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 12 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
353inkscape/inkscapeGitLab4k ★
44.8
open
354opencv/opencvGitHub90.7k ★
44.6
open
355mattermost/mattermostGitHub39k ★
44.5
open
356ocaml/ocamlGitHub6.6k ★
43.7
open
357microsoft/semantic-kernelGitHub28.5k ★
43.1
open
358karpathy/llm.cGitHub30.9k ★
43.0
open
359AvaloniaUI/AvaloniaGitHub31.5k ★
42.8
open
360nim-lang/NimGitHub18.2k ★
41.1
open
361karpathy/nanochatGitHub57.8k ★
41.0
open
362stripe/aiGitHub1.8k ★
38.5
open
363apache/cassandraGitHub10.1k ★
38.3
open
364ziglang/zigGitHub43.3k ★
37.5
open
365anthropics/claude-codeGitHub144.2k ★
33.1
open
366golang/goGitHub137.6k ★
31.2
open
367farzaa/clickyGitHub7.5k ★
29.4
open
368microsoft/AIGitHub2.8k ★
24.2
open
369multicoreware/x265_gitBitbucket
23.7
open
370ocornut/imguiGitHub76.1k ★
22.1
open
371karpathy/nanoGPTGitHub62.9k ★
19.0
open

Tracking 371 repos · last updated