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.

Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 5 of 12 for Pi
RankRepoStarsScoreExternal link
129google-gemini/gemini-cliGitHub106.8k ★
78.6
open
130TheOrcDev/8bitcn-uiGitHub2k ★
78.3
open
131pytest-dev/pytestGitHub14.5k ★
78.2
open
132huggingface/transformersGitHub164.8k ★
77.7
open
133duckdb/duckdbGitHub41k ★
77.7
open
134rust-lang/rustGitHub117.5k ★
77.5
open
135scylladb/scylladbGitHub15.7k ★
77.5
open
136ocaml/duneGitHub1.9k ★
77.5
open
137supermemoryai/supermemoryGitHub29.2k ★
77.3
open
138pmndrs/zustandGitHub58.6k ★
76.9
open
139helix-editor/helixGitHub46.1k ★
76.8
open
140qdrant/qdrantGitHub34.4k ★
76.8
open
141h4ckf0r0day/obscuraGitHub25.8k ★
76.8
open
142privy-io/go-sdkGitHub4 ★
76.8
open
143jestjs/jestGitHub45.5k ★
76.6
open
144openai/codexGitHub121.8k ★
76.5
open
145ReactiveX/RxJavaGitHub48.2k ★
76.3
open
146ReactiveX/RxSwiftGitHub24.6k ★
76.3
open
147open-webui/open-webuiGitHub151.1k ★
76.1
open
148Comfy-Org/ComfyUIGitHub131.7k ★
76.1
open
149junegunn/fzfGitHub82.8k ★
76.1
open
150python-poetry/poetryGitHub34.3k ★
76.1
open
151plausible/analyticsGitHub28.9k ★
76.1
open
152modelcontextprotocol/serversGitHub90.1k ★
75.9
open
153MoonshotAI/kimi-codeGitHub7.3k ★
75.8
open
154chenglou/pretextGitHub50.2k ★
75.5
open
155nestjs/nestGitHub76.6k ★
75.2
open
156continuedev/continueGitHub35.8k ★
75.2
open
157minio/minioGitHub61.4k ★
75.1
open
158delta-io/deltaGitHub9k ★
75.1
open
159microsoft/vscodeGitHub190.9k ★
74.9
open
160sharkdp/fdGitHub44.3k ★
74.9
open

Tracking 371 repos · last updated