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Agent Friendly Code
Which public repos are friendliest to an AI coding agent?
Public leaderboard ranking GitHub, GitLab, and Bitbucket repos by how agent-friendly they are for Claude Code, Cursor, Devin, GPT-5 Codex, Gemini CLI, Aider, OpenHands, and Pi — per model, with AGENTS.md / CLAUDE.md, CI, tests, and dev-env signals.
Hey PH 👋 Maker here.
Which public repos are friendliest to an AI coding agent? I kept asking this after watching the same agent one-shot a task in one repo and flail for an hour in another. The variable was never the agent — it was the repo.
So I built the leaderboard that answers it.
🎯 Per-model — Claude Code weights AGENTS.md, Devin cares about CI, Cursor likes strong types. "Friendliest" changes with the agent you use.
🔍 Explainable — every repo page shows the top 3 fixes to climb, ranked by points gained. A to-do list, not just a grade.
🌐 Cross-forge — GitHub, GitLab, Bitbucket out of the box.
Plus a [PR Action](https://github.com/hsnice16/agen...) that comments your score-delta on every commit, and a [local skill](https://github.com/hsnice16/agen...) that scores your repo and picks a model.
Honest caveat: per-model weights come from each agent's docs today — running every agent on every repo (the real benchmark) is the 1.0 goal. Shipping the useful 80% now, upfront about the rest.
What signal matters most for your agent that I'm not measuring yet? That shapes the rubric directly. 🙏
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About Agent Friendly Code on Product Hunt
“Which public repos are friendliest to an AI coding agent?”
Agent Friendly Code was submitted on Product Hunt and earned 6 upvotes and 1 comments, placing #74 on the daily leaderboard. Public leaderboard ranking GitHub, GitLab, and Bitbucket repos by how agent-friendly they are for Claude Code, Cursor, Devin, GPT-5 Codex, Gemini CLI, Aider, OpenHands, and Pi — per model, with AGENTS.md / CLAUDE.md, CI, tests, and dev-env signals.
Agent Friendly Code was featured in Productivity (655.6k followers), Open Source (68.6k followers), Developer Tools (515.4k followers) and GitHub (41.3k followers) on Product Hunt. Together, these topics include over 257.3k products, making this a competitive space to launch in.
Who hunted Agent Friendly Code?
Agent Friendly Code was hunted by Himanshu Singh. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
Want to see how Agent Friendly Code stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
Himanshu Singh