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 4 of 12 for Overall (average across models)
RankRepoStarsScoreExternal link
97microsoft/onnxruntimeGitHub21.8k ★
78.1
open
98TanStack/routerGitHub15k ★
78.1
open
99labstack/echoGitHub32.7k ★
78.0
open
100chroma-core/chromaGitHub29.2k ★
78.0
open
101sst/opencodeGitHub204.7k ★
77.9
open
102warpdotdev/warpGitHub64.8k ★
77.9
open
103appwrite/appwriteGitHub57.3k ★
77.9
open
104directus/directusGitHub37.8k ★
77.9
open
105pytest-dev/pytestGitHub14.5k ★
77.4
open
106cloudflare/vinextGitHub8.8k ★
77.4
open
107inngest/inngestGitHub5.8k ★
77.4
open
108biomejs/biomeGitHub25.7k ★
77.3
open
109TanStack/queryGitHub50.3k ★
77.2
open
110nushell/nushellGitHub40.4k ★
77.0
open
111crewAIInc/crewAIGitHub58.1k ★
76.8
open
112apache/sparkGitHub44k ★
76.8
open
113ray-project/rayGitHub43.7k ★
76.8
open
114charmbracelet/crushGitHub27.9k ★
76.8
open
115risingwavelabs/risingwaveGitHub9.3k ★
76.8
open
116helix-editor/helixGitHub46.1k ★
76.5
open
117qdrant/qdrantGitHub34.4k ★
76.5
open
118apache/kafkaGitHub33.7k ★
76.5
open
119apache/pulsarGitHub15.3k ★
76.5
open
120simstudioai/simGitHub29.6k ★
76.4
open
121cline/clineGitHub67.5k ★
76.0
open
122tldraw/tldrawGitHub50.2k ★
76.0
open
123electric-sql/electricGitHub10.4k ★
76.0
open
124pmndrs/zustandGitHub58.6k ★
75.9
open
125guzzle/guzzleGitHub23.5k ★
75.9
open
126yugabyte/yugabyte-dbGitHub10.5k ★
75.8
open
127ml-explore/mlxGitHub28.3k ★
75.7
open
128ReactiveX/RxJavaGitHub48.2k ★
75.6
open

Tracking 371 repos · last updated