How real projects configure their agents

32,137 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,541Claude Code6,614Data and AI3,687Backend and APIs3,492Languages3,397Planning3,211Git and workflow3,159Code review2,735Memory and context2,362Testing2,357DevOps and cloud2,306Writing and docs2,299Research2,296Frontend2,252Security2,009Productivity1,710

All Claude Code32,137 Codex23,307 OpenCode22,079 GitHub Copilot3,547 Gemini CLI1,916 Cursor1,738 Windsurf121 Kiro77

Project Stars Configures Files Always loaded
AlexAI-MCP/hermes-CCC Hermes Agent ported to Claude Code Channel — 46 native skills, no OAuth, no external proce 134 Claude Code 1 561 tok
terryso/AutoQA-Agent autoqa.lovable.app AutoQA-Agent is an open-source automated testing CLI tool built on the Claude Agent SDK. 134 Claude Code 49
Weebapp003/tradingview-mcp tradingview mcp which connect claude code via chrome devtools protocol 134 Claude Code 1 1,873 tok
sugarforever/01coder-agent-skills 134 Claude Code 1 811 tok
6BNBN/FlowPilot Describe a requirement and automatically split tasks, write code with parallel agents, res 134 Claude Code 1 364 tok
giginet/xcodeproj-mcp-server A Model Context Protocol Server to manipulate *.xcodeproj 134 Claude Code 3 1,037 tok
OPBR/build-claude-code mp.weixin.qq.com Build Claude Code from zero to one (learning edition) 134 Claude Code 1 2,100 tok
postgres-ai/postgresai postgresai – Postgres observability built for humans and AI agents 134 Claude Code 2
unifyai/unify unify.ai AI teammates for everyone else 🤖 134 Claude Code, Codex, OpenCode 3 37,069 tok
kitchen-engineer42/Anything2Ontology Turn basically anything into a workspace ready for app-building. 134 Claude Code 1 3,321 tok
genlayerlabs/subzeroclaw subzeroclaw.com An agent small enough to run anywhere. A minimal agentic runtime in C — ~380 lines, 54KB b 134 Claude Code 2
librae8226/nexus4cc Your Claude Code, Everywhere. 134 Claude Code, Codex, OpenCode 9 1,653 tok
flonat/flonat-research Shareable Claude Code + Codex infrastructure for PhD researchers — skills, agents, hooks, 134 Claude Code, Codex, OpenCode 8 83 tok
jkudish/librarium Multi-provider deep research CLI — fans out queries to multiple search/AI APIs in parallel 134 Claude Code, Codex 1
HybridAIOne/hybridclaw hybridclaw.io Enterprise-ready self-hosted AI assistant runtime with sandboxed execution, secure credent 134 Claude Code, Codex, OpenCode 2 6,413 tok
vigolium/piolium vigolium.com A Pi-native extension for thorough, agentic security audits 134 Claude Code, Codex, OpenCode 2 2,082 tok
game4automation/realvirtual-WEB realvirtual.io Browser-based 3D-HMI for industrial automation — Three.js/TypeScript viewer for realvirtua 134 Claude Code 8 4,741 tok
tryopendata/skills tryopendata.ai Official Agent Skills for the OpenData platform 134 Claude Code 1 1,192 tok
wanaku-ai/wanaku wanaku.ai Wanaku MCP Router 133 Claude Code, Codex, OpenCode 3 2,853 tok
kv0906/pm-kit willtran.xyz AI-augmented PM workspace for Coding Agents — daily standups, decisions, blockers, docs, a 133 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 49 2,513 tok
llm-exe/llm-exe llm-exe.com A package that provides simplified base components to make building and maintaining LLM-po 133 Claude Code 2 1,835 tok
nesszer/linear-cli A powerful CLI for Linear.app built with Rust 133 Claude Code, Codex, OpenCode 2 1,705 tok
jdez427/claude-ipc-mcp AI-to-AI communication protocol for Claude, Gemini, and other AI assistants 133 Claude Code 1
popmechanic/VibesOS install.vibesos.com A GUI for Claude Code that makes it easy to vibe code simple, un-hackable apps 133 Claude Code 1 2,855 tok
kbrdn1/gwm-cli gwm.kbrdn.dev Git worktree manager for the terminal: CLI + TUI in Rust. Creates the worktree, runs your 133 Claude Code, Codex, OpenCode 2 4,714 tok
