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
Aider — Auto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). A green linter and a declared test command translate directly into successful commits.
Leaderboard — page 8 of 9 for Aider
RankRepoStarsScoreExternal link
225mkdocs/mkdocsGitHub22.2k ★
54.1
open
226apache/dorisGitHub15.5k ★
53.8
open
227different-ai/openworkGitHub16.3k ★
53.6
open
228snakeyaml/snakeyamlBitbucket—
53.6
open
229debezium/debeziumGitHub12.8k ★
53.4
open
230tailwindlabs/tailwindcssGitHub95.7k ★
53.0
open
231drizzle-team/drizzle-ormGitHub34.9k ★
53.0
open
232apache/rocketmqGitHub22.5k ★
53.0
open
233cloudflare/aiGitHub1.1k ★
53.0
open
234supabase/supabaseGitHub104.7k ★
52.6
open
235flutter/flutterGitHub177.1k ★
52.4
open
236openai/codexGitHub93.1k ★
52.4
open
237apple/swiftGitHub70.1k ★
52.4
open
238hashicorp/terraformGitHub48.8k ★
52.4
open
239jekyll/jekyllGitHub51.5k ★
52.3
open
240jellyfin/jellyfinGitHub53.6k ★
52.0
open
241h4ckf0r0day/obscuraGitHub16.1k ★
52.0
open
242dotnet/runtimeGitHub18k ★
51.8
open
243apache/arrowGitHub16.9k ★
51.8
open
244trinodb/trinoGitHub13k ★
51.8
open
245dotnet/aspnetcoreGitHub38.1k ★
50.4
open
246google-deepmind/mujocoGitHub14k ★
50.3
open
247tokio-rs/axumGitHub26.3k ★
50.0
open
248curl/curlGitHub42.2k ★
49.3
open
249championswimmer/TwoFacGitHub120 ★
49.3
open
250tokio-rs/tokioGitHub32.4k ★
48.9
open
251spring-projects/spring-bootGitHub81k ★
48.0
open
252TheOrcDev/8bitcn-uiGitHub1.9k ★
47.6
open
253seanmonstar/reqwestGitHub11.7k ★
47.3
open
254langchain-ai/langchainGitHub140k ★
46.6
open
255square/okhttpGitHub47k ★
46.2
open
256Significant-Gravitas/AutoGPTGitHub185.1k ★
45.9
open

Tracking 284 repos · last updated