Which public repos are easiest for AI coding agents to work in?

Repos from GitHub, GitLab, and Bitbucket, scored on what each agent looks for, then ranked.

Checking a package you use? Check any npm / PyPI / Cargo package by name.

Your own codebase? Score any public GitHub repo from its latest commit, run the agent skill inside it, or add the GitHub Action to score every pull request.

Overall (average of all agents) — The average of every agent's score.
Leaderboard — page 1 of 12 for Overall (average of all agents)
RankRepoStarsScoreExternal link
1surrealdb/surrealdbGitHub33.1k ★
92.8
open
2gitlab-org/cliGitLab1.1k ★
92.7
open
3apache/supersetGitHub75.1k ★
92.2
open
4axios/axiosGitHubBadge109.4k ★
91.9
open
5aio-libs/aiohttpGitHub16.6k ★
91.9
open
6ggml-org/llama.cppGitHub130.8k ★
91.5
open
7GreptimeTeam/greptimedbGitHub6.7k ★
91.5
open
8wormhole-foundation/wormhole-connectGitHub115 ★
91.0
open
9hsnice16/agent-friendly-codeGitHubBadge2 ★
91.0
open
10streamlit/streamlitGitHub45.9k ★
90.9
open
11scrapy/scrapyGitHub64.7k ★
90.6
open
12metabase/metabaseGitHub49.6k ★
89.6
open
13milvus-io/milvusGitHub46.4k ★
89.6
open
14pingcap/tidbGitHub40.6k ★
89.6
open
15weaviate/weaviateGitHub16.9k ★
89.6
open
16sqlfluff/sqlfluffGitHub9.9k ★
89.6
open
17discourse/discourseGitHub48k ★
89.4
open
18cli/cliGitHub46.7k ★
88.2
open
19getnao/naoGitHub1.9k ★
88.1
open
20excalidraw/excalidrawGitHub133.7k ★
88.0
open
21earendil-works/piGitHub114.3k ★
87.2
open
22vercel/next.jsGitHub143.1k ★
86.8
open
23getsentry/sentryGitHub45.5k ★
86.8
open
24payloadcms/payloadGitHub45.2k ★
86.8
open
25krakenfx/kraken-cliGitHub754 ★
86.7
open
26grafana/grafanaGitHub77.3k ★
86.2
open
27astral-sh/ruffGitHub50k ★
86.2
open
28apache/airflowGitHub47.1k ★
86.2
open
29pnpm/pnpmGitHub36.8k ★
86.2
open
30nrwl/nxGitHub29.4k ★
86.2
open
31QwenLM/qwen-codeGitHub28.4k ★
86.2
open
32wagtail/wagtailGitHub20.5k ★
86.2
open

Tracking 371 repos · last updated