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
Overall (average across models)Simple average of every per-model score.
Leaderboard — page 2 of 6 for Overall (average across models)
RankRepoStarsScoreExternal link
33axios/axiosGitHub109k ★
80.7
open
34vercel/swrGitHub32.4k ★
80.7
open
35zed-industries/zedGitHub80k ★
80.6
open
36antiwork/gumroadGitHub9k ★
79.9
open
37sst/opencodeGitHub151.5k ★
79.6
open
38google-gemini/gemini-cliGitHub102.7k ★
79.2
open
39langflow-ai/langflowGitHub147.5k ★
79.1
open
40All-Hands-AI/OpenHandsGitHub72.3k ★
79.1
open
41cloudflare/vinextGitHub7.9k ★
79.1
open
42withastro/astroGitHub58.8k ★
78.0
open
43microsoft/onnxruntimeGitHub20.4k ★
78.0
open
44TanStack/routerGitHub14.3k ★
78.0
open
45biomejs/biomeGitHub24.5k ★
77.2
open
46nushell/nushellGitHub39.2k ★
76.9
open
47prisma/prismaGitHub45.9k ★
76.7
open
48pallets/flaskGitHub71.5k ★
76.5
open
49simstudioai/simGitHub27.9k ★
76.4
open
50psf/requestsGitHub53.9k ★
76.1
open
51huggingface/datasetsGitHub21.5k ★
76.1
open
52open-webui/open-webuiGitHub134.7k ★
76.0
open
53huggingface/transformersGitHub160.1k ★
75.9
open
54run-llama/llama_indexGitHub49k ★
75.9
open
55gin-gonic/ginGitHub88.4k ★
75.8
open
56spf13/cobraGitHub43.8k ★
75.8
open
57TanStack/aiGitHub2.6k ★
75.8
open
58pmndrs/zustandGitHub57.9k ★
75.5
open
59nuxt/nuxtGitHub60.1k ★
75.1
open
60sharkdp/fdGitHub42.7k ★
75.0
open
61hiyouga/LlamaFactoryGitHub70.7k ★
74.8
open
62google/osv-scannerGitHub9.9k ★
74.5
open
63trpc/trpcGitHub40.1k ★
74.4
open
64Shopify/cliGitHub675 ★
74.4
open

Tracking 163 repos · last updated