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.

GPT-5 Codex — Reads AGENTS.md before doing any work per OpenAI's Codex docs. Hierarchical (per-directory) AGENTS.md and AGENTS.override.md are first-class.
Leaderboard — page 5 of 12 for GPT-5 Codex
RankRepoStarsScoreExternal link
129modelcontextprotocol/serversGitHub90.1k ★
79.7
open
130helix-editor/helixGitHub46.1k ★
79.3
open
131qdrant/qdrantGitHub34.4k ★
79.3
open
132simstudioai/simGitHub29.6k ★
79.3
open
133encode/starletteGitHub12.6k ★
79.3
open
134huggingface/diffusersGitHub34.5k ★
79.2
open
135pmndrs/zustandGitHub58.6k ★
78.9
open
136pandas-dev/pandasGitHub49.7k ★
78.8
open
137ReactiveX/RxJavaGitHub48.2k ★
78.5
open
138ReactiveX/RxSwiftGitHub24.6k ★
78.5
open
139jestjs/jestGitHub45.5k ★
78.4
open
140vercel-labs/deepsecGitHub7.9k ★
78.4
open
141vitest-dev/vitestGitHub17.1k ★
78.3
open
142minio/minioGitHub61.4k ★
78.1
open
143delta-io/deltaGitHub9k ★
78.1
open
144nestjs/nestGitHub76.6k ★
77.7
open
145continuedev/continueGitHub35.8k ★
77.7
open
146chenglou/pretextGitHub50.2k ★
77.6
open
147TheOrcDev/8bitcn-uiGitHub2k ★
77.6
open
148open-webui/open-webuiGitHub151.1k ★
77.3
open
149gohugoio/hugoGitHub89.7k ★
77.3
open
150junegunn/fzfGitHub82.8k ★
77.3
open
151python-poetry/poetryGitHub34.3k ★
77.3
open
152plausible/analyticsGitHub28.9k ★
77.3
open
153vapor/vaporGitHub26.2k ★
77.3
open
154huggingface/transformersGitHub164.9k ★
77.2
open
155duckdb/duckdbGitHub41k ★
77.2
open
156supermemoryai/supermemoryGitHub29.2k ★
77.1
open
157openai/codexGitHub121.9k ★
76.8
open
158trpc/trpcGitHub40.6k ★
76.8
open
159gin-gonic/ginGitHub89.2k ★
76.7
open
160run-llama/llama_indexGitHub52k ★
76.7
open

Tracking 371 repos · last updated