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.

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 11 for Claude Code
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
98.0
open
2ggml-org/llama.cppGitHub123.2k ★
96.7
open
3surrealdb/surrealdbGitHub32.8k ★
96.7
open
4GreptimeTeam/greptimedbGitHub6.5k ★
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
9excalidraw/excalidrawGitHub129.2k ★
94.7
open
10apache/supersetGitHub74.2k ★
94.7
open
11scikit-learn/scikit-learnGitHub67k ★
94.7
open
12milvus-io/milvusGitHub45.6k ★
94.7
open
13streamlit/streamlitGitHub45.5k ★
94.7
open
14pingcap/tidbGitHub40.4k ★
94.7
open
15weaviate/weaviateGitHub16.7k ★
94.7
open
16sqlfluff/sqlfluffGitHub9.9k ★
94.7
open
17cli/cliGitHub45.7k ★
93.4
open
18vitessio/vitessGitHub21.2k ★
91.4
open
19discourse/discourseGitHub47.6k ★
91.2
open
20getsentry/sentryGitHub44.5k ★
91.2
open
21krakenfx/kraken-cliGitHub681 ★
91.2
open
22grafana/grafanaGitHub76.2k ★
90.8
open
23astral-sh/ruffGitHub49.1k ★
90.8
open
24apache/airflowGitHub46.4k ★
90.8
open
25nrwl/nxGitHub29.2k ★
90.8
open
26QwenLM/qwen-codeGitHub26.9k ★
90.8
open
27wagtail/wagtailGitHub20.4k ★
90.8
open
28earendil-works/piGitHub85.7k ★
90.0
open
29strapi/strapiGitHub72.8k ★
90.0
open
30webpack/webpackGitHub66k ★
90.0
open
31rollup/rollupGitHub26.3k ★
90.0
open
32denoland/denoGitHub108.2k ★
89.5
open

Tracking 332 repos · last updated