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 |
|---|---|---|---|---|
| 65 | astral-sh/uvGitHub | 89.5k ★ | open | |
| 66 | hiyouga/LlamaFactoryGitHub | 74.6k ★ | open | |
| 67 | n8n-io/n8nGitHub | 203.5k ★ | open | |
| 68 | BerriAI/litellmGitHub | 58.1k ★ | open | |
| 69 | PostHog/posthogGitHub | 39.6k ★ | open | |
| 70 | vercel/turborepoGitHub | 31.1k ★ | open | |
| 71 | google-gemini/gemini-cliGitHub | 106.8k ★ | open | |
| 72 | traefik/traefikGitHub | 64.8k ★ | open | |
| 73 | pmndrs/zustandGitHub | 58.6k ★ | open | |
| 74 | block/gooseGitHub | 53.9k ★ | open | |
| 75 | helix-editor/helixGitHub | 46.1k ★ | open | |
| 76 | qdrant/qdrantGitHub | 34.4k ★ | open | |
| 77 | mui/material-uiGitHub | 99k ★ | open | |
| 78 | vllm-project/vllmGitHub | 91k ★ | open | |
| 79 | calcom/cal.diyGitHub | 48.2k ★ | open | |
| 80 | mastra-ai/mastraGitHub | 27.7k ★ | open | |
| 81 | meilisearch/meilisearchGitHub | 59.2k ★ | open | |
| 82 | ReactiveX/RxJavaGitHub | 48.2k ★ | open | |
| 83 | ReactiveX/RxSwiftGitHub | 24.6k ★ | open | |
| 84 | pytest-dev/pytestGitHub | 14.5k ★ | open | |
| 85 | gitlab-org/gitlabGitLab | 6.1k ★ | open | |
| 86 | moby/mobyGitHub | 72k ★ | open | |
| 87 | caddyserver/caddyGitHub | 75.5k ★ | open | |
| 88 | scikit-learn/scikit-learnGitHub | 67.2k ★ | open | |
| 89 | python-poetry/poetryGitHub | 34.3k ★ | open | |
| 90 | plausible/analyticsGitHub | 28.9k ★ | open | |
| 91 | sveltejs/kitGitHub | 20.8k ★ | open | |
| 92 | getnao/naoGitHub | 1.6k ★ | open | |
| 93 | Shopify/cliGitHub | 741 ★ | open | |
| 94 | ollama/ollamaGitHub | 180.3k ★ | open | |
| 95 | junegunn/fzfGitHub | 82.8k ★ | open | |
| 96 | open-webui/open-webuiGitHub | 151.1k ★ | open |
Tracking 371 repos · last updated