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
AiderAuto-lints on every edit by default; runs the configured test command after edits when `--test-cmd` is set (per Aider's lint/test docs). A green linter and a declared test command translate directly into successful commits.
Leaderboard — page 3 of 6 for Aider
RankRepoStarsScoreExternal link
65microsoft/vscodeGitHub184.4k ★
69.9
open
66google/osv-scannerGitHub9.9k ★
69.2
open
67fastapi/fastapiGitHub97.7k ★
68.9
open
68nestjs/nestGitHub75.3k ★
68.9
open
69trpc/trpcGitHub40.1k ★
68.6
open
70Shopify/cliGitHub675 ★
68.6
open
71sharkdp/batGitHub58.6k ★
68.5
open
72honojs/honoGitHub30.2k ★
68.2
open
73pola-rs/polarsGitHub38.3k ★
67.6
open
74godotengine/godotGitHub110.1k ★
67.3
open
75prettier/prettierGitHub51.8k ★
67.3
open
76ClickHouse/ClickHouseGitHub47.1k ★
67.3
open
77unclecode/crawl4aiGitHub64.7k ★
66.5
open
78vuejs/coreGitHub53.6k ★
66.5
open
79explosion/spaCyGitHub33.5k ★
66.5
open
80prisma/prismaGitHub45.9k ★
66.2
open
81hashicorp/vaultGitHub35.5k ★
65.9
open
82privy-io/go-sdkGitHub1 ★
65.5
open
83facebook/reactGitHub244.8k ★
65.1
open
84rust-lang/rustlingsGitHub62.6k ★
65.1
open
85TanStack/queryGitHub49.3k ★
64.9
open
86fastify/fastifyGitHub36.1k ★
64.9
open
87huggingface/diffusersGitHub33.5k ★
64.9
open
88krakenfx/kraken-cliGitHub563 ★
64.9
open
89tauri-apps/tauriGitHub106k ★
64.5
open
90ghostfolio/ghostfolioGitHub8.3k ★
64.5
open
91microsoft/presidioGitHub7.9k ★
64.5
open
92BurntSushi/ripgrepGitHub63.1k ★
63.5
open
93shadcn-ui/uiGitHub113.2k ★
63.0
open
94github/spec-kitGitHub91.6k ★
62.8
open
95pytest-dev/pytestGitHub13.8k ★
62.4
open
96appwrite/appwriteGitHub55.9k ★
62.2
open

Tracking 163 repos · last updated