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
Overall (average across models)Simple average of every per-model score.
Leaderboard — page 3 of 9 for Overall (average across models)
RankRepoStarsScoreExternal link
65mastodon/mastodonGitHub50k ★
79.2
open
66langflow-ai/langflowGitHub149.8k ★
79.1
open
67All-Hands-AI/OpenHandsGitHub77.7k ★
79.1
open
68TanStack/aiGitHub2.8k ★
79.0
open
69neovim/neovimGitHub100.5k ★
78.3
open
70withastro/astroGitHub60.3k ★
78.0
open
71labstack/echoGitHub32.5k ★
78.0
open
72apache/flinkGitHub26.1k ★
78.0
open
73microsoft/onnxruntimeGitHub20.9k ★
78.0
open
74TanStack/routerGitHub14.7k ★
78.0
open
75qdrant/qdrantGitHub32.5k ★
77.9
open
76appwrite/appwriteGitHub56.3k ★
77.8
open
77sst/opencodeGitHub176.2k ★
77.7
open
78biomejs/biomeGitHub25.1k ★
77.2
open
79cloudflare/vinextGitHub8.2k ★
77.2
open
80inngest/inngestGitHub5.5k ★
77.2
open
81nushell/nushellGitHub39.8k ★
76.9
open
82pytest-dev/pytestGitHub14.2k ★
76.9
open
83prisma/prismaGitHub46.4k ★
76.7
open
84apache/sparkGitHub43.5k ★
76.7
open
85risingwavelabs/risingwaveGitHub9.1k ★
76.7
open
86pallets/flaskGitHub71.7k ★
76.5
open
87nautechsystems/nautilus_traderGitHub24k ★
76.5
open
88apache/kafkaGitHub32.9k ★
76.4
open
89simstudioai/simGitHub28.8k ★
76.4
open
90apache/pulsarGitHub15.3k ★
76.4
open
91open-webui/open-webuiGitHub142.2k ★
76.0
open
92helix-editor/helixGitHub45k ★
76.0
open
93tldraw/tldrawGitHub48k ★
75.9
open
94electric-sql/electricGitHub10.2k ★
75.9
open
95yugabyte/yugabyte-dbGitHub10.4k ★
75.7
open
96pmndrs/zustandGitHub58.3k ★
75.5
open

Tracking 284 repos · last updated