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 1 of 6 for Aider
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab972 ★
87.7
open
2ggml-org/llama.cppGitHub107.3k ★
86.5
open
3wormhole-foundation/wormhole-connectGitHub114 ★
86.5
open
4hsnice16/agent-friendly-codeGitHub0 ★
86.5
open
5openclaw/openclawGitHub366k ★
84.9
open
6apache/supersetGitHub72.6k ★
84.9
open
7streamlit/streamlitGitHub44.4k ★
84.9
open
8getsentry/sentryGitHub43.7k ★
84.9
open
9pingcap/tidbGitHub40k ★
84.9
open
10scikit-learn/scikit-learnGitHub65.9k ★
84.1
open
11cli/cliGitHub44.1k ★
84.1
open
12gitlab-org/gitlab-runnerGitLab2.6k ★
83.6
open
13vercel/next.jsGitHub139.2k ★
82.8
open
14denoland/denoGitHub106.6k ★
80.8
open
15oven-sh/bunGitHub89.4k ★
80.8
open
16grafana/grafanaGitHub73.5k ★
80.8
open
17astral-sh/ruffGitHub47.3k ★
80.8
open
18BerriAI/litellmGitHub45.1k ★
80.8
open
19gradio-app/gradioGitHub42.5k ★
80.4
open
20prometheus/prometheusGitHub63.8k ★
80.0
open
21microsoft/playwrightGitHub87.6k ★
79.7
open
22vllm-project/vllmGitHub78.5k ★
79.7
open
23n8n-io/n8nGitHub186k ★
78.8
open
24PostHog/posthogGitHub34.1k ★
78.8
open
25vercel/turborepoGitHub30.3k ★
78.8
open
26calcom/cal.diyGitHub42.2k ★
78.1
open
27meilisearch/meilisearchGitHub57.3k ★
78.0
open
28pydantic/pydanticGitHub27.6k ★
77.3
open
29sveltejs/kitGitHub20.5k ★
77.3
open
30labstack/echoGitHub32.4k ★
77.0
open
31apache/airflowGitHub45.2k ★
76.8
open
32axios/axiosGitHub109k ★
75.7
open

Tracking 163 repos · last updated