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.

Live on Peerlist Launchpad
Aider — Auto-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 4 of 9 for Aider
RankRepoStarsScoreExternal link
97vercel-labs/deepsecGitHub3.3k ★
71.6
open
98openclaw/openclawGitHub380.1k ★
71.4
open
99scylladb/scylladbGitHub15.6k ★
71.4
open
100nuxt/nuxtGitHub60.5k ★
71.2
open
101pytest-dev/pytestGitHub14.3k ★
71.2
open
102supermemoryai/supermemoryGitHub27.3k ★
70.5
open
103plausible/analyticsGitHub27.3k ★
70.5
open
104junegunn/fzfGitHub81.2k ★
70.3
open
105microsoft/vscodeGitHub186.7k ★
69.9
open
106PowerShell/PowerShellGitHub54.1k ★
69.6
open
107huggingface/datasetsGitHub21.6k ★
69.6
open
108sst/opencodeGitHub177.8k ★
69.3
open
109minio/minioGitHub61.2k ★
69.2
open
110sharkdp/fdGitHub43.4k ★
69.1
open
111continuedev/continueGitHub34.3k ★
68.9
open
112cloudflare/vinextGitHub8.3k ★
68.9
open
113inngest/inngestGitHub5.5k ★
68.9
open
114trpc/trpcGitHub40.4k ★
68.6
open
115sharkdp/batGitHub59.4k ★
68.5
open
116nlohmann/jsonGitHub50k ★
68.5
open
117apache/kafkaGitHub32.9k ★
68.5
open
118apache/pulsarGitHub15.3k ★
68.5
open
119gin-gonic/ginGitHub88.7k ★
68.2
open
120spf13/cobraGitHub44.2k ★
68.2
open
121vercel/next.jsGitHub140.2k ★
68.0
open
122run-llama/llama_indexGitHub50.3k ★
68.0
open
123SigNoz/signozGitHub27.4k ★
68.0
open
124BurntSushi/ripgrepGitHub65.4k ★
67.6
open
125cline/clineGitHub63.8k ★
67.6
open
126pola-rs/polarsGitHub38.9k ★
67.6
open
127solidjs/solidGitHub35.7k ★
67.6
open
128honojs/honoGitHub31.1k ★
67.6
open

Tracking 284 repos · last updated