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 4 of 12 for Gemini CLI
RankRepoStarsScoreExternal link
97helix-editor/helixGitHub45.9k ★
73.3
open
98nushell/nushellGitHub40.3k ★
73.3
open
99qdrant/qdrantGitHub34.1k ★
73.3
open
100cloudflare/vinextGitHub8.7k ★
73.3
open
101inngest/inngestGitHub5.8k ★
73.3
open
102gitlab-org/gitlabGitLab6.1k ★
73.2
open
103crewAIInc/crewAIGitHub57.5k ★
73.1
open
104apache/sparkGitHub43.9k ★
73.1
open
105ray-project/rayGitHub43.6k ★
73.1
open
106biomejs/biomeGitHub25.6k ★
73.1
open
107risingwavelabs/risingwaveGitHub9.3k ★
73.1
open
108pmndrs/zustandGitHub58.6k ★
73.0
open
109charmbracelet/crushGitHub27.6k ★
73.0
open
110ReactiveX/RxJavaGitHub48.2k ★
72.6
open
111apache/kafkaGitHub33.6k ★
72.6
open
112apache/pulsarGitHub15.3k ★
72.6
open
113minio/minioGitHub61.4k ★
71.9
open
114yugabyte/yugabyte-dbGitHub10.5k ★
71.9
open
115rustdesk/rustdeskGitHub121.5k ★
71.8
open
116open-webui/open-webuiGitHub149.6k ★
71.6
open
117nodejs/nodeGitHub119.3k ★
71.6
open
118junegunn/fzfGitHub82.6k ★
71.6
open
119nestjs/nestGitHub76.4k ★
71.6
open
120continuedev/continueGitHub35.6k ★
71.6
open
121python-poetry/poetryGitHub34.3k ★
71.6
open
122MaterializeInc/materializeGitHub6.4k ★
71.6
open
123ocaml/duneGitHub1.9k ★
71.6
open
124appwrite/appwriteGitHub57.1k ★
71.0
open
125jestjs/jestGitHub45.5k ★
71.0
open
126directus/directusGitHub37.5k ★
71.0
open
127PowerShell/PowerShellGitHub55.1k ★
70.9
open
128langflow-ai/langflowGitHub153.6k ★
70.8
open

Tracking 353 repos · last updated