Agent Friendly Code

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.

Repo not on the board? Score any public GitHub repo live from its current commit.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 6 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
161pola-rs/polarsGitHub39.7k ★
73.1
open
162chenglou/pretextGitHub50.2k ★
73.0
open
163supermemoryai/supermemoryGitHub29.2k ★
72.7
open
164openai/codexGitHub121.9k ★
72.6
open
165refinedev/refineGitHub35.6k ★
72.6
open
166solidjs/solidGitHub36k ★
72.5
open
167honojs/honoGitHub32.1k ★
72.5
open
168scylladb/scylladbGitHub15.7k ★
72.4
open
169preactjs/preactGitHub38.9k ★
72.3
open
170vercel/swrGitHub32.5k ★
72.3
open
171sharkdp/batGitHub60.4k ★
71.9
open
172nlohmann/jsonGitHub50.6k ★
71.9
open
173SigNoz/signozGitHub32k ★
71.8
open
174rust-lang/rustGitHub117.5k ★
71.4
open
175microsoft/vscodeGitHub191k ★
71.3
open
176gohugoio/hugoGitHub89.7k ★
71.2
open
177vuejs/coreGitHub54.3k ★
71.2
open
178vapor/vaporGitHub26.2k ★
71.2
open
179hashicorp/vaultGitHub36.2k ★
71.1
open
180prettier/prettierGitHub52.2k ★
70.8
open
181immerjs/immerGitHub29k ★
70.8
open
182JetBrains/kotlinGitHub53.4k ★
70.7
open
183lit/litGitHub21.8k ★
70.6
open
184Comfy-Org/ComfyUIGitHub131.8k ★
70.5
open
185godotengine/godotGitHub116.7k ★
70.5
open
186BurntSushi/ripgrepGitHub68k ★
70.3
open
187nats-io/nats-serverGitHub20.7k ★
70.3
open
188encode/httpxGitHub15.5k ★
70.3
open
189encode/uvicornGitHub10.9k ★
70.3
open
190apple/swift-argument-parserGitHub3.8k ★
70.3
open
191statelyai/xstateGitHub30.1k ★
70.2
open
192TanStack/aiGitHub3.1k ★
70.2
open

Tracking 371 repos · last updated