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 6 of 12 for Devin
RankRepoStarsScoreExternal link
161jestjs/jestGitHub45.5k ★
77.0
open
162trpc/trpcGitHub40.6k ★
77.0
open
163solidjs/solidGitHub36k ★
77.0
open
164honojs/honoGitHub32.1k ★
77.0
open
165huggingface/transformersGitHub164.9k ★
76.9
open
166duckdb/duckdbGitHub41k ★
76.9
open
167scylladb/scylladbGitHub15.7k ★
76.9
open
168explosion/spaCyGitHub33.9k ★
76.8
open
169supermemoryai/supermemoryGitHub29.2k ★
76.8
open
170nushell/nushellGitHub40.4k ★
76.6
open
171encode/starletteGitHub12.6k ★
76.6
open
172sharkdp/batGitHub60.4k ★
76.4
open
173nlohmann/jsonGitHub50.6k ★
76.4
open
174clap-rs/clapGitHub16.7k ★
76.4
open
175hashicorp/vaultGitHub36.2k ★
76.0
open
176gohugoio/hugoGitHub89.7k ★
75.7
open
177django/djangoGitHub90k ★
75.6
open
178prisma/prismaGitHub47.6k ★
75.6
open
179SigNoz/signozGitHub32k ★
75.6
open
180vuejs/coreGitHub54.3k ★
75.5
open
181microsoft/vscodeGitHub191k ★
75.3
open
182JetBrains/kotlinGitHub53.4k ★
75.3
open
183chenglou/pretextGitHub50.2k ★
75.3
open
184jgm/pandocGitHub46.2k ★
75.3
open
185oban-bg/obanGitHub4k ★
75.3
open
186statelyai/xstateGitHub30.1k ★
75.2
open
187ggml-org/whisper.cppGitHub53.5k ★
75.1
open
188lit/litGitHub21.8k ★
75.1
open
189Uniswap/interfaceGitHub5.5k ★
74.7
open
190TanStack/aiGitHub3.1k ★
74.4
open
191prettier/prettierGitHub52.2k ★
74.3
open
192MaterializeInc/materializeGitHub6.4k ★
74.3
open

Tracking 371 repos · last updated