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.

Repo not on the board? Score any public GitHub repo live from its current commit.

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 7 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
193duckdb/duckdbGitHub41k ★
66.9
open
194supermemoryai/supermemoryGitHub29.2k ★
66.5
open
195Uniswap/interfaceGitHub5.5k ★
66.5
open
196AutoMQ/automqGitHub10.6k ★
66.4
open
197openai/codexGitHub121.9k ★
66.3
open
198tauri-apps/tauriGitHub110.9k ★
66.1
open
199supabase/supabaseGitHub108.9k ★
66.1
open
200influxdata/influxdbGitHub31.7k ★
66.1
open
201scylladb/scylladbGitHub15.7k ★
65.9
open
202clap-rs/clapGitHub16.7k ★
65.8
open
203apache/paimonGitHub3.4k ★
65.7
open
204microsoft/vscodeGitHub191k ★
65.3
open
205fastapi/fastapiGitHub102.1k ★
65.3
open
206expo/expoGitHub52.1k ★
65.3
open
207jgm/pandocGitHub46.2k ★
65.3
open
208rust-lang/rustlingsGitHub64.1k ★
65.1
open
209Comfy-Org/ComfyUIGitHub131.8k ★
64.8
open
210unclecode/crawl4aiGitHub81.8k ★
64.8
open
211pocketbase/pocketbaseGitHub61k ★
64.7
open
212tqdm/tqdmGitHub31.3k ★
64.7
open
213localsend/localsendGitHub90.2k ★
64.0
open
214shadcn-ui/uiGitHub123.2k ★
63.9
open
215explosion/spaCyGitHub33.9k ★
63.9
open
216lit/litGitHub21.8k ★
63.9
open
217nocodb/nocodbGitHub64.9k ★
63.6
open
218JuliaLang/juliaGitHub49.1k ★
63.6
open
219go-gorm/gormGitHub39.9k ★
63.6
open
220django/djangoGitHub90k ★
63.5
open
221oban-bg/obanGitHub4k ★
63.5
open
222DefiLlama/defillama-appGitHub292 ★
63.3
open
223medusajs/medusaGitHub36.2k ★
63.1
open
224api-platform/coreGitHub2.6k ★
63.1
open

Tracking 371 repos · last updated