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
Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
Leaderboard — page 2 of 6 for Gemini CLI
RankRepoStarsScoreExternal link
33vercel/swrGitHub32.4k ★
77.5
open
34sveltejs/kitGitHub20.5k ★
76.7
open
35apache/airflowGitHub45.2k ★
76.5
open
36labstack/echoGitHub32.4k ★
76.5
open
37antiwork/gumroadGitHub9k ★
75.6
open
38sst/opencodeGitHub151.5k ★
75.5
open
39cloudflare/vinextGitHub7.9k ★
75.0
open
40withastro/astroGitHub58.8k ★
74.1
open
41microsoft/onnxruntimeGitHub20.4k ★
74.1
open
42TanStack/routerGitHub14.3k ★
74.1
open
43calcom/cal.diyGitHub42.2k ★
73.9
open
44pallets/flaskGitHub71.5k ★
73.8
open
45open-webui/open-webuiGitHub134.7k ★
73.3
open
46nushell/nushellGitHub39.2k ★
73.3
open
47gin-gonic/ginGitHub88.4k ★
73.1
open
48run-llama/llama_indexGitHub49k ★
73.1
open
49spf13/cobraGitHub43.8k ★
73.1
open
50biomejs/biomeGitHub24.5k ★
73.1
open
51pmndrs/zustandGitHub57.9k ★
73.0
open
52nuxt/nuxtGitHub60.1k ★
72.6
open
53sharkdp/fdGitHub42.7k ★
72.2
open
54TanStack/aiGitHub2.6k ★
72.2
open
55google/osv-scannerGitHub9.9k ★
71.9
open
56nestjs/nestGitHub75.3k ★
71.6
open
57All-Hands-AI/OpenHandsGitHub72.3k ★
71.0
open
58langflow-ai/langflowGitHub147.5k ★
70.8
open
59honojs/honoGitHub30.2k ★
70.7
open
60privy-io/go-sdkGitHub1 ★
70.7
open
61psf/requestsGitHub53.9k ★
70.5
open
62huggingface/datasetsGitHub21.5k ★
70.5
open
63trpc/trpcGitHub40.1k ★
70.3
open
64Shopify/cliGitHub675 ★
70.3
open

Tracking 163 repos · last updated