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
OpenHandsRuns in a sandboxed container and executes `.openhands/setup.sh` at session start per OpenHands' repo-customization docs. Root AGENTS.md is now the preferred always-on instruction surface (microagents are deprecated in favor of it).
Leaderboard — page 1 of 6 for OpenHands
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab972 ★
87.1
open
2ggml-org/llama.cppGitHub107.3k ★
85.9
open
3wormhole-foundation/wormhole-connectGitHub114 ★
85.4
open
4hsnice16/agent-friendly-codeGitHub0 ★
85.4
open
5scikit-learn/scikit-learnGitHub65.9k ★
85.3
open
6All-Hands-AI/OpenHandsGitHub72.3k ★
84.9
open
7openclaw/openclawGitHub366k ★
83.8
open
8apache/supersetGitHub72.6k ★
83.8
open
9streamlit/streamlitGitHub44.4k ★
83.8
open
10getsentry/sentryGitHub43.7k ★
83.8
open
11pingcap/tidbGitHub40k ★
83.8
open
12pydantic/pydanticGitHub27.6k ★
82.9
open
13cli/cliGitHub44.1k ★
81.9
open
14grafana/grafanaGitHub73.5k ★
80.9
open
15astral-sh/ruffGitHub47.3k ★
80.9
open
16gitlab-org/gitlab-runnerGitLab2.6k ★
80.8
open
17nautechsystems/nautilus_traderGitHub22.3k ★
80.7
open
18vercel/next.jsGitHub139.2k ★
80.6
open
19axios/axiosGitHub109k ★
80.2
open
20vercel/swrGitHub32.4k ★
80.2
open
21psf/requestsGitHub53.9k ★
79.2
open
22huggingface/datasetsGitHub21.5k ★
79.2
open
23prometheus/prometheusGitHub63.8k ★
79.1
open
24calcom/cal.diyGitHub42.2k ★
78.5
open
25google-gemini/gemini-cliGitHub102.7k ★
77.9
open
26n8n-io/n8nGitHub186k ★
77.8
open
27PostHog/posthogGitHub34.1k ★
77.8
open
28vercel/turborepoGitHub30.3k ★
77.8
open
29hiyouga/LlamaFactoryGitHub70.7k ★
77.7
open
30denoland/denoGitHub106.6k ★
77.5
open
31oven-sh/bunGitHub89.4k ★
77.5
open
32BerriAI/litellmGitHub45.1k ★
77.5
open

Tracking 163 repos · last updated