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 3 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
65TanStack/aiGitHub2.8k ★
75.0
open
66rustdesk/rustdeskGitHub116.4k ★
74.9
open
67neovim/neovimGitHub100.5k ★
74.9
open
68hiyouga/LlamaFactoryGitHub72.3k ★
74.9
open
69apache/seatunnelGitHub9.4k ★
74.7
open
70getnao/naoGitHub1.3k ★
74.2
open
71withastro/astroGitHub60.3k ★
74.1
open
72labstack/echoGitHub32.5k ★
74.1
open
73apache/flinkGitHub26.1k ★
74.1
open
74microsoft/onnxruntimeGitHub20.9k ★
74.1
open
75TanStack/routerGitHub14.7k ★
74.1
open
76pytest-dev/pytestGitHub14.2k ★
74.1
open
77calcom/cal.diyGitHub45.7k ★
73.9
open
78sst/opencodeGitHub176.2k ★
73.8
open
79pallets/flaskGitHub71.7k ★
73.8
open
80nautechsystems/nautilus_traderGitHub24k ★
73.8
open
81open-webui/open-webuiGitHub142.2k ★
73.3
open
82helix-editor/helixGitHub45k ★
73.3
open
83nushell/nushellGitHub39.8k ★
73.3
open
84cloudflare/vinextGitHub8.2k ★
73.3
open
85inngest/inngestGitHub5.5k ★
73.3
open
86apache/sparkGitHub43.5k ★
73.1
open
87biomejs/biomeGitHub25.1k ★
73.1
open
88risingwavelabs/risingwaveGitHub9.1k ★
73.1
open
89pmndrs/zustandGitHub58.3k ★
73.0
open
90nuxt/nuxtGitHub60.5k ★
72.6
open
91apache/kafkaGitHub32.9k ★
72.6
open
92apache/pulsarGitHub15.3k ★
72.6
open
93minio/minioGitHub61.2k ★
71.9
open
94yugabyte/yugabyte-dbGitHub10.4k ★
71.9
open
95junegunn/fzfGitHub81.1k ★
71.6
open
96continuedev/continueGitHub34.1k ★
71.6
open

Tracking 284 repos · last updated