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.

Live on Peerlist Launchpad
Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 6 of 9 for Overall (average across models)
RankRepoStarsScoreExternal link
161ggml-org/whisper.cppGitHub51k ★
68.1
open
162clap-rs/clapGitHub16.5k ★
67.9
open
163shadcn-ui/uiGitHub117.3k ★
67.7
open
164warpdotdev/warpGitHub62.3k ★
67.7
open
165coollabsio/coolifyGitHub57.3k ★
67.6
open
166apache/seatunnelGitHub9.4k ★
67.4
open
167fastify/fastifyGitHub36.6k ★
67.2
open
168phoenixframework/phoenixGitHub23k ★
67.2
open
169rust-lang/rustlingsGitHub63.3k ★
67.1
open
170filamentphp/filamentGitHub31.2k ★
67.1
open
171ghostfolio/ghostfolioGitHub8.8k ★
66.9
open
172facebook/reactGitHub246.1k ★
66.8
open
173fastapi/fastapiGitHub99.6k ★
66.8
open
174storybookjs/storybookGitHub90.4k ★
66.6
open
175ClickHouse/ClickHouseGitHub48.2k ★
66.6
open
176pocketbase/pocketbaseGitHub59.2k ★
66.3
open
177vapor/vaporGitHub26.1k ★
66.1
open
178makeplane/planeGitHub52.7k ★
66.0
open
179DefiLlama/defillama-appGitHub292 ★
66.0
open
180vuejs/coreGitHub53.9k ★
65.8
open
181ml-explore/mlxGitHub27.2k ★
65.6
open
182kubernetes/kubernetesGitHub123.3k ★
65.4
open
183nocodb/nocodbGitHub63.6k ★
65.2
open
184symfony/aiGitHub1.1k ★
65.2
open
185apache/icebergGitHub9k ★
65.1
open
186apache/pinotGitHub6.1k ★
65.1
open
187millionco/react-doctorGitHub13.1k ★
65.0
open
188go-gorm/gormGitHub39.8k ★
64.9
open
189encode/starletteGitHub12.4k ★
64.9
open
190encode/uvicornGitHub10.8k ★
64.9
open
191remix-run/react-routerGitHub56.5k ★
64.8
open
192questdb/questdbGitHub17.1k ★
64.6
open

Tracking 284 repos · last updated