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.

Live on Peerlist Launchpad
Pi — Minimal terminal coding harness. Loads `AGENTS.md` (or `CLAUDE.md`) at startup — global, parent dirs, then cwd — per the Pi coding-agent README. Sandboxing is deferred to user-installed extensions.
Leaderboard — page 3 of 9 for Pi
RankRepoStarsScoreExternal link
65apache/flinkGitHub26.1k ★
82.4
open
66microsoft/onnxruntimeGitHub20.9k ★
82.4
open
67TanStack/routerGitHub14.7k ★
82.4
open
68GreptimeTeam/greptimedbGitHub6.4k ★
82.4
open
69langflow-ai/langflowGitHub149.8k ★
82.1
open
70apache/sparkGitHub43.5k ★
82.1
open
71biomejs/biomeGitHub25.1k ★
82.1
open
72risingwavelabs/risingwaveGitHub9.1k ★
82.1
open
73scrapy/scrapyGitHub62.3k ★
82.0
open
74pydantic/pydanticGitHub28.1k ★
82.0
open
75BerriAI/litellmGitHub50.9k ★
81.7
open
76neovim/neovimGitHub100.5k ★
81.3
open
77tldraw/tldrawGitHub48k ★
80.8
open
78electric-sql/electricGitHub10.2k ★
80.8
open
79celery/celeryGitHub28.6k ★
80.7
open
80yugabyte/yugabyte-dbGitHub10.4k ★
80.7
open
81sst/opencodeGitHub176.2k ★
80.6
open
82mastodon/mastodonGitHub50k ★
80.3
open
83MaterializeInc/materializeGitHub6.3k ★
80.3
open
84pandas-dev/pandasGitHub49k ★
80.0
open
85huggingface/diffusersGitHub33.9k ★
79.9
open
86simstudioai/simGitHub28.8k ★
79.6
open
87cloudflare/vinextGitHub8.2k ★
79.6
open
88inngest/inngestGitHub5.5k ★
79.6
open
89pallets/flaskGitHub71.7k ★
79.2
open
90apache/kafkaGitHub32.9k ★
79.2
open
91apache/pulsarGitHub15.3k ★
79.2
open
92vitest-dev/vitestGitHub16.7k ★
79.0
open
93qdrant/qdrantGitHub32.5k ★
78.9
open
94vercel-labs/deepsecGitHub3.2k ★
78.7
open
95google-gemini/gemini-cliGitHub105.4k ★
78.6
open
96open-webui/open-webuiGitHub142.2k ★
78.2
open

Tracking 284 repos · last updated