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AI · alternatives · 2026

24 alternatives to SlopScore – Contributor Reputation for GitHub PRs

Open source maintainers are drowning in low effort PRs. Someone sees a help wanted issue, pastes it into an AI, submits without testing, loops through review comments without understanding the code. The PR looks plausible at first glance but falls apart under review. Maintainers waste 30 minutes before realizing it's garbage. This is happening at scale now. And it's worst in projects with bounty programs or GSoC where there's incentive to “contribute.” GitHub tells you if someone is a first-time contributor to your repo. It doesn't tell you anything about their history elsewhere. I built a…

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    The spam filter GitHub should have built

    Jan 2026 · chromewebstore.google.com · its alternatives →

  2. 2

    I've always wanted a better way to explore the authorship data embedded in a Git commit log. I'm having fun building a CLI tool to do this. It's a bit like the "Contributors" tab on Github that shows you how many commits each contributor has made but much faster and with many more options. If you get a chance to try it out, please let me know. I'd love to hear feedback and suggestions. Thank you!

    2025 · github.com · its alternatives →

  3. 3

    Hassle-free and qualified GitHub repository benchmarks

    2022 · its alternatives →

  4. 4

    Give your GitHub README.md some insightful eye-candy

    2021 · repobeats.axiom.co · its alternatives →

  5. 5

    See the top contributor + % lines per author

    2025 · open-vsx.org · its alternatives →

  6. 6

    I built this in 2018 as a school project to bulk delete GitHub repos. It got 25k views on Medium and ~10k users organically, then I basically ignored it for years. Recently I dug into GitHub's community discussion board and some low hanging fruit for feature additions — archive, visibility changes, collaborator cleanup. GitHub's answer was always "use the API." So I built the UI. RepoSweeper now does: - Bulk archive / unarchive - Bulk visibility (public ↔ private) - Bulk collaborator add/remove - Staleness scoring so you know what to act on first - Handles 100+ repos with…

    2024 · reposweeper.com · its alternatives →

  7. 7
    GitSpo▲112

    Measure & engage your open-source community

    2020 · its alternatives →

  8. 8

    Pew pew needless GitHub repos, clean up your repos via CLI

    2022 · adrianmato.com · its alternatives →

  9. 9

    :cop: GitHub Bot For Validating Pull Request Mergability Requirements and Issues Structure - Schachte/Git-Enforcer

    2018 · github.com · its alternatives →

  10. 10

    A quick way to browse GitHub issues and pull requests.

    2018 · git-issues.vercel.app · its alternatives →

  11. 11
    GitJin▲116

    GitHub repos, issues, and PRs in one clear dashboard

    Dec 2025 · gitjin.com · its alternatives →

  12. 12

    Discover beginner friendly issues on GitHub

    2019 · its alternatives →

  13. 13

    00's called, they want their RSS feeds back. I was looking at my growing Github gist collection when a sudden urge to blog and make a name for myself "by not programming" struck. Part way into implementing my oh so special static website generator it occurred to me that, quite frankly, Github gists is a pretty decent publishing platform. I mean, it gives you reasonably extended markdown with previews, heck I could even write in org-mode, has comments, follower - followee relationship, extended search with filters, check out locally and push your edits. Did someone say "edit button"? Thus the…

    2023 · git.ht · its alternatives →

  14. 14

    Know before you clone with instant GitHub security insights

    2025 · its alternatives →

  15. 15SM

    About 6 years ago I wrote a blog post [0] with some ideas on how to help popular open source maintainers deal with all the noise on Github. Patted myself in the back and never did anything about it :) There's recently been a lot more discussion around this due to AI, so I've built a simple tool called "Slop Meter" [1]. It gives maintainers a quick snapshot of the user's history in open source: 1) Do they just open issues and expect you to do everything, or will they put in the work to fix the problems and open a PR? What's the issues : PR ratio? 2) If they do contribute, what percentage of…

    Mar 2026 · its alternatives →

  16. 16

    Github repo trustscore

    Dec 2025 · trustrepo.dev · its alternatives →

  17. 17CI
  18. 18

    Break big changes into small reviewable PRs

    Apr 2026 · github.github.com · its alternatives →

  19. 19PC

    Code review conversations on GitHub can be frustratingly slow, now you can have them on Slack. Features: - Each pull request (PR) on GitHub creates a Slack channel (public or private) with all involved parties (creator, assignees, and reviewers). - An auto-generated summary in English of what the PR does, making it easier for reviewers to enter the context. - Notifications of workflow results, new commits, new approvals... are sent in the channel. - Code comments with context are available. The initial review still takes place on GitHub, but messages are then transferred to Slack for…

    2023 · pullpo.io · its alternatives →

  20. 20

    A faster web client for GitHub

    2025 · gitfaster.dev · its alternatives →

  21. 21

    Hi HN, Lately Github PRs have been drowning in a flood of AI slop. I’ve been seeing it myself, and I’m not the only one: https://x.com/mitchellh/status/2011819428061855915 I think it’s great that folks are using AI tools to code faster and better, but too many folks are abusing them to make low-quality contributions to public repos. This takes a lot of reviewers’ mindshare. IMO there needs to be a mechanism to flag low-effort PRs with AI slop, so you can just skip reading them. So I built one: https://haystackeditor.com/slop-detector It’s a simple AI…

    Jan 2026 · haystackeditor.com · its alternatives →

  22. 22

    I do maintain big OSS projects and and try to contribute as well. However contribution experience can very bad, if you follow the path of picking the most famous objects. Good luck contributing to Node, Rust, Shadcn and etc - they do not need your contribution, their PR queue is overloaded and they can't handle it. Plus you need to get to their internal circles first, though quite complex process. The world is much bigger. There are so many help required from the smaller but still active projects. Just recently I raised 3 small PRs, and they reviewed the same day! As a my respect to all the…

    Sep 2026 · helpwanted.dev · its alternatives →

  23. 23

    An easy and welcoming place to submit your first PR

    2023 · github.com · its alternatives →

  24. 24

    gitGost allows anonymous contributions to public GitHub repositories. It removes author info, email, timestamps, and opens PRs from a neutral bot. No accounts, OAuth, or tokens required. Built in Go, open source (AGPL-3.0), with abuse prevention via rate limits and validation. Feedback welcome.

    Jan 2026 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →