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.

GPT-5 Codex — Reads AGENTS.md before doing any work per OpenAI's Codex docs. Hierarchical (per-directory) AGENTS.md and AGENTS.override.md are first-class.
Leaderboard — page 4 of 12 for GPT-5 Codex
RankRepoStarsScoreExternal link
97langflow-ai/langflowGitHub153.6k ★
82.1
open
98crewAIInc/crewAIGitHub57.5k ★
82.1
open
99apache/sparkGitHub43.9k ★
82.1
open
100ray-project/rayGitHub43.6k ★
82.1
open
101chroma-core/chromaGitHub29.1k ★
82.1
open
102biomejs/biomeGitHub25.6k ★
82.1
open
103risingwavelabs/risingwaveGitHub9.3k ★
82.1
open
104appwrite/appwriteGitHub57.1k ★
82.0
open
105nushell/nushellGitHub40.3k ★
82.0
open
106directus/directusGitHub37.5k ★
82.0
open
107charmbracelet/crushGitHub27.6k ★
82.0
open
108Textualize/textualGitHub37k ★
81.9
open
109google-gemini/gemini-cliGitHub106.6k ★
81.5
open
110ocaml/duneGitHub1.9k ★
81.3
open
111yugabyte/yugabyte-dbGitHub10.5k ★
80.8
open
112h4ckf0r0day/obscuraGitHub22.1k ★
80.7
open
113pytest-dev/pytestGitHub14.4k ★
80.7
open
114privy-io/go-sdkGitHub3 ★
80.7
open
115cline/clineGitHub66.7k ★
80.4
open
116tldraw/tldrawGitHub49.9k ★
80.4
open
117electric-sql/electricGitHub10.3k ★
80.4
open
118MoonshotAI/kimi-codeGitHub7k ★
80.1
open
119ml-explore/mlxGitHub28.1k ★
80.0
open
120guzzle/guzzleGitHub23.5k ★
80.0
open
121MaterializeInc/materializeGitHub6.4k ★
80.0
open
122modelcontextprotocol/serversGitHub89.8k ★
79.7
open
123helix-editor/helixGitHub45.9k ★
79.3
open
124qdrant/qdrantGitHub34.1k ★
79.3
open
125simstudioai/simGitHub29.5k ★
79.3
open
126huggingface/diffusersGitHub34.4k ★
79.2
open
127pmndrs/zustandGitHub58.6k ★
78.9
open
128pandas-dev/pandasGitHub49.5k ★
78.8
open

Tracking 353 repos · last updated