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 5 of 11 for Devin
RankRepoStarsScoreExternal link
129vercel-labs/deepsecGitHub6.2k ★
78.3
open
130charmbracelet/crushGitHub26.8k ★
78.1
open
131PowerShell/PowerShellGitHub54.5k ★
77.9
open
132tqdm/tqdmGitHub31.2k ★
77.9
open
133vitest-dev/vitestGitHub16.9k ★
77.9
open
134unclecode/crawl4aiGitHub74.7k ★
77.7
open
135etcd-io/etcdGitHub52k ★
77.7
open
136crewAIInc/crewAIGitHub56k ★
77.3
open
137apache/sparkGitHub43.7k ★
77.3
open
138ray-project/rayGitHub43.3k ★
77.3
open
139refinedev/refineGitHub35.4k ★
77.3
open
140yugabyte/yugabyte-dbGitHub10.4k ★
77.3
open
141risingwavelabs/risingwaveGitHub9.2k ★
77.3
open
142sharkdp/fdGitHub43.9k ★
77.1
open
143jestjs/jestGitHub45.5k ★
77.0
open
144trpc/trpcGitHub40.5k ★
77.0
open
145solidjs/solidGitHub35.8k ★
77.0
open
146honojs/honoGitHub31.5k ★
77.0
open
147huggingface/transformersGitHub162.9k ★
76.9
open
148microsoft/TypeScriptGitHub109.9k ★
76.9
open
149duckdb/duckdbGitHub39.7k ★
76.9
open
150scylladb/scylladbGitHub15.7k ★
76.9
open
151explosion/spaCyGitHub33.8k ★
76.8
open
152supermemoryai/supermemoryGitHub28.6k ★
76.8
open
153delta-io/deltaGitHub8.9k ★
76.8
open
154nushell/nushellGitHub40.1k ★
76.6
open
155sharkdp/batGitHub59.9k ★
76.4
open
156nlohmann/jsonGitHub50.2k ★
76.4
open
157clap-rs/clapGitHub16.6k ★
76.4
open
158hashicorp/vaultGitHub36k ★
76.0
open
159gohugoio/hugoGitHub89.1k ★
75.7
open
160django/djangoGitHub88.2k ★
75.6
open

Tracking 332 repos · last updated