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 10 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
289composer/composerGitHub29.5k ★
60.7
open
290laravel/aiGitHub1.1k ★
60.7
open
291veloren/velorenGitLab2.4k ★
60.3
open
292apache/rocketmqGitHub22.6k ★
60.2
open
293microsoft/TypeScriptGitHub110.9k ★
60.0
open
294jellyfin/jellyfinGitHub56.6k ★
59.6
open
295dotnet/aspnetcoreGitHub38.4k ★
59.5
open
296crystal-lang/crystalGitHub20.4k ★
59.2
open
297mkdocs/mkdocsGitHub22.4k ★
58.9
open
298timescale/timescaledbGitHub23.5k ★
58.8
open
299dotnet/runtimeGitHub18.3k ★
58.5
open
300redpanda-data/redpandaGitHub12.5k ★
58.4
open
301square/okhttpGitHub47.1k ★
58.1
open
302apache/hudiGitHub6.2k ★
58.1
open
303graphviz/graphvizGitLab1.5k ★
58.1
open
304tokio-rs/axumGitHub27k ★
58.0
open
305stretchr/testifyGitHub26.2k ★
58.0
open
306championswimmer/TwoFacGitHub125 ★
57.5
open
307ash-project/ashGitHub2.5k ★
57.1
open
308obsproject/obs-studioGitHub75.9k ★
56.9
open
309dart-lang/sdkGitHub11.3k ★
56.9
open
310serverpod/serverpodGitHub3.3k ★
56.9
open
311wireshark/wiresharkGitLab1.6k ★
56.9
open
312AUTOMATIC1111/stable-diffusion-webuiGitHub164.8k ★
56.8
open
313elixir-ecto/ectoGitHub6.5k ★
56.8
open
314flutter/aiGitHub285 ★
56.8
open
315tokio-rs/tokioGitHub33.1k ★
56.7
open
316curl/curlGitHub42.8k ★
56.4
open
317ruby/rubyGitHub23.7k ★
56.4
open
318gleam-lang/gleamGitHub21.9k ★
56.4
open
319flutter/samplesGitHub19.3k ★
55.4
open
320rrousselGit/riverpodGitHub7.4k ★
55.4
open

Tracking 371 repos · last updated