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.

Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 8 of 11 for Devin
RankRepoStarsScoreExternal link
225ClickHouse/ClickHouseGitHub48.8k ★
67.8
open
226microsoft/presidioGitHub10.1k ★
67.7
open
227vapor/vaporGitHub26.2k ★
67.5
open
228debezium/debeziumGitHub12.9k ★
67.5
open
229livebook-dev/livebookGitHub5.8k ★
67.3
open
230snakeyaml/snakeyamlBitbucket—
67.3
open
231supabase/supabaseGitHub106.9k ★
67.1
open
232vitejs/viteGitHub82k ★
66.6
open
233questdb/questdbGitHub17.2k ★
66.6
open
234apache/paimonGitHub3.3k ★
66.6
open
235symfony/aiGitHub1.2k ★
66.6
open
236elixir-lang/elixirGitHub26.6k ★
66.4
open
237alacritty/alacrittyGitHub65k ★
66.2
open
238git/gitGitHub62.2k ★
66.2
open
239go-gorm/gormGitHub39.9k ★
66.2
open
240fmtlib/fmtGitHub23.7k ★
66.2
open
241encode/starletteGitHub12.5k ★
66.2
open
242encode/uvicornGitHub10.9k ★
66.2
open
243square/okhttpGitHub47k ★
66.0
open
244date-fns/date-fnsGitHub36.6k ★
66.0
open
245dotnet/aspnetcoreGitHub38.2k ★
65.6
open
246millionco/react-doctorGitHub14.1k ★
65.6
open
247openai/whisperGitHub105.5k ★
65.5
open
248protocolbuffers/protobufGitHub71.6k ★
65.3
open
249fastlane/fastlaneGitHub41.9k ★
65.3
open
250trinodb/trinoGitHub13.1k ★
65.2
open
251StarRocks/starrocksGitHub11.9k ★
65.2
open
252jellyfin/jellyfinGitHub54.8k ★
64.9
open
253bevyengine/bevyGitHub47.3k ★
64.9
open
254curl/curlGitHub42.5k ★
64.9
open
255rust-lang/cargoGitHub15.3k ★
64.9
open
256facebookresearch/faissGitHub40.6k ★
64.7
open

Tracking 332 repos · last updated