrections and attribution requests should include the GitHub repository URL and the affected Git-Stars page URL.