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.

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 4 of 12 for Pi
RankRepoStarsScoreExternal link
97BerriAI/litellmGitHub57k ★
81.7
open
98ml-explore/mlxGitHub28.1k ★
81.7
open
99guzzle/guzzleGitHub23.5k ★
81.7
open
100chroma-core/chromaGitHub29.1k ★
81.4
open
101neovim/neovimGitHub101.9k ★
81.3
open
102colinhacks/zodGitHub43.5k ★
81.0
open
103cline/clineGitHub66.7k ★
80.8
open
104tldraw/tldrawGitHub49.9k ★
80.8
open
105electric-sql/electricGitHub10.3k ★
80.8
open
106celery/celeryGitHub28.8k ★
80.7
open
107yugabyte/yugabyte-dbGitHub10.5k ★
80.7
open
108sst/opencodeGitHub200.4k ★
80.6
open
109mastodon/mastodonGitHub50.2k ★
80.3
open
110MaterializeInc/materializeGitHub6.4k ★
80.3
open
111pandas-dev/pandasGitHub49.5k ★
80.0
open
112Textualize/textualGitHub37k ★
79.9
open
113huggingface/diffusersGitHub34.4k ★
79.9
open
114simstudioai/simGitHub29.5k ★
79.6
open
115cloudflare/vinextGitHub8.7k ★
79.6
open
116inngest/inngestGitHub5.8k ★
79.6
open
117apache/kafkaGitHub33.6k ★
79.2
open
118apache/pulsarGitHub15.3k ★
79.2
open
119vitest-dev/vitestGitHub17k ★
79.0
open
120vercel-labs/deepsecGitHub7.8k ★
78.7
open
121google-gemini/gemini-cliGitHub106.6k ★
78.6
open
122TheOrcDev/8bitcn-uiGitHub2k ★
78.3
open
123pytest-dev/pytestGitHub14.4k ★
78.2
open
124huggingface/transformersGitHub164.4k ★
77.7
open
125duckdb/duckdbGitHub40.5k ★
77.7
open
126rust-lang/rustGitHub115.9k ★
77.5
open
127scylladb/scylladbGitHub15.7k ★
77.5
open
128ocaml/duneGitHub1.9k ★
77.5
open

Tracking 353 repos · last updated