Which public repos are friendliest to an AI coding agent?
Ranked per model across GitHub, GitLab, and Bitbucket — because agents aren't interchangeable.
Looking up a dependency? Check any npm / PyPI / Cargo package by name.
Repo not on the board? Score any public GitHub repo live from its current commit.
Aider — Auto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). It doesn't natively read AGENTS.md or CONVENTIONS.md — those load only when wired via `.aider.conf.yml`'s `read:` — so the config file, a green linter, and a declared test command are what translate into successful commits.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 33 | nuxt/nuxtGitHub | 60.8k ★ | open | |
| 34 | pydantic/pydanticGitHub | 28.7k ★ | open | |
| 35 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 36 | earendil-works/piGitHub | 102.1k ★ | open | |
| 37 | nodejs/nodeGitHub | 120.7k ★ | open | |
| 38 | denoland/denoGitHub | 108.4k ★ | open | |
| 39 | pytorch/pytorchGitHub | 102.8k ★ | open | |
| 40 | oven-sh/bunGitHub | 95.9k ★ | open | |
| 41 | grafana/grafanaGitHub | 76.6k ★ | open | |
| 42 | ghostty-org/ghosttyGitHub | 60.7k ★ | open | |
| 43 | go-gitea/giteaGitHub | 57.8k ★ | open | |
| 44 | mastodon/mastodonGitHub | 50.3k ★ | open | |
| 45 | astral-sh/ruffGitHub | 49.5k ★ | open | |
| 46 | apache/airflowGitHub | 46.7k ★ | open | |
| 47 | payloadcms/payloadGitHub | 44.6k ★ | open | |
| 48 | nrwl/nxGitHub | 29.3k ★ | open | |
| 49 | QwenLM/qwen-codeGitHub | 27.7k ★ | open | |
| 50 | forem/foremGitHub | 22.8k ★ | open | |
| 51 | vitessio/vitessGitHub | 21.3k ★ | open | |
| 52 | wagtail/wagtailGitHub | 20.5k ★ | open | |
| 53 | antiwork/gumroadGitHub | 9.7k ★ | open | |
| 54 | gradio-app/gradioGitHub | 43.5k ★ | open | |
| 55 | Textualize/textualGitHub | 37.1k ★ | open | |
| 56 | nautechsystems/nautilus_traderGitHub | 28.4k ★ | open | |
| 57 | prometheus/prometheusGitHub | 66k ★ | open | |
| 58 | celery/celeryGitHub | 28.9k ★ | open | |
| 59 | google/osv-scannerGitHub | 11k ★ | open | |
| 60 | microsoft/playwrightGitHub | 95.7k ★ | open | |
| 61 | All-Hands-AI/OpenHandsGitHub | 86.3k ★ | open | |
| 62 | chakra-ui/chakra-uiGitHub | 40.6k ★ | open | |
| 63 | neovim/neovimGitHub | 102.2k ★ | open | |
| 64 | github/spec-kitGitHub | 133.6k ★ | open |
Tracking 371 repos · last updated