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.
| Rank | Repo | Stars | Score | External link |
|---|---|---|---|---|
| 97 | cline/clineGitHub | 65k ★ | open | |
| 98 | tldraw/tldrawGitHub | 49.2k ★ | open | |
| 99 | prisma/prismaGitHub | 47.4k ★ | open | |
| 100 | electric-sql/electricGitHub | 10.3k ★ | open | |
| 101 | vllm-project/vllmGitHub | 87k ★ | open | |
| 102 | minio/minioGitHub | 61.4k ★ | open | |
| 103 | pmndrs/zustandGitHub | 58.5k ★ | open | |
| 104 | preactjs/preactGitHub | 38.8k ★ | open | |
| 105 | vercel/swrGitHub | 32.4k ★ | open | |
| 106 | guzzle/guzzleGitHub | 23.5k ★ | open | |
| 107 | nuxt/nuxtGitHub | 60.7k ★ | open | |
| 108 | ReactiveX/RxJavaGitHub | 48.2k ★ | open | |
| 109 | withastro/astroGitHub | 61.3k ★ | open | |
| 110 | simstudioai/simGitHub | 29.2k ★ | open | |
| 111 | apache/flinkGitHub | 26.2k ★ | open | |
| 112 | biomejs/biomeGitHub | 25.4k ★ | open | |
| 113 | microsoft/onnxruntimeGitHub | 21.2k ★ | open | |
| 114 | TanStack/routerGitHub | 14.8k ★ | open | |
| 115 | continuedev/continueGitHub | 35.1k ★ | open | |
| 116 | labstack/echoGitHub | 32.5k ★ | open | |
| 117 | MoonshotAI/kimi-codeGitHub | 4.8k ★ | open | |
| 118 | privy-io/go-sdkGitHub | 2 ★ | open | |
| 119 | nodejs/nodeGitHub | 118.3k ★ | open | |
| 120 | warpdotdev/warpGitHub | 63.6k ★ | open | |
| 121 | junegunn/fzfGitHub | 81.9k ★ | open | |
| 122 | huggingface/diffusersGitHub | 34.1k ★ | open | |
| 123 | run-llama/llama_indexGitHub | 51k ★ | open | |
| 124 | gin-gonic/ginGitHub | 88.9k ★ | open | |
| 125 | modelcontextprotocol/serversGitHub | 88.8k ★ | open | |
| 126 | spf13/cobraGitHub | 44.3k ★ | open | |
| 127 | pola-rs/polarsGitHub | 39.1k ★ | open | |
| 128 | uber-go/zapGitHub | 24.6k ★ | open |
Tracking 332 repos · last updated