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 | 32.4k ★ | 92.7 | open |
| 2 | gitlab-org/cliGitLab | 1k ★ | 92.4 | open |
| 3 | apache/supersetGitHub | 73.4k ★ | 92.2 | open |
| 4 | axios/axiosGitHubBadge | 109.1k ★ | 91.7 | open |
| 5 | ggml-org/llama.cppGitHub | 117.3k ★ | 91.2 | open |
| 6 | weaviate/weaviateGitHub | 16.4k ★ | 91.2 | open |
| 7 | streamlit/streamlitGitHub | 45k ★ | 90.8 | open |
| 8 | wormhole-foundation/wormhole-connectGitHub | 114 ★ | 90.7 | open |
| 9 | hsnice16/agent-friendly-codeGitHubBadge | 2 ★ | 90.7 | open |
| 10 | excalidraw/excalidrawGitHub | 125.6k ★ | 89.8 | open |
| 11 | scikit-learn/scikit-learnGitHub | 66.4k ★ | 89.8 | open |
| 12 | discourse/discourseGitHub | 47.3k ★ | 89.4 | open |
| 13 | milvus-io/milvusGitHub | 44.8k ★ | 89.3 | open |
| 14 | pingcap/tidbGitHub | 40.2k ★ | 89.3 | open |
| 15 | sqlfluff/sqlfluffGitHub | 9.8k ★ | 89.3 | open |
| 16 | cli/cliGitHub | 44.9k ★ | 88.0 | open |
| 17 | getsentry/sentryGitHub | 44.1k ★ | 86.5 | open |
| 18 | earendil-works/piGitHub | 64k ★ | 86.1 | open |
| 19 | vitessio/vitessGitHub | 21k ★ | 86.1 | open |
| 20 | grafana/grafanaGitHub | 74.5k ★ | 85.9 | open |
| 21 | astral-sh/ruffGitHub | 48.1k ★ | 85.9 | open |
| 22 | apache/airflowGitHub | 45.9k ★ | 85.9 | open |
| 23 | nrwl/nxGitHub | 29k ★ | 85.9 | open |
| 24 | wagtail/wagtailGitHub | 20.4k ★ | 85.9 | open |
| 25 | strapi/strapiGitHub | 72.4k ★ | 85.6 | open |
| 26 | forem/foremGitHub | 22.7k ★ | 84.9 | open |
| 27 | PostHog/posthogGitHub | 35.1k ★ | 84.7 | open |
| 28 | prometheus/prometheusGitHub | 64.6k ★ | 84.6 | open |
| 29 | google/osv-scannerGitHub | 10.5k ★ | 84.6 | open |
| 30 | gitlab-org/gitlab-runnerGitLab | 2.6k ★ | 84.5 | open |
| 31 | psf/requestsGitHub | 54k ★ | 84.3 | open |
| 32 | denoland/denoGitHub | 107.2k ★ | 84.1 | open |
Tracking 284 repos · last updated