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.

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 11 for Gemini CLI
RankRepoStarsScoreExternal link
1apache/supersetGitHub74.2k ★
95.5
open
2discourse/discourseGitHub47.6k ★
93.1
open
3gitlab-org/cliGitLab1.1k ★
86.8
open
4axios/axiosGitHubBadge109.2k ★
86.3
open
5aio-libs/aiohttpGitHub16.5k ★
86.3
open
6google-gemini/gemini-cliGitHub106.4k ★
86.1
open
7zed-industries/zedGitHub88.3k ★
86.1
open
8ggml-org/llama.cppGitHub123.2k ★
85.8
open
9surrealdb/surrealdbGitHub32.8k ★
85.8
open
10GreptimeTeam/greptimedbGitHub6.5k ★
85.8
open
11wormhole-foundation/wormhole-connectGitHub115 ★
85.5
open
12hsnice16/agent-friendly-codeGitHubBadge2 ★
85.5
open
13excalidraw/excalidrawGitHub129.2k ★
84.4
open
14scikit-learn/scikit-learnGitHub67k ★
84.4
open
15milvus-io/milvusGitHub45.6k ★
84.1
open
16streamlit/streamlitGitHub45.5k ★
84.1
open
17pingcap/tidbGitHub40.4k ★
84.1
open
18weaviate/weaviateGitHub16.7k ★
84.1
open
19sqlfluff/sqlfluffGitHub9.9k ★
84.1
open
20cli/cliGitHub45.7k ★
83.0
open
21getsentry/sentryGitHub44.5k ★
81.7
open
22krakenfx/kraken-cliGitHub681 ★
81.7
open
23earendil-works/piGitHub85.7k ★
81.3
open
24BerriAI/litellmGitHub55.9k ★
81.3
open
25vitessio/vitessGitHub21.2k ★
81.3
open
26grafana/grafanaGitHub76.2k ★
81.0
open
27astral-sh/ruffGitHub49.1k ★
81.0
open
28apache/airflowGitHub46.4k ★
81.0
open
29nrwl/nxGitHub29.2k ★
81.0
open
30QwenLM/qwen-codeGitHub26.9k ★
81.0
open
31wagtail/wagtailGitHub20.4k ★
81.0
open
32strapi/strapiGitHub72.8k ★
80.9
open

Tracking 332 repos · last updated