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.

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 6 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
161simstudioai/simGitHub29.5k ★
68.4
open
162godotengine/godotGitHub116k ★
68.2
open
163rust-lang/rustGitHub115.9k ★
68.2
open
164BurntSushi/ripgrepGitHub67.5k ★
68.2
open
165vapor/vaporGitHub26.2k ★
68.2
open
166nats-io/nats-serverGitHub20.6k ★
68.2
open
167encode/httpxGitHub15.4k ★
68.2
open
168encode/starletteGitHub12.6k ★
68.2
open
169encode/uvicornGitHub10.9k ★
68.2
open
170huggingface/datasetsGitHub21.8k ★
68.1
open
171gohugoio/hugoGitHub89.5k ★
67.8
open
172vitest-dev/vitestGitHub17k ★
67.8
open
173vercel-labs/deepsecGitHub7.8k ★
67.6
open
17411ty/eleventyGitHub19.9k ★
67.3
open
175statelyai/xstateGitHub30k ★
67.2
open
176starship/starshipGitHub59.5k ★
67.0
open
177etcd-io/etcdGitHub52.2k ★
67.0
open
178TanStack/queryGitHub50.2k ★
67.0
open
179Alamofire/AlamofireGitHub42.4k ★
67.0
open
180apple/swift-nioGitHub8.5k ★
67.0
open
181TanStack/aiGitHub3k ★
67.0
open
182huggingface/transformersGitHub164.4k ★
66.9
open
183duckdb/duckdbGitHub40.5k ★
66.9
open
184supermemoryai/supermemoryGitHub29k ★
66.5
open
185Uniswap/interfaceGitHub5.5k ★
66.5
open
186AutoMQ/automqGitHub10.5k ★
66.4
open
187tauri-apps/tauriGitHub110.5k ★
66.1
open
188influxdata/influxdbGitHub31.7k ★
66.1
open
189scylladb/scylladbGitHub15.7k ★
65.9
open
190clap-rs/clapGitHub16.7k ★
65.8
open
191apache/paimonGitHub3.4k ★
65.7
open
192microsoft/vscodeGitHub189.3k ★
65.3
open

Tracking 353 repos · last updated