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 8 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
225fastapi/fastapiGitHub102.1k ★
67.2
open
226nikic/PHP-ParserGitHub17.5k ★
67.2
open
227apache/seatunnelGitHub9.6k ★
67.2
open
228babashka/babashkaGitHub4.6k ★
67.2
open
229filamentphp/filamentGitHub32k ★
67.1
open
230facebook/reactGitHub249.1k ★
66.9
open
231vercel/aiGitHub26.6k ★
66.8
open
232pocketbase/pocketbaseGitHub61k ★
66.7
open
233ClickHouse/ClickHouseGitHub49.7k ★
66.7
open
234storybookjs/storybookGitHub91k ★
66.5
open
235localsend/localsendGitHub90.2k ★
66.5
open
236makeplane/planeGitHub59k ★
66.1
open
237Aider-AI/aiderGitHub48.8k ★
66.0
open
238DefiLlama/defillama-appGitHub292 ★
66.0
open
239kubernetes/kubernetesGitHub126.4k ★
65.7
open
240nocodb/nocodbGitHub64.9k ★
65.6
open
241go-gorm/gormGitHub39.9k ★
65.2
open
242symfony/aiGitHub1.2k ★
65.2
open
243apache/icebergGitHub9.2k ★
65.1
open
244apache/pinotGitHub6.1k ★
65.1
open
245libeigen/eigenGitLab1.2k ★
65.0
open
246Anuken/MindustryGitHub28.9k ★
64.8
open
247remix-run/react-routerGitHub56.6k ★
64.7
open
248apache/beamGitHub8.7k ★
64.7
open
249questdb/questdbGitHub17.3k ★
64.6
open
250go-chi/chiGitHub22.8k ★
64.5
open
251eslint/eslintGitHub27.5k ★
64.4
open
252quarkusio/quarkusGitHub15.9k ★
64.0
open
253google-deepmind/mujocoGitHub14.9k ★
64.0
open
254protocolbuffers/protobufGitHub72k ★
63.7
open
255fastlane/fastlaneGitHub42.1k ★
63.7
open
256elixir-lang/elixirGitHub26.6k ★
63.7
open

Tracking 371 repos · last updated