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.

Overall (average across models) — Simple average of every per-model score.
Leaderboard — page 1 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
1surrealdb/surrealdbGitHub33.1k ★
92.8
open
2gitlab-org/cliGitLab1.1k ★
92.7
open
3apache/supersetGitHub75k ★
92.2
open
4axios/axiosGitHubBadge109.2k ★
91.9
open
5ggml-org/llama.cppGitHub130.1k ★
91.5
open
6GreptimeTeam/greptimedbGitHub6.7k ★
91.5
open
7wormhole-foundation/wormhole-connectGitHub115 ★
91.0
open
8hsnice16/agent-friendly-codeGitHubBadge2 ★
91.0
open
9streamlit/streamlitGitHub45.9k ★
90.9
open
10scrapy/scrapyGitHub64.5k ★
90.6
open
11aio-libs/aiohttpGitHub16.6k ★
90.6
open
12metabase/metabaseGitHub49.5k ★
89.6
open
13milvus-io/milvusGitHub46.3k ★
89.6
open
14pingcap/tidbGitHub40.6k ★
89.6
open
15weaviate/weaviateGitHub16.9k ★
89.6
open
16sqlfluff/sqlfluffGitHub9.9k ★
89.6
open
17discourse/discourseGitHub47.9k ★
89.4
open
18cli/cliGitHub46.5k ★
88.2
open
19getnao/naoGitHub1.7k ★
88.1
open
20excalidraw/excalidrawGitHub133.4k ★
88.0
open
21earendil-works/piGitHub111.7k ★
87.2
open
22vercel/next.jsGitHub143k ★
86.8
open
23payloadcms/payloadGitHub45.1k ★
86.8
open
24getsentry/sentryGitHub45k ★
86.8
open
25krakenfx/kraken-cliGitHub740 ★
86.7
open
26grafana/grafanaGitHub77k ★
86.2
open
27astral-sh/ruffGitHub49.9k ★
86.2
open
28apache/airflowGitHub47k ★
86.2
open
29pnpm/pnpmGitHub36.7k ★
86.2
open
30nrwl/nxGitHub29.4k ★
86.2
open
31QwenLM/qwen-codeGitHub28.3k ★
86.2
open
32wagtail/wagtailGitHub20.5k ★
86.2
open

Tracking 372 repos · last updated