Alternatives
Products that do what Stargazers does
Turn your GitHub Stars into an organized library.
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Hey friends! We have built an app for getting insights about your favorite GitHub community using large language models. The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs. This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this…
2023
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When I came across a study that traced 4.5 million fake GitHub stars, it confirmed a suspicion I’d had for a while: stars are noisy. The issue is they’re visible, they’re persuasive, and they still shape hiring decisions, VC term sheets, and dependency choices—but they say very little about actual quality. I wrote StarGuard to put that number in perspective based on my own methodology inspired with what they did and to fold a broader supply-chain check into one command-line run. It starts with the simplest raw input: every starred_at timestamp GitHub will give. It applies a…
2025 · github.com
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2024 · starlens.aisprint.dev
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Visualizes GitHub contribution graphs as a Space Shooter
Jan 2026 · github.com
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Just released a simple web tool, GitStars (http://www.gitstars.com) to help make the act of starring repositories on GitHub infinitely more useful. When you log into GitStars, your starred GitHub repositories are fetched and automatically tagged. You can freely edit the tags and help make the system's auto tagging better for everyone. In this early version, we were focused on helping you re-discover the repositories that you may have starred and lost track of. You can browse or search the repositories by the tags that were automatically generated. I would love to hear your comment on whether…
2012 · gitstars.com
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2016 · github.com
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Autopilot for your GitHub stars, track, chart, get notified
Feb 2026 · github.com
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2020 · github.com
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I made this as a fun tiny project to experiment with Remotion [1] to generate videos. You can find the source code on GitHub [2]. [1] https://www.remotion.dev/ [2] https://github.com/scastiel/github-stars-video
2023 · scastiel.dev
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GitHub profile analysis - Build your embedding from your Stars - Compare and discover popular people with similar interests and share yours - Generate a Skill Radar - Recommend repositories you might like
Jan 2026 · puzer.github.io
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I created a leaderboard showcasing the top 1000 GitHub repositories based on the number of stars. With GitHub hosting over 100 million public repositories, this leaderboard highlights the top 0.001% in terms of the number of stars. Stars might not be the perfect metric for adoption—metrics like the number of monthly downloads could be more accurate—but this list still represents some of the most popular and influential projects in the open-source community. You can check out the leaderboard here: https://githublb.vercel.app/
2024 · githublb.vercel.app
Ranked by how close each launch is in meaning, then by votes. Refine with a description →