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.

AiderAuto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). It doesn't natively read AGENTS.md or CONVENTIONS.md — those load only when wired via `.aider.conf.yml`'s `read:` — so the config file, a green linter, and a declared test command are what translate into successful commits.
Leaderboard — page 7 of 12 for Aider
RankRepoStarsScoreExternal link
193colinhacks/zodGitHub43.5k ★
64.4
open
194apache/kafkaGitHub33.6k ★
64.4
open
195apache/pulsarGitHub15.3k ★
64.4
open
196shadcn-ui/uiGitHub121.9k ★
64.2
open
197JuliaLang/juliaGitHub49k ★
63.7
open
198TheOrcDev/8bitcn-uiGitHub2k ★
63.7
open
199protocolbuffers/protobufGitHub71.8k ★
63.4
open
200fastlane/fastlaneGitHub42k ★
63.4
open
201fmtlib/fmtGitHub23.8k ★
63.4
open
202sidekiq/sidekiqGitHub13.6k ★
63.4
open
203apache/paimonGitHub3.4k ★
63.4
open
204ClickHouse/ClickHouseGitHub49.4k ★
63.1
open
205medusajs/medusaGitHub36k ★
63.1
open
206filamentphp/filamentGitHub31.9k ★
63.1
open
207ocaml/duneGitHub1.9k ★
63.1
open
208livebook-dev/livebookGitHub5.9k ★
63.0
open
209openai/whisperGitHub107.8k ★
62.8
open
210rails/railsGitHub58.7k ★
62.7
open
211facebook/reactGitHub247.7k ★
62.3
open
212etcd-io/etcdGitHub52.2k ★
62.3
open
213facebookresearch/faissGitHub40.8k ★
62.3
open
214composer/composerGitHub29.5k ★
62.3
open
215laravel/aiGitHub1.1k ★
62.3
open
216charmbracelet/bubbleteaGitHub44.5k ★
62.0
open
217libeigen/eigenGitLab1.2k ★
61.8
open
218llvm/llvm-projectGitHub39.9k ★
61.7
open
219dagger/daggerGitHub16.2k ★
61.7
open
220clap-rs/clapGitHub16.7k ★
61.5
open
221immich-app/immichGitHub112.4k ★
61.3
open
222numpy/numpyGitHub32.6k ★
61.3
open
223h4ckf0r0day/obscuraGitHub22.1k ★
61.3
open
224privy-io/go-sdkGitHub3 ★
61.3
open

Tracking 353 repos · last updated