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
Gemini CLI — Reads hierarchical `GEMINI.md` (global → workspace → component-level) at every prompt per Gemini CLI's docs. The long-context advantage favors repos that split context per directory rather than docs-heavy in general.
Leaderboard — page 1 of 9 for Gemini CLI
RankRepoStarsScoreExternal link
1apache/supersetGitHub73.4k ★
95.5
open
2discourse/discourseGitHub47.3k ★
93.1
open
3gitlab-org/cliGitLab1k ★
86.8
open
4axios/axiosGitHubBadge109.1k ★
86.3
open
5google-gemini/gemini-cliGitHub105.4k ★
86.1
open
6zed-industries/zedGitHub85.6k ★
86.1
open
7ggml-org/llama.cppGitHub117.3k ★
85.8
open
8surrealdb/surrealdbGitHub32.4k ★
85.8
open
9weaviate/weaviateGitHub16.4k ★
85.8
open
10wormhole-foundation/wormhole-connectGitHub114 ★
85.5
open
11hsnice16/agent-friendly-codeGitHubBadge2 ★
85.5
open
12excalidraw/excalidrawGitHub125.6k ★
84.4
open
13scikit-learn/scikit-learnGitHub66.4k ★
84.4
open
14streamlit/streamlitGitHub45k ★
84.1
open
15milvus-io/milvusGitHub44.8k ★
84.1
open
16pingcap/tidbGitHub40.2k ★
84.1
open
17sqlfluff/sqlfluffGitHub9.8k ★
84.1
open
18prisma/prismaGitHub46.4k ★
83.0
open
19cli/cliGitHub44.9k ★
83.0
open
20getsentry/sentryGitHub44.1k ★
81.7
open
21earendil-works/piGitHub64k ★
81.3
open
22BerriAI/litellmGitHub50.9k ★
81.3
open
23vitessio/vitessGitHub21k ★
81.3
open
24grafana/grafanaGitHub74.5k ★
81.0
open
25astral-sh/ruffGitHub48.1k ★
81.0
open
26apache/airflowGitHub45.9k ★
81.0
open
27nrwl/nxGitHub29k ★
81.0
open
28wagtail/wagtailGitHub20.4k ★
81.0
open
29strapi/strapiGitHub72.4k ★
80.9
open
30psf/requestsGitHub54k ★
80.7
open
31prometheus/prometheusGitHub64.6k ★
79.9
open
32google/osv-scannerGitHub10.5k ★
79.9
open

Tracking 284 repos · last updated