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
DevinOperates 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 2 of 6 for Devin
RankRepoStarsScoreExternal link
33google-gemini/gemini-cliGitHub102.7k ★
84.8
open
34meilisearch/meilisearchGitHub57.3k ★
84.5
open
35microsoft/playwrightGitHub87.6k ★
84.4
open
36hiyouga/LlamaFactoryGitHub70.7k ★
84.2
open
37langflow-ai/langflowGitHub147.5k ★
83.8
open
38apache/airflowGitHub45.2k ★
83.8
open
39labstack/echoGitHub32.4k ★
83.5
open
40antiwork/gumroadGitHub9k ★
83.4
open
41sveltejs/kitGitHub20.5k ★
83.2
open
42vllm-project/vllmGitHub78.5k ★
83.1
open
43All-Hands-AI/OpenHandsGitHub72.3k ★
83.1
open
44run-llama/llama_indexGitHub49k ★
82.5
open
45gin-gonic/ginGitHub88.4k ★
82.2
open
46zed-industries/zedGitHub80k ★
82.2
open
47spf13/cobraGitHub43.8k ★
82.2
open
48open-webui/open-webuiGitHub134.7k ★
81.8
open
49pallets/flaskGitHub71.5k ★
81.8
open
50sharkdp/fdGitHub42.7k ★
81.0
open
51prisma/prismaGitHub45.9k ★
80.9
open
52huggingface/transformersGitHub160.1k ★
80.8
open
53explosion/spaCyGitHub33.5k ★
80.6
open
54google/osv-scannerGitHub9.9k ★
80.6
open
55pmndrs/zustandGitHub57.9k ★
80.5
open
56nuxt/nuxtGitHub60.1k ★
80.3
open
57withastro/astroGitHub58.8k ★
79.9
open
58simstudioai/simGitHub27.9k ★
79.9
open
59biomejs/biomeGitHub24.5k ★
79.9
open
60microsoft/onnxruntimeGitHub20.4k ★
79.9
open
61TanStack/routerGitHub14.3k ★
79.9
open
62nestjs/nestGitHub75.3k ★
79.6
open
63privy-io/go-sdkGitHub1 ★
79.6
open
64pola-rs/polarsGitHub38.3k ★
78.3
open

Tracking 163 repos · last updated