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 5 of 12 for Devin
RankRepoStarsScoreExternal link
129h4ckf0r0day/obscuraGitHub25.8k ★
79.6
open
130MoonshotAI/kimi-codeGitHub7.3k ★
79.6
open
131privy-io/go-sdkGitHub4 ★
79.6
open
132open-webui/open-webuiGitHub151.1k ★
79.5
open
133warpdotdev/warpGitHub64.8k ★
79.5
open
134TanStack/queryGitHub50.3k ★
79.4
open
135junegunn/fzfGitHub82.8k ★
79.2
open
136huggingface/diffusersGitHub34.5k ★
79.2
open
137ml-explore/mlxGitHub28.3k ★
79.0
open
138run-llama/llama_indexGitHub52k ★
78.6
open
139modelcontextprotocol/serversGitHub90.1k ★
78.3
open
140gin-gonic/ginGitHub89.2k ★
78.3
open
141spf13/cobraGitHub44.6k ★
78.3
open
142pola-rs/polarsGitHub39.7k ★
78.3
open
143uber-go/zapGitHub24.6k ★
78.3
open
144vercel-labs/deepsecGitHub7.9k ★
78.3
open
145charmbracelet/crushGitHub27.9k ★
78.1
open
146PowerShell/PowerShellGitHub55.3k ★
77.9
open
147sharkdp/fdGitHub44.3k ★
77.9
open
148tqdm/tqdmGitHub31.3k ★
77.9
open
149vitest-dev/vitestGitHub17.1k ★
77.9
open
150unclecode/crawl4aiGitHub81.6k ★
77.7
open
151etcd-io/etcdGitHub52.2k ★
77.7
open
152python-poetry/poetryGitHub34.3k ★
77.7
open
153TheOrcDev/8bitcn-uiGitHub2k ★
77.7
open
154openai/codexGitHub121.8k ★
77.3
open
155crewAIInc/crewAIGitHub58.1k ★
77.3
open
156apache/sparkGitHub44k ★
77.3
open
157ray-project/rayGitHub43.7k ★
77.3
open
158refinedev/refineGitHub35.6k ★
77.3
open
159yugabyte/yugabyte-dbGitHub10.5k ★
77.3
open
160risingwavelabs/risingwaveGitHub9.3k ★
77.3
open

Tracking 371 repos · last updated