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.

Live on Peerlist Launchpad
Overall (average across models)Simple average of every per-model score.
Leaderboard — page 3 of 6 for Overall (average across models)
RankRepoStarsScoreExternal link
65privy-io/go-sdkGitHub1 ★
74.3
open
66nestjs/nestGitHub75.3k ★
74.1
open
67vitest-dev/vitestGitHub16.4k ★
74.1
open
68pandas-dev/pandasGitHub48.6k ★
73.5
open
69microsoft/TypeScriptGitHub108.7k ★
73.1
open
70honojs/honoGitHub30.2k ★
73.1
open
71pola-rs/polarsGitHub38.3k ★
72.6
open
72supermemoryai/supermemoryGitHub22.3k ★
72.6
open
73fastapi/fastapiGitHub97.7k ★
71.9
open
74sharkdp/batGitHub58.6k ★
71.6
open
75explosion/spaCyGitHub33.5k ★
71.4
open
76krakenfx/kraken-cliGitHub563 ★
71.2
open
77microsoft/vscodeGitHub184.4k ★
71.1
open
78vuejs/coreGitHub53.6k ★
70.9
open
79hashicorp/vaultGitHub35.5k ★
70.7
open
80prettier/prettierGitHub51.8k ★
70.4
open
81godotengine/godotGitHub110.1k ★
70.0
open
82Uniswap/interfaceGitHub5.5k ★
69.8
open
83chenglou/pretextGitHub45.6k ★
69.7
open
84unclecode/crawl4aiGitHub64.7k ★
69.6
open
85github/spec-kitGitHub91.6k ★
69.3
open
86etcd-io/etcdGitHub51.7k ★
69.0
open
87appwrite/appwriteGitHub55.9k ★
68.9
open
88TanStack/queryGitHub49.3k ★
68.9
open
89microsoft/presidioGitHub7.9k ★
68.6
open
90tauri-apps/tauriGitHub106k ★
68.2
open
91DefiLlama/defillama-appGitHub290 ★
67.9
open
92shadcn-ui/uiGitHub113.2k ★
67.7
open
93huggingface/diffusersGitHub33.5k ★
67.7
open
94fastify/fastifyGitHub36.1k ★
67.2
open
95rust-lang/rustlingsGitHub62.6k ★
67.1
open
96ghostfolio/ghostfolioGitHub8.3k ★
66.9
open

Tracking 163 repos · last updated