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 |
|---|---|---|---|---|
| 1 | surrealdb/surrealdbGitHub | 32.3k ★ | open | |
| 2 | gitlab-org/cliGitLab | 1k ★ | open | |
| 3 | apache/supersetGitHub | 73.2k ★ | open | |
| 4 | axios/axiosGitHubBadge | 109.1k ★ | open | |
| 5 | ggml-org/llama.cppGitHub | 115.1k ★ | open | |
| 6 | streamlit/streamlitGitHub | 44.9k ★ | open | |
| 7 | wormhole-foundation/wormhole-connectGitHub | 114 ★ | open | |
| 8 | hsnice16/agent-friendly-codeGitHubBadge | 1 ★ | open | |
| 9 | excalidraw/excalidrawGitHub | 124.8k ★ | open | |
| 10 | scikit-learn/scikit-learnGitHub | 66.3k ★ | open | |
| 11 | discourse/discourseGitHub | 47.2k ★ | open | |
| 12 | pingcap/tidbGitHub | 40.1k ★ | open | |
| 13 | sqlfluff/sqlfluffGitHub | 9.7k ★ | open | |
| 14 | cli/cliGitHub | 44.7k ★ | open | |
| 15 | getsentry/sentryGitHub | 44.1k ★ | open | |
| 16 | earendil-works/piGitHub | 60.5k ★ | open | |
| 17 | grafana/grafanaGitHub | 74.3k ★ | open | |
| 18 | astral-sh/ruffGitHub | 47.9k ★ | open | |
| 19 | apache/airflowGitHub | 45.7k ★ | open | |
| 20 | nrwl/nxGitHub | 28.8k ★ | open | |
| 21 | wagtail/wagtailGitHub | 20.3k ★ | open | |
| 22 | strapi/strapiGitHub | 72.3k ★ | open | |
| 23 | forem/foremGitHub | 22.7k ★ | open | |
| 24 | PostHog/posthogGitHub | 34.9k ★ | open | |
| 25 | prometheus/prometheusGitHub | 64.3k ★ | open | |
| 26 | google/osv-scannerGitHub | 10.5k ★ | open | |
| 27 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 28 | psf/requestsGitHub | 54k ★ | open | |
| 29 | denoland/denoGitHub | 107k ★ | open | |
| 30 | oven-sh/bunGitHub | 92.9k ★ | open | |
| 31 | ghostty-org/ghosttyGitHub | 56.1k ★ | open | |
| 32 | chakra-ui/chakra-uiGitHub | 40.4k ★ | open |
Tracking 250 repos · last updated