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
Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 1 of 6 for Pi
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab972 ★
98.0
open
2wormhole-foundation/wormhole-connectGitHub114 ★
96.6
open
3hsnice16/agent-friendly-codeGitHub0 ★
96.6
open
4ggml-org/llama.cppGitHub107.3k ★
96.5
open
5scikit-learn/scikit-learnGitHub65.9k ★
94.8
open
6openclaw/openclawGitHub366k ★
94.4
open
7apache/supersetGitHub72.6k ★
94.4
open
8streamlit/streamlitGitHub44.4k ★
94.4
open
9getsentry/sentryGitHub43.7k ★
94.4
open
10pingcap/tidbGitHub40k ★
94.4
open
11cli/cliGitHub44.1k ★
93.0
open
12gitlab-org/gitlab-runnerGitLab2.6k ★
92.4
open
13vercel/next.jsGitHub139.2k ★
91.8
open
14grafana/grafanaGitHub73.5k ★
90.6
open
15astral-sh/ruffGitHub47.3k ★
90.6
open
16prometheus/prometheusGitHub63.8k ★
89.2
open
17denoland/denoGitHub106.6k ★
88.7
open
18oven-sh/bunGitHub89.4k ★
88.7
open
19BerriAI/litellmGitHub45.1k ★
88.7
open
20gradio-app/gradioGitHub42.5k ★
88.3
open
21n8n-io/n8nGitHub186k ★
88.0
open
22vllm-project/vllmGitHub78.5k ★
88.0
open
23PostHog/posthogGitHub34.1k ★
88.0
open
24vercel/turborepoGitHub30.3k ★
88.0
open
25microsoft/playwrightGitHub87.6k ★
87.5
open
26meilisearch/meilisearchGitHub57.3k ★
86.6
open
27apache/airflowGitHub45.2k ★
86.3
open
28labstack/echoGitHub32.4k ★
86.3
open
29calcom/cal.diyGitHub42.2k ★
85.9
open
30sveltejs/kitGitHub20.5k ★
85.8
open
31pydantic/pydanticGitHub27.6k ★
84.5
open
32zed-industries/zedGitHub80k ★
84.2
open

Tracking 163 repos · last updated