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.

Kimi CLIReads AGENTS.md as its native instruction surface (root or `.kimi-code/AGENTS.md`) per Moonshot's Kimi Code docs, and `/init` generates one — the strictest AGENTS.md-only adherent here, with no CLAUDE.md fallback. Runs shell commands step-by-step under an approval gate rather than a sandbox VM, and dispatches `explore` sub-agents with isolated contexts to map a codebase, so a large tree costs it less than a single-context agent.
Leaderboard — page 6 of 11 for Kimi CLI
RankRepoStarsScoreExternal link
161SigNoz/signozGitHub31.6k ★
72.8
open
162chenglou/pretextGitHub49.3k ★
72.5
open
163sharkdp/fdGitHub43.8k ★
72.5
open
164solidjs/solidGitHub35.8k ★
72.5
open
165honojs/honoGitHub31.4k ★
72.5
open
166delta-io/deltaGitHub8.9k ★
72.4
open
167apache/paimonGitHub3.3k ★
72.3
open
168rails/railsGitHub58.6k ★
72.1
open
169sharkdp/batGitHub59.8k ★
72.0
open
170nlohmann/jsonGitHub50.2k ★
72.0
open
171hashicorp/vaultGitHub36k ★
72.0
open
172makeplane/planeGitHub54.9k ★
71.8
open
173prettier/prettierGitHub52.1k ★
71.8
open
174filamentphp/filamentGitHub31.5k ★
71.8
open
175coollabsio/coolifyGitHub59.3k ★
71.7
open
176godotengine/godotGitHub114.5k ★
71.5
open
177ClickHouse/ClickHouseGitHub48.8k ★
71.5
open
178facebook/reactGitHub246.7k ★
70.8
open
179storybookjs/storybookGitHub90.6k ★
70.8
open
180unclecode/crawl4aiGitHub74.3k ★
70.7
open
181etcd-io/etcdGitHub52k ★
70.7
open
182apache/seatunnelGitHub9.5k ★
70.7
open
183BurntSushi/ripgrepGitHub66.4k ★
70.4
open
184vapor/vaporGitHub26.2k ★
70.4
open
185nats-io/nats-serverGitHub20.3k ★
70.4
open
186encode/httpxGitHub15.4k ★
70.4
open
187tqdm/tqdmGitHub31.2k ★
70.3
open
188h4ckf0r0day/obscuraGitHub19.6k ★
70.3
open
189django/djangoGitHub88.2k ★
70.0
open
190TanStack/queryGitHub50k ★
69.7
open
191explosion/spaCyGitHub33.8k ★
69.6
open
19211ty/eleventyGitHub19.8k ★
69.6
open

Tracking 332 repos · last updated