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.

Claude Code — Loads CLAUDE.md at the start of every conversation per Anthropic's memory docs, so AGENTS.md / CLAUDE.md and a fast test loop carry the most weight.
Leaderboard — page 1 of 12 for Claude Code
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
98.0
open
2ggml-org/llama.cppGitHub127.2k ★
96.7
open
3surrealdb/surrealdbGitHub33k ★
96.7
open
4GreptimeTeam/greptimedbGitHub6.6k ★
96.7
open
5axios/axiosGitHubBadge109.2k ★
96.4
open
6aio-libs/aiohttpGitHub16.5k ★
96.4
open
7wormhole-foundation/wormhole-connectGitHub115 ★
95.3
open
8hsnice16/agent-friendly-codeGitHubBadge2 ★
95.3
open
9apache/supersetGitHub74.7k ★
94.7
open
10metabase/metabaseGitHub49.1k ★
94.7
open
11milvus-io/milvusGitHub46k ★
94.7
open
12streamlit/streamlitGitHub45.7k ★
94.7
open
13pingcap/tidbGitHub40.5k ★
94.7
open
14weaviate/weaviateGitHub16.8k ★
94.7
open
15sqlfluff/sqlfluffGitHub9.9k ★
94.7
open
16cli/cliGitHub46.2k ★
93.4
open
17pnpm/pnpmGitHub36.4k ★
92.8
open
18excalidraw/excalidrawGitHub131.2k ★
92.1
open
19vercel/next.jsGitHub142.1k ★
91.2
open
20discourse/discourseGitHub47.8k ★
91.2
open
21getsentry/sentryGitHub44.7k ★
91.2
open
22krakenfx/kraken-cliGitHub707 ★
91.2
open
23grafana/grafanaGitHub76.6k ★
90.8
open
24astral-sh/ruffGitHub49.5k ★
90.8
open
25apache/airflowGitHub46.7k ★
90.8
open
26nrwl/nxGitHub29.3k ★
90.8
open
27QwenLM/qwen-codeGitHub27.7k ★
90.8
open
28wagtail/wagtailGitHub20.5k ★
90.8
open
29earendil-works/piGitHub102.1k ★
90.0
open
30strapi/strapiGitHub73.1k ★
90.0
open
31webpack/webpackGitHub66k ★
90.0
open
32rollup/rollupGitHub26.3k ★
90.0
open

Tracking 371 repos · last updated