How real projects configure their agents

44,954 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
brandononchain/opentrade The most powerful open-source TradingView AI agent. 50 tools, 15 models (Claude, GPT, Gemi 48 Claude Code 1 3,911 tok
agiletortoise/drafts-mcp-server Model Context Protocol for Drafts 48 Claude Code 1 445 tok
talayash/agentrium agentrium.app Native desktop app for running Claude Code, Codex, Cursor, and Antigravity side by side. T 48 Claude Code, Codex 52 4,827 tok
amiable-dev/llm-council llm-council.dev The LLM Council works together to answer your hardest questions 48 Claude Code 4 13,709 tok
basher83/Zammad-MCP A Model Context Protocol (MCP) server for Zammad integration, enabling AI assistants to in 48 Claude Code, Codex, OpenCode 25 6,259 tok
SShadowS/business-central-mcp MCP server for Microsoft Dynamics 365 Business Central via reverse-engineered WebUI protoc 48 Claude Code 2 15,519 tok
anzy-renlab-ai/pronounce pronounce.renlab.ai 🔊 Hear how developers actually pronounce kubectl, nginx, GIF & 1,900+ tech terms. Sourced 48 Claude Code 1 857 tok
KingJing1/podcast-transcript-txt-skill Turn any podcast source into clean .txt — YouTube, episode webpages, Xiaoyuzhou, Apple Pod 48 Codex, OpenCode 1 644 tok
crewplaneai/crewplane Run reviewable, resumable coding-agent workflows across Claude Code, Codex, Gemini, GitHub 48 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 2,323 tok
curie-eng/curie Open-source, self-hostable platform that turns agents into co-workers. Start with Software 48 Claude Code, Codex, OpenCode 2 12,004 tok
skyf0xx/hedgehog HEDGEHOG codes Cleaner, Faster and with Fewer Tokens. Hedgehog's AI-driven development bui 48 Claude Code, Gemini CLI 6 4,387 tok
dejuknow/md-redline Inline review comments for markdown specs. Built-in MCP server hands feedback directly to 48 Claude Code, Codex, OpenCode 2 45,512 tok
zuke-build/zuke zuke.build 🥷 A code-first, strongly-typed build automation system. 48 Claude Code, Codex, OpenCode 2 10,657 tok
JianhuiWei7/VideoWeaver VideoWeaver: Evaluating and Evolving Skills for Agentic Long Video Generation 48 Claude Code 1 —
pragprogrammer/mcp-ynab budget-lens-vert.vercel.app 48 Claude Code 1 683 tok
Manikantareddy941-hash/-caveman 48 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,408 tok
liangdabiao/claudesdk-amazon-skills-chat skillhub.cn An end-to-end AI assistant for Amazon sellers based on the **Claude Agent SDK**. Integrate 48 Claude Code 55 —
vinvcn/addyosmani-agent-skills-zh This repository is the Simplified Chinese localization of addyosmani/agent-skills. 48 Claude Code, Codex, Gemini CLI, OpenCode 3 2,325 tok
leanprover/lean-beam Claude/Codex skill and local workflow layer for efficient interaction with Lean 4 and Mont 48 Claude Code, Codex, OpenCode 2 1,912 tok
glincker/ableton-skills Claude Skills for Ableton Live producers. Workflows for Claude Code, Cursor, Codex, and Ge 48 Claude Code 1 480 tok
cabbage2000-lab/paper-tutor-skills An academic guidance skill suite for Chinese graduate students and researchers (supporting 48 Claude Code 1 4,581 tok
yerdaulet-damir/awesome-solo-ai yerdaulet-damir.github.io Practical AI guides, coding-agent skills, playbooks and tools for solo builders making pro 48 Claude Code, Codex, OpenCode 2 526 tok
mike-coulbourn/claude-vibes Claude Code plugin for people who describe what they want and let Claude build it: brand i 48 Claude Code 1 2,755 tok
