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 |
|---|---|---|---|---|
| 33 | nautechsystems/nautilus_traderGitHub | 25.4k ★ | open | |
| 34 | forem/foremGitHub | 22.8k ★ | open | |
| 35 | psf/requestsGitHub | 54.3k ★ | open | |
| 36 | psf/blackGitHub | 41.8k ★ | open | |
| 37 | prometheus/prometheusGitHub | 65.6k ★ | open | |
| 38 | PostHog/posthogGitHub | 37.6k ★ | open | |
| 39 | google/osv-scannerGitHub | 10.8k ★ | open | |
| 40 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 41 | denoland/denoGitHub | 108.2k ★ | open | |
| 42 | pytorch/pytorchGitHub | 102.3k ★ | open | |
| 43 | oven-sh/bunGitHub | 95.3k ★ | open | |
| 44 | ghostty-org/ghosttyGitHub | 59.4k ★ | open | |
| 45 | antiwork/gumroadGitHub | 9.5k ★ | open | |
| 46 | chakra-ui/chakra-uiGitHub | 40.6k ★ | open | |
| 47 | Textualize/richGitHub | 57k ★ | open | |
| 48 | sqlalchemy/sqlalchemyGitHub | 12.1k ★ | open | |
| 49 | github/spec-kitGitHub | 125.9k ★ | open | |
| 50 | gradio-app/gradioGitHub | 43.3k ★ | open | |
| 51 | n8n-io/n8nGitHub | 199.9k ★ | open | |
| 52 | vercel/turborepoGitHub | 30.9k ★ | open | |
| 53 | traefik/traefikGitHub | 64.4k ★ | open | |
| 54 | block/gooseGitHub | 52.6k ★ | open | |
| 55 | microsoft/playwrightGitHub | 94.2k ★ | open | |
| 56 | mastra-ai/mastraGitHub | 27.1k ★ | open | |
| 57 | Shopify/cliGitHub | 729 ★ | open | |
| 58 | hiyouga/LlamaFactoryGitHub | 73.9k ★ | open | |
| 59 | meilisearch/meilisearchGitHub | 58.9k ★ | open | |
| 60 | payloadcms/payloadGitHub | 44k ★ | open | |
| 61 | getnao/naoGitHub | 1.5k ★ | open | |
| 62 | calcom/cal.diyGitHub | 47.4k ★ | open | |
| 63 | novuhq/novuGitHub | 39.5k ★ | open | |
| 64 | oxc-project/oxcGitHub | 22.3k ★ | open |
Tracking 332 repos · last updated