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.
Overall (average across models) — Simple average of every per-model score.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 65 | sveltejs/kitGitHub | 20.7k ★ | open | |
| 66 | moby/mobyGitHub | 72k ★ | open | |
| 67 | scrapy/scrapyGitHub | 63.9k ★ | open | |
| 68 | pydantic/pydanticGitHub | 28.5k ★ | open | |
| 69 | openclaw/openclawGitHub | 386.4k ★ | open | |
| 70 | mui/material-uiGitHub | 98.8k ★ | open | |
| 71 | caddyserver/caddyGitHub | 74.9k ★ | open | |
| 72 | gitlab-org/gitlabGitLab | 6.1k ★ | open | |
| 73 | zed-industries/zedGitHub | 88.7k ★ | open | |
| 74 | vllm-project/vllmGitHub | 89.1k ★ | open | |
| 75 | celery/celeryGitHub | 28.8k ★ | open | |
| 76 | BerriAI/litellmGitHub | 56.4k ★ | open | |
| 77 | ollama/ollamaGitHub | 178.6k ★ | open | |
| 78 | mastodon/mastodonGitHub | 50.2k ★ | open | |
| 79 | google-gemini/gemini-cliGitHub | 106.5k ★ | open | |
| 80 | langflow-ai/langflowGitHub | 153.3k ★ | open | |
| 81 | colinhacks/zodGitHub | 43.5k ★ | open | |
| 82 | Textualize/textualGitHub | 36.9k ★ | open | |
| 83 | neovim/neovimGitHub | 101.8k ★ | open | |
| 84 | withastro/astroGitHub | 61.8k ★ | open | |
| 85 | apache/flinkGitHub | 26.3k ★ | open | |
| 86 | microsoft/onnxruntimeGitHub | 21.4k ★ | open | |
| 87 | TanStack/routerGitHub | 14.9k ★ | open | |
| 88 | labstack/echoGitHub | 32.6k ★ | open | |
| 89 | chroma-core/chromaGitHub | 29.1k ★ | open | |
| 90 | sst/opencodeGitHub | 197.7k ★ | open | |
| 91 | warpdotdev/warpGitHub | 64.2k ★ | open | |
| 92 | appwrite/appwriteGitHub | 57k ★ | open | |
| 93 | pytest-dev/pytestGitHub | 14.4k ★ | open | |
| 94 | cloudflare/vinextGitHub | 8.6k ★ | open | |
| 95 | inngest/inngestGitHub | 5.7k ★ | open | |
| 96 | biomejs/biomeGitHub | 25.6k ★ | open |
Tracking 332 repos · last updated