fengkx/beancount-lsp Beancount Language Server Protocol (LSP) implementation run on electron and browser (VSCod 48 Claude Code, Codex, OpenCode 3 2,280 tok
MehranMarxian/OpenLayer mehran-ahmadi.com Free, open-source plugin for Photoshop and ComfyUI, now on Adobe Exchange. Generate, inpai 48 Claude Code 1 2,474 tok
ibm-granite/granite.build Build orchestration for LLM pipelines 48 Claude Code, Codex, OpenCode 12 4,434 tok
supabase-community/supabase-plugin supabase.com Supabase plugin for AI coding assistants 47 Claude Code, Codex, OpenCode 2 1,743 tok
samwalter2949348803-stack/Openclaw-catch-Claude-Code Use social media on your phone to instruct your lobster to use claude code. 47 Claude Code 1 —
wuyutanhongyuxin-cell/SJTU_CLI SJTUer. 47 Claude Code, Codex, OpenCode 2 8,126 tok
RocketChat/Opensource-Contribution-Leaderboard gsoc.rocket.chat Open Source project contributors tracking leaderboard originally built with :heart: in N 47 Codex, Gemini CLI, OpenCode 2 1,895 tok
wisdomgraph/mega-code megacode.ai The Self-evolving AI Coding Infrastructure 47 Codex, OpenCode 1 775 tok
scottfalconer/self-learning-skills Self learning agent skills 47 Codex, OpenCode 1 563 tok
chingswy/1566 Minimalist Agent team management inspired by the Jiajing Emperor, eliminating court meetin 47 Claude Code 15 940 tok
codika-io/clave A macOS desktop app for managing multiple Claude Code sessions 47 Claude Code 1 4,137 tok
mandarwagh9/embedist AI-Native Embedded Development Environment 47 Claude Code, Codex, OpenCode 2 1,680 tok
timothywarner-org/prompt-pro techtrainertim.com Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner c 47 Claude Code, GitHub Copilot 6 1,551 tok
Arkya-AI/claude-additional-models-mcp arkya.ai Reduce Claude Desktop consumption by 10x - Integrate Google's Gemini or Z.ai's GLM-5 (744B 47 Claude Code 1 4,378 tok
mcpc-tech/dev-inspector-mcp AI-powered visual debugging for your React, Vue, Svelte, SolidJS, Preact & Next.js app via 47 Claude Code, Codex 1 —
victoriacity/openakari Autonomous Knowledge Acquisition and Reasearch Intelligence 47 Claude Code 26 4,982 tok
jasonkneen/dario-code 47 Claude Code 1 268 tok
sbischoff-ai/pygase A Python package that contains a high-performance, versatile UDP-based game server, client 47 Codex, OpenCode 1 1,067 tok
btseytlin/ultrapack 47 Claude Code 1 529 tok
intent-integrity-chain/kit Intent Integrity Kit - Closing the intent-to-code chasm 47 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 1,884 tok
caretive-ai/project-careti careti.ai Careti: Your New AI Patner : Adding Cursor's Flexibility to Cline's Transparency 47 Claude Code, Codex, OpenCode 9 4,135 tok
chriskoch/ngx-renamer AI-powered post-consume script for Paperless NGX that generates high-quality, language-awa 47 Codex, OpenCode 1 3,909 tok
openshift/service-ca-operator Controller to mint and manage serving certificates for Kubernetes services 47 Claude Code, Codex, OpenCode 2 2,623 tok
SpillwaveSolutions/agent_rulez Agent Rulz 47 Claude Code, Codex, OpenCode 26 3,680 tok
galsci/pysm pysm3.readthedocs.io PySM 3: Sky emission simulations for Cosmic Microwave Background experiments 47 Codex, OpenCode 1 1,549 tok
M-Pineapple/Claude-Project-Coordinator glama.ai Swift MCP server for any MCP client (Claude, Cursor...). Tracks Xcode projects, detects fr 47 Claude Code, Codex, OpenCode 2 343 tok
hiroro-work/claude-plugins 47 Claude Code, Codