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.

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 11 for Devin
RankRepoStarsScoreExternal link
1gitlab-org/cliGitLab1.1k ★
97.5
open
2ggml-org/llama.cppGitHub121.4k ★
96.1
open
3axios/axiosGitHubBadge109.1k ★
96.1
open
4surrealdb/surrealdbGitHub32.7k ★
96.1
open
5aio-libs/aiohttpGitHub16.5k ★
96.1
open
6GreptimeTeam/greptimedbGitHub6.5k ★
96.1
open
7excalidraw/excalidrawGitHub128.2k ★
94.9
open
8scikit-learn/scikit-learnGitHub66.8k ★
94.9
open
9wormhole-foundation/wormhole-connectGitHub115 ★
94.8
open
10hsnice16/agent-friendly-codeGitHubBadge2 ★
94.8
open
11apache/supersetGitHub73.9k ★
93.8
open
12milvus-io/milvusGitHub45.4k ★
93.8
open
13streamlit/streamlitGitHub45.3k ★
93.8
open
14pingcap/tidbGitHub40.3k ★
93.8
open
15weaviate/weaviateGitHub16.6k ★
93.8
open
16sqlfluff/sqlfluffGitHub9.8k ★
93.8
open
17psf/requestsGitHub54.1k ★
92.2
open
18psf/blackGitHub41.8k ★
92.2
open
19cli/cliGitHub45.4k ★
91.9
open
20Textualize/richGitHub56.9k ★
90.6
open
21sqlalchemy/sqlalchemyGitHub12k ★
90.6
open
22grafana/grafanaGitHub75.7k ★
90.3
open
23astral-sh/ruffGitHub48.8k ★
90.3
open
24apache/airflowGitHub46.2k ★
90.3
open
25nrwl/nxGitHub29.1k ★
90.3
open
26QwenLM/qwen-codeGitHub26.3k ★
90.3
open
27wagtail/wagtailGitHub20.4k ★
90.3
open
28discourse/discourseGitHub47.5k ★
89.9
open
29getsentry/sentryGitHub44.4k ★
89.9
open
30earendil-works/piGitHub76.4k ★
89.7
open
31github/spec-kitGitHub123.5k ★
89.6
open
32vitessio/vitessGitHub21.2k ★
89.6
open

Tracking 332 repos · last updated