Which public repos are easiest for AI coding agents to work in?

Repos from GitHub, GitLab and Bitbucket, scored on what each agent looks for, then ranked.

Is your repo ready for AI agents? Paste a GitHub URL.

Or check an npm / PyPI / Cargo package, run the agent skill locally, add the GitHub Action to score every pull request, or read AGENTS.md examples from popular repos.

Overall — the average of every agent's score.
Leaderboard — page 6 of 13 for Overall
RankRepoScore
161pandas-dev/pandasGitHub
73.6
162gin-gonic/ginGitHub
73.4
163spf13/cobraGitHub
73.4
164uber-go/zapGitHub
73.4
165plausible/analyticsGitHub
73.3
166huggingface/transformersGitHub
73.2
167sharkdp/fdGitHub
73.2
168duckdb/duckdbGitHub
73.2
169pola-rs/polarsGitHub
73.1
170apache/pinotGitHub
73.1
171supermemoryai/supermemoryGitHub
72.7
172trpc/trpcGitHub
72.6
173refinedev/refineGitHub
72.6
174solidjs/solidGitHub
72.5
175scylladb/scylladbGitHub
72.4
176preactjs/preactGitHub
72.3
177vercel/swrGitHub
72.3
178sharkdp/batGitHub
71.9
179nlohmann/jsonGitHub
71.9
180SigNoz/signozGitHub
71.8
181rust-lang/rustGitHub
71.4
182microsoft/vscodeGitHub
71.3
183gohugoio/hugoGitHub
71.2
184vuejs/coreGitHub
71.2
185hashicorp/vaultGitHub
71.1
186prettier/prettierGitHub
70.8
187immerjs/immerGitHub
70.8
188PostgREST/postgrestGitHub
70.8
189JetBrains/kotlinGitHub
70.7
190lit/litGitHub
70.6
191Comfy-Org/ComfyUIGitHub
70.5
192godotengine/godotGitHub
70.5

Tracking 401 repos · last updated