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
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 3 of 6 for Devin
RankRepoStarsScoreExternal link
65honojs/honoGitHub30.2k ★
78.3
open
66vitest-dev/vitestGitHub16.4k ★
77.9
open
67unclecode/crawl4aiGitHub64.7k ★
77.7
open
68etcd-io/etcdGitHub51.7k ★
77.7
open
69trpc/trpcGitHub40.1k ★
77.0
open
70Shopify/cliGitHub675 ★
77.0
open
71microsoft/TypeScriptGitHub108.7k ★
76.9
open
72supermemoryai/supermemoryGitHub22.3k ★
76.8
open
73microsoft/presidioGitHub7.9k ★
76.8
open
74TanStack/aiGitHub2.6k ★
76.8
open
75github/spec-kitGitHub91.6k ★
76.6
open
76appwrite/appwriteGitHub55.9k ★
76.6
open
77nushell/nushellGitHub39.2k ★
76.6
open
78sharkdp/batGitHub58.6k ★
76.4
open
79hashicorp/vaultGitHub35.5k ★
76.0
open
80vuejs/coreGitHub53.6k ★
75.5
open
81microsoft/vscodeGitHub184.4k ★
75.3
open
82fastapi/fastapiGitHub97.7k ★
75.3
open
83huggingface/diffusersGitHub33.5k ★
75.3
open
84Uniswap/interfaceGitHub5.5k ★
74.7
open
85prettier/prettierGitHub51.8k ★
74.3
open
86fastify/fastifyGitHub36.1k ★
74.0
open
87krakenfx/kraken-cliGitHub563 ★
74.0
open
88ghostfolio/ghostfolioGitHub8.3k ★
73.8
open
89openai/codexGitHub78.7k ★
73.1
open
90nocodb/nocodbGitHub62.9k ★
73.1
open
91TanStack/queryGitHub49.3k ★
73.1
open
92pandas-dev/pandasGitHub48.6k ★
73.1
open
93godotengine/godotGitHub110.1k ★
73.0
open
94tauri-apps/tauriGitHub106k ★
72.9
open
95junegunn/fzfGitHub79.9k ★
72.7
open
96helix-editor/helixGitHub44.2k ★
72.5
open

Tracking 163 repos · last updated