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 9 for Pi
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1k ★
98.0
open
2axios/axiosGitHubBadge109.1k ★
97.5
open
3wormhole-foundation/wormhole-connectGitHub114 ★
96.6
open
4hsnice16/agent-friendly-codeGitHubBadge2 ★
96.6
open
5ggml-org/llama.cppGitHub117.3k ★
96.5
open
6surrealdb/surrealdbGitHub32.4k ★
96.5
open
7weaviate/weaviateGitHub16.4k ★
96.5
open
8excalidraw/excalidrawGitHub125.6k ★
94.8
open
9scikit-learn/scikit-learnGitHub66.4k ★
94.8
open
10apache/supersetGitHub73.4k ★
94.4
open
11streamlit/streamlitGitHub45k ★
94.4
open
12milvus-io/milvusGitHub44.8k ★
94.4
open
13pingcap/tidbGitHub40.2k ★
94.4
open
14sqlfluff/sqlfluffGitHub9.8k ★
94.4
open
15cli/cliGitHub44.9k ★
93.0
open
16discourse/discourseGitHub47.3k ★
91.8
open
17getsentry/sentryGitHub44.1k ★
91.8
open
18earendil-works/piGitHub64k ★
91.4
open
19strapi/strapiGitHub72.4k ★
91.0
open
20vitessio/vitessGitHub21k ★
90.8
open
21grafana/grafanaGitHub74.5k ★
90.6
open
22astral-sh/ruffGitHub48.1k ★
90.6
open
23apache/airflowGitHub45.9k ★
90.6
open
24nrwl/nxGitHub29k ★
90.6
open
25wagtail/wagtailGitHub20.4k ★
90.6
open
26forem/foremGitHub22.7k ★
90.1
open
27gitlab-org/gitlab-runnerGitLab2.6k ★
89.9
open
28chakra-ui/chakra-uiGitHub40.4k ★
89.3
open
29prometheus/prometheusGitHub64.6k ★
89.2
open
30google/osv-scannerGitHub10.5k ★
89.2
open
31denoland/denoGitHub107.2k ★
88.7
open
32oven-sh/bunGitHub93.3k ★
88.7
open

Tracking 284 repos · last updated