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 | 32.6k ★ | open | |
| 2 | gitlab-org/cliGitLab | 1k ★ | open | |
| 3 | apache/supersetGitHub | 73.6k ★ | open | |
| 4 | axios/axiosGitHubBadge | 109.1k ★ | open | |
| 5 | ggml-org/llama.cppGitHub | 118.9k ★ | open | |
| 6 | weaviate/weaviateGitHub | 16.5k ★ | open | |
| 7 | GreptimeTeam/greptimedbGitHub | 6.4k ★ | open | |
| 8 | streamlit/streamlitGitHub | 45.1k ★ | open | |
| 9 | wormhole-foundation/wormhole-connectGitHub | 114 ★ | open | |
| 10 | hsnice16/agent-friendly-codeGitHubBadge | 2 ★ | open | |
| 11 | excalidraw/excalidrawGitHub | 126.6k ★ | open | |
| 12 | scikit-learn/scikit-learnGitHub | 66.5k ★ | open | |
| 13 | discourse/discourseGitHub | 47.4k ★ | open | |
| 14 | milvus-io/milvusGitHub | 45k ★ | open | |
| 15 | pingcap/tidbGitHub | 40.2k ★ | open | |
| 16 | sqlfluff/sqlfluffGitHub | 9.8k ★ | open | |
| 17 | cli/cliGitHub | 45.1k ★ | open | |
| 18 | getsentry/sentryGitHub | 44.2k ★ | open | |
| 19 | earendil-works/piGitHub | 67k ★ | open | |
| 20 | vitessio/vitessGitHub | 21.1k ★ | open | |
| 21 | grafana/grafanaGitHub | 75.2k ★ | open | |
| 22 | astral-sh/ruffGitHub | 48.4k ★ | open | |
| 23 | apache/airflowGitHub | 46k ★ | open | |
| 24 | nrwl/nxGitHub | 29k ★ | open | |
| 25 | wagtail/wagtailGitHub | 20.4k ★ | open | |
| 26 | strapi/strapiGitHub | 72.6k ★ | open | |
| 27 | forem/foremGitHub | 22.7k ★ | open | |
| 28 | PostHog/posthogGitHub | 35.3k ★ | open | |
| 29 | prometheus/prometheusGitHub | 64.8k ★ | open | |
| 30 | google/osv-scannerGitHub | 10.6k ★ | open | |
| 31 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | open | |
| 32 | psf/requestsGitHub | 54.1k ★ | open |
Tracking 284 repos · last updated