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.

Devin — Operates from a sandboxed Ubuntu VM and runs an 8-step machine setup (deps, secrets, language versions, lint/test commands) per Cognition's repo-setup docs. CI config files alone aren't what the docs ask for — a runnable dev environment is.
Leaderboard — page 1 of 12 for Devin
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
97.5
open
2ggml-org/llama.cppGitHub127.2k ★
96.1
open
3axios/axiosGitHubBadge109.2k ★
96.1
open
4surrealdb/surrealdbGitHub33k ★
96.1
open
5aio-libs/aiohttpGitHub16.5k ★
96.1
open
6GreptimeTeam/greptimedbGitHub6.6k ★
96.1
open
7wormhole-foundation/wormhole-connectGitHub115 ★
94.8
open
8hsnice16/agent-friendly-codeGitHubBadge2 ★
94.8
open
9apache/supersetGitHub74.7k ★
93.8
open
10metabase/metabaseGitHub49.1k ★
93.8
open
11milvus-io/milvusGitHub46k ★
93.8
open
12streamlit/streamlitGitHub45.7k ★
93.8
open
13pingcap/tidbGitHub40.5k ★
93.8
open
14weaviate/weaviateGitHub16.8k ★
93.8
open
15sqlfluff/sqlfluffGitHub9.9k ★
93.8
open
16excalidraw/excalidrawGitHub131.2k ★
93.4
open
17pnpm/pnpmGitHub36.4k ★
92.6
open
18psf/requestsGitHub54.3k ★
92.2
open
19psf/blackGitHub41.8k ★
92.2
open
20cli/cliGitHub46.2k ★
91.9
open
21Textualize/richGitHub57.3k ★
90.6
open
22sqlalchemy/sqlalchemyGitHub12.1k ★
90.6
open
23grafana/grafanaGitHub76.6k ★
90.3
open
24astral-sh/ruffGitHub49.5k ★
90.3
open
25apache/airflowGitHub46.7k ★
90.3
open
26nrwl/nxGitHub29.3k ★
90.3
open
27QwenLM/qwen-codeGitHub27.7k ★
90.3
open
28wagtail/wagtailGitHub20.5k ★
90.3
open
29vercel/next.jsGitHub142.1k ★
89.9
open
30discourse/discourseGitHub47.8k ★
89.9
open
31getsentry/sentryGitHub44.7k ★
89.9
open
32earendil-works/piGitHub102.1k ★
89.7
open

Tracking 371 repos · last updated