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.
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 | denoland/denoGitHub | 108.2k ★ | open | |
| 34 | pytorch/pytorchGitHub | 102.4k ★ | open | |
| 35 | oven-sh/bunGitHub | 95.4k ★ | open | |
| 36 | grafana/grafanaGitHub | 76.3k ★ | open | |
| 37 | ghostty-org/ghosttyGitHub | 59.7k ★ | open | |
| 38 | mastodon/mastodonGitHub | 50.2k ★ | open | |
| 39 | astral-sh/ruffGitHub | 49.2k ★ | open | |
| 40 | apache/airflowGitHub | 46.5k ★ | open | |
| 41 | payloadcms/payloadGitHub | 44.2k ★ | open | |
| 42 | nrwl/nxGitHub | 29.2k ★ | open | |
| 43 | QwenLM/qwen-codeGitHub | 27k ★ | open | |
| 44 | forem/foremGitHub | 22.8k ★ | open | |
| 45 | wagtail/wagtailGitHub | 20.4k ★ | open | |
| 46 | antiwork/gumroadGitHub | 9.6k ★ | open | |
| 47 | github/spec-kitGitHub | 129.1k ★ | open | |
| 48 | gradio-app/gradioGitHub | 43.4k ★ | open | |
| 49 | Textualize/textualGitHub | 36.9k ★ | open | |
| 50 | nautechsystems/nautilus_traderGitHub | 25.5k ★ | open | |
| 51 | prometheus/prometheusGitHub | 65.7k ★ | open | |
| 52 | celery/celeryGitHub | 28.8k ★ | open | |
| 53 | google/osv-scannerGitHub | 10.8k ★ | open | |
| 54 | microsoft/playwrightGitHub | 94.5k ★ | open | |
| 55 | chakra-ui/chakra-uiGitHub | 40.6k ★ | open | |
| 56 | hiyouga/LlamaFactoryGitHub | 74.1k ★ | open | |
| 57 | pallets/flaskGitHub | 72.2k ★ | open | |
| 58 | n8n-io/n8nGitHub | 200.7k ★ | open | |
| 59 | BerriAI/litellmGitHub | 56.4k ★ | open | |
| 60 | PostHog/posthogGitHub | 37.7k ★ | open | |
| 61 | vercel/turborepoGitHub | 30.9k ★ | open | |
| 62 | google-gemini/gemini-cliGitHub | 106.5k ★ | open | |
| 63 | neovim/neovimGitHub | 101.8k ★ | open | |
| 64 | traefik/traefikGitHub | 64.4k ★ | open |
Tracking 332 repos · last updated