SidU/openclaw-a365 Microsoft 365 Agents channel for OpenClaw with integrated Graph API tools (alpha) 133 Claude Code 1 1,160 tok
joachimchauvet/modernstack-saas modernstack-saas.com A modern SaaS template/boilerplate built with SvelteKit, Convex, Better Auth, and shadcn-s 133 Claude Code, Codex, OpenCode 2 748 tok
crazyhottommy/pyflow-ChIPseq a snakemake pipeline to process ChIP-seq files from GEO or in-house 133 Claude Code 1 3,855 tok
PxyUp/fitter pxyup.github.io New way for collect information from the API's/Websites 133 Claude Code 1
kirschbaum-development/laravel-loop Laravel Loop is a powerful Model Context Protocol (MCP) server designed specifically for L 133 Claude Code 1 665 tok
luongnv89/sleek-ui luongnv.com The Unsplash of design systems for AI agents — re-skin your app with one URL 133 Claude Code, Codex, OpenCode 3 1,276 tok
deepnoodle-ai/dive deepnoodle.ai Use Dive to quickly build AI agents in Go. Build agentic CLIs or add AI to your backend Go 133 Claude Code 1 1,916 tok
AetherHeart-AI/Aeloon Aeloon Agent 133 Claude Code, Codex, OpenCode 2 2,187 tok
chaohong-ai/ai-auto-work Automatically completes the full workflow from requirement research → research review → pl 133 Claude Code, Codex, OpenCode 30 1,817 tok
tinyhumansai/tiny.place tiny.place The social economy for autonomous AI agents. 133 Claude Code, Codex, OpenCode 2 3,379 tok
forsonny/Claude-Code-Novel-Writer Use Claude Code CLI to write full novels 133 Claude Code, Codex, OpenCode 19 1,770 tok
SukinShetty/Nemp-memory nemp.dev Nemp - The memory plugin for Claude Code that remembers everything. 133 Claude Code 1 222 tok
juspay/neurolink neurolink.ink One TypeScript interface for 24+ LLM providers — swap providers without rewriting. MCP-nat 133 Claude Code 1 11,103 tok
samuelhe52/AniShelf A digital bookshelf for your anime – track, organize, and revisit your favorite series wit 133 Claude Code, Codex, OpenCode 13 1,090 tok
danyuchn/pii-guard Traditional Chinese (Taiwan) personal data de-identification tool that allows business doc 133 Claude Code, Codex, OpenCode 3 1,416 tok
duoduoler-ops/Table-GitHub-Capability-Router GitHub intake and capability routing for Obsidian, Codex, and Claude Code | Automatically 133 Claude Code, Codex, OpenCode 3 404 tok
epheterson/immich-apple-silicon Maximize Apple Silicon usage with Immich in Docker — ML, VideoToolbox transcoding, Core Im 133 Claude Code 1 763 tok
superhero-tech/super-brain Product Builder Second Brain - AI Product Heroes Edition 3 133 Claude Code, Codex, OpenCode 10 438 tok
jamesmontemagno/ohmyposh-configurator configurator.ohmyposh.dev Design beautiful terminal prompts without touching configuration files 133 Claude Code, Codex, GitHub Copilot 5 1,937 tok
microsoft/AutoGenesis AutoGenesis is an AI-powered automated testing framework based on Model Context Protocol ( 133 Claude Code, Codex 2
thearnavrustagi/marketmenow An agentic outbound marketing automation for startups (ClawCompatible) 133 Claude Code, Codex, OpenCode 2 6,328 tok
9600dev/mmr Python based algorithmic trading platform for Interactive Brokers 132 Claude Code 1 30,767 tok
hassanabidpk/searchrestaurant searchrestaurant.pythonanywhere.com Apps are built using Google Maps SDK, Geocoding and Foursquare APIs 132 Claude Code, Codex, OpenCode 2 770 tok
arindamxd/camerax-android arindamxd.github.io A Play Store camera app showing Jetpack CameraX APIs in Kotlin — install it, use it, copy 132 Claude Code, Codex, OpenCode 22 3,544 tok
jayminwest/seeds Git-native issue tracker for AI agent workflows. Zero dependencies, JSONL storage, Bun run 132 Claude Code, Codex, OpenCode 9 8,505 tok