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 5 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
129encode/httpxGitHub15.3k ★
68.2
open
130krakenfx/kraken-cliGitHub638 ★
68.2
open
131huggingface/datasetsGitHub21.6k ★
68.1
open
132gohugoio/hugoGitHub88.7k ★
67.8
open
133vitest-dev/vitestGitHub16.7k ★
67.8
open
134vercel-labs/deepsecGitHub3.3k ★
67.6
open
13511ty/eleventyGitHub19.7k ★
67.3
open
136starship/starshipGitHub58.4k ★
67.0
open
137etcd-io/etcdGitHub51.9k ★
67.0
open
138TanStack/queryGitHub49.8k ★
67.0
open
139Alamofire/AlamofireGitHub42.4k ★
67.0
open
140python-poetry/poetryGitHub34.3k ★
67.0
open
141huggingface/transformersGitHub161.8k ★
66.9
open
142microsoft/TypeScriptGitHub109.4k ★
66.9
open
143duckdb/duckdbGitHub39k ★
66.9
open
144supermemoryai/supermemoryGitHub27.3k ★
66.5
open
145Uniswap/interfaceGitHub5.5k ★
66.5
open
146AutoMQ/automqGitHub10.1k ★
66.4
open
147tauri-apps/tauriGitHub108.2k ★
66.1
open
148influxdata/influxdbGitHub31.6k ★
66.1
open
149scylladb/scylladbGitHub15.6k ★
65.9
open
150warpdotdev/warpGitHub62.3k ★
65.8
open
151clap-rs/clapGitHub16.5k ★
65.8
open
152apache/paimonGitHub3.3k ★
65.7
open
153microsoft/vscodeGitHub186.7k ★
65.3
open
154fastapi/fastapiGitHub99.6k ★
65.3
open
155cline/clineGitHub63.8k ★
65.3
open
156chenglou/pretextGitHub48.7k ★
65.3
open
157rust-lang/rustlingsGitHub63.3k ★
65.1
open
158unclecode/crawl4aiGitHub69.4k ★
64.8
open
159pocketbase/pocketbaseGitHub59.2k ★
64.7
open
160vuejs/coreGitHub53.9k ★
64.2
open

Tracking 284 repos · last updated