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.

Repo not on the board? Score any public GitHub repo live from its current commit.

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 12 of 12 for Devin
RankRepoStarsScoreExternal link
353microsoft/semantic-kernelGitHub28.5k ★
49.7
open
354openai/openai-cookbookGitHub75.8k ★
48.4
open
355symfony/symfonyGitHub31.1k ★
48.3
open
356dotnet/mauiGitHub23.3k ★
48.3
open
357inkscape/inkscapeGitLab4k ★
47.4
open
358mattermost/mattermostGitHub39k ★
46.1
open
359nim-lang/NimGitHub18.2k ★
45.5
open
360AvaloniaUI/AvaloniaGitHub31.5k ★
44.4
open
361karpathy/nanochatGitHub57.8k ★
44.2
open
362stripe/aiGitHub1.8k ★
43.0
open
363apache/cassandraGitHub10.1k ★
40.5
open
364anthropics/claude-codeGitHub144.2k ★
39.0
open
365ziglang/zigGitHub43.3k ★
38.1
open
366golang/goGitHub137.6k ★
32.7
open
367farzaa/clickyGitHub7.5k ★
28.6
open
368ocornut/imguiGitHub76.1k ★
27.3
open
369multicoreware/x265_gitBitbucket—
27.1
open
370microsoft/AIGitHub2.8k ★
26.5
open
371karpathy/nanoGPTGitHub62.9k ★
20.0
open

Tracking 371 repos · last updated