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.

Repo not on the board? Score any public GitHub repo live from its current commit.

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 12 for Gemini CLI
RankRepoStarsScoreExternal link
1apache/supersetGitHub74.7k ★
95.5
open
2discourse/discourseGitHub47.8k ★
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-cliGitHub106.8k ★
86.1
open
7zed-industries/zedGitHub89.8k ★
86.1
open
8ggml-org/llama.cppGitHub127.2k ★
85.8
open
9surrealdb/surrealdbGitHub33k ★
85.8
open
10GreptimeTeam/greptimedbGitHub6.6k ★
85.8
open
11wormhole-foundation/wormhole-connectGitHub115 ★
85.5
open
12hsnice16/agent-friendly-codeGitHubBadge2 ★
85.5
open
13metabase/metabaseGitHub49.1k ★
84.1
open
14milvus-io/milvusGitHub46k ★
84.1
open
15streamlit/streamlitGitHub45.7k ★
84.1
open
16pingcap/tidbGitHub40.5k ★
84.1
open
17weaviate/weaviateGitHub16.8k ★
84.1
open
18sqlfluff/sqlfluffGitHub9.9k ★
84.1
open
19cli/cliGitHub46.2k ★
83.0
open
20excalidraw/excalidrawGitHub131.2k ★
82.8
open
21pnpm/pnpmGitHub36.4k ★
82.7
open
22vercel/next.jsGitHub142.1k ★
81.7
open
23getsentry/sentryGitHub44.7k ★
81.7
open
24krakenfx/kraken-cliGitHub707 ★
81.7
open
25earendil-works/piGitHub102.1k ★
81.3
open
26BerriAI/litellmGitHub58.1k ★
81.3
open
27grafana/grafanaGitHub76.6k ★
81.0
open
28astral-sh/ruffGitHub49.5k ★
81.0
open
29apache/airflowGitHub46.7k ★
81.0
open
30nrwl/nxGitHub29.3k ★
81.0
open
31QwenLM/qwen-codeGitHub27.7k ★
81.0
open
32wagtail/wagtailGitHub20.5k ★
81.0
open

Tracking 371 repos · last updated