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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 11 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
321Significant-Gravitas/AutoGPTGitHub186.8k ★
51.6
open
322spring-projects/spring-frameworkGitHub60.2k ★
51.5
open
323erlang/otpGitHub12.3k ★
50.1
open
324apple/swiftGitHub70.3k ★
49.9
open
325sgl-project/sglangGitHub32.3k ★
49.9
open
326cloudflare/aiGitHub1.1k ★
48.8
open
327redis/redisGitHub76.1k ★
48.5
open
328firecrawl/firecrawlGitHub171.1k ★
48.3
open
329postgres/postgresGitHub21.9k ★
48.0
open
330serde-rs/serdeGitHub10.8k ★
46.3
open
331getlago/lagoGitHub10.4k ★
46.3
open
332symfony/symfonyGitHub31.1k ★
45.5
open
333dotnet/mauiGitHub23.3k ★
44.9
open
334inkscape/inkscapeGitLab4k ★
44.8
open
335opencv/opencvGitHub90.6k ★
44.6
open
336mattermost/mattermostGitHub38.9k ★
44.5
open
337ocaml/ocamlGitHub6.5k ★
43.7
open
338laravel/laravelGitHub84.8k ★
43.6
open
339microsoft/semantic-kernelGitHub28.5k ★
43.1
open
340karpathy/llm.cGitHub30.8k ★
43.0
open
341AvaloniaUI/AvaloniaGitHub31.4k ★
42.8
open
342nim-lang/NimGitHub18.2k ★
41.1
open
343karpathy/nanochatGitHub57.4k ★
41.0
open
344stripe/aiGitHub1.8k ★
38.5
open
345openai/openai-cookbookGitHub75.5k ★
38.4
open
346apache/cassandraGitHub10.1k ★
38.3
open
347ziglang/zigGitHub43.3k ★
37.5
open
348anthropics/claude-codeGitHub142.6k ★
33.1
open
349golang/goGitHub136.2k ★
31.2
open
350farzaa/clickyGitHub7.4k ★
29.4
open
351microsoft/AIGitHub2.8k ★
24.2
open
352multicoreware/x265_gitBitbucket—
23.7
open

Tracking 353 repos · last updated