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.

Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
Leaderboard — page 8 of 11 for Claude Code
RankRepoStarsScoreExternal link
225apache/beamGitHub8.6k ★
66.2
open
226Aider-AI/aiderGitHub47.6k ★
65.8
open
227cockroachdb/cockroachGitHub32.3k ★
65.8
open
228ml-explore/mlxGitHub27.7k ★
65.8
open
229apache/druidGitHub14k ★
65.8
open
230nestjs/nestGitHub76.2k ★
65.7
open
231eslint/eslintGitHub27.4k ★
65.7
open
232directus/directusGitHub36.8k ★
65.1
open
233date-fns/date-fnsGitHub36.6k ★
64.9
open
234trinodb/trinoGitHub13.1k ★
64.9
open
235openai/codexGitHub101k ★
64.5
open
236hashicorp/terraformGitHub49.3k ★
64.5
open
237go-gorm/gormGitHub39.9k ★
64.5
open
238encode/starletteGitHub12.5k ★
64.5
open
239encode/uvicornGitHub10.9k ★
64.5
open
240tailwindlabs/tailwindcssGitHub96k ★
63.7
open
241drizzle-team/drizzle-ormGitHub35.2k ★
63.7
open
242supabase/supabaseGitHub106.9k ★
63.6
open
243livebook-dev/livebookGitHub5.8k ★
63.6
open
244snakeyaml/snakeyamlBitbucket—
63.6
open
245numpy/numpyGitHub32.4k ★
62.9
open
246different-ai/openworkGitHub17.1k ★
62.9
open
247protocolbuffers/protobufGitHub71.6k ★
62.5
open
248bevyengine/bevyGitHub47.3k ★
62.5
open
249fastlane/fastlaneGitHub41.9k ★
62.5
open
250rust-lang/cargoGitHub15.3k ★
62.5
open
251fmtlib/fmtGitHub23.7k ★
61.8
open
252redpanda-data/redpandaGitHub12.4k ★
61.8
open
253vitejs/viteGitHub82k ★
61.7
open
254git/gitGitHub62.2k ★
61.6
open
255jellyfin/jellyfinGitHub54.8k ★
61.6
open
256openai/whisperGitHub105.5k ★
61.2
open

Tracking 332 repos · last updated