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 CLIReads 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 6 for Gemini CLI
RankRepoStarsScoreExternal link
1apache/supersetGitHub72.6k ★
95.5
open
2BerriAI/litellmGitHub45.1k ★
90.9
open
3gitlab-org/cliGitLab972 ★
86.8
open
4google-gemini/gemini-cliGitHub102.7k ★
86.1
open
5zed-industries/zedGitHub80k ★
86.1
open
6ggml-org/llama.cppGitHub107.3k ★
85.8
open
7wormhole-foundation/wormhole-connectGitHub114 ★
85.5
open
8hsnice16/agent-friendly-codeGitHub0 ★
85.5
open
9scikit-learn/scikit-learnGitHub65.9k ★
84.4
open
10openclaw/openclawGitHub366k ★
84.1
open
11streamlit/streamlitGitHub44.4k ★
84.1
open
12getsentry/sentryGitHub43.7k ★
84.1
open
13pingcap/tidbGitHub40k ★
84.1
open
14prisma/prismaGitHub45.9k ★
83.0
open
15cli/cliGitHub44.1k ★
83.0
open
16gitlab-org/gitlab-runnerGitLab2.6k ★
82.3
open
17vercel/next.jsGitHub139.2k ★
81.7
open
18grafana/grafanaGitHub73.5k ★
81.0
open
19astral-sh/ruffGitHub47.3k ★
81.0
open
20prometheus/prometheusGitHub63.8k ★
79.9
open
21denoland/denoGitHub106.6k ★
79.5
open
22oven-sh/bunGitHub89.4k ★
79.5
open
23pydantic/pydanticGitHub27.6k ★
79.5
open
24gradio-app/gradioGitHub42.5k ★
78.9
open
25n8n-io/n8nGitHub186k ★
78.6
open
26PostHog/posthogGitHub34.1k ★
78.6
open
27vercel/turborepoGitHub30.3k ★
78.6
open
28microsoft/playwrightGitHub87.6k ★
78.1
open
29vllm-project/vllmGitHub78.5k ★
77.8
open
30nautechsystems/nautilus_traderGitHub22.3k ★
77.8
open
31axios/axiosGitHub109k ★
77.5
open
32meilisearch/meilisearchGitHub57.3k ★
77.5
open

Tracking 163 repos · last updated