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.

PiMinimal 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 1 of 11 for Pi
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
98.0
open
2axios/axiosGitHubBadge109.2k ★
97.5
open
3aio-libs/aiohttpGitHub16.5k ★
97.5
open
4wormhole-foundation/wormhole-connectGitHub115 ★
96.6
open
5hsnice16/agent-friendly-codeGitHubBadge2 ★
96.6
open
6ggml-org/llama.cppGitHub123.2k ★
96.5
open
7surrealdb/surrealdbGitHub32.8k ★
96.5
open
8GreptimeTeam/greptimedbGitHub6.5k ★
96.5
open
9excalidraw/excalidrawGitHub129.2k ★
94.8
open
10scikit-learn/scikit-learnGitHub67k ★
94.8
open
11apache/supersetGitHub74.2k ★
94.4
open
12milvus-io/milvusGitHub45.6k ★
94.4
open
13streamlit/streamlitGitHub45.5k ★
94.4
open
14pingcap/tidbGitHub40.4k ★
94.4
open
15weaviate/weaviateGitHub16.7k ★
94.4
open
16sqlfluff/sqlfluffGitHub9.9k ★
94.4
open
17cli/cliGitHub45.7k ★
93.0
open
18discourse/discourseGitHub47.6k ★
91.8
open
19getsentry/sentryGitHub44.5k ★
91.8
open
20krakenfx/kraken-cliGitHub681 ★
91.8
open
21earendil-works/piGitHub85.7k ★
91.4
open
22All-Hands-AI/OpenHandsGitHub83.5k ★
91.0
open
23strapi/strapiGitHub72.8k ★
91.0
open
24webpack/webpackGitHub66k ★
91.0
open
25rollup/rollupGitHub26.3k ★
91.0
open
26vitessio/vitessGitHub21.2k ★
90.8
open
27grafana/grafanaGitHub76.2k ★
90.6
open
28astral-sh/ruffGitHub49.1k ★
90.6
open
29apache/airflowGitHub46.4k ★
90.6
open
30nrwl/nxGitHub29.2k ★
90.6
open
31QwenLM/qwen-codeGitHub26.9k ★
90.6
open
32wagtail/wagtailGitHub20.4k ★
90.6
open

Tracking 332 repos · last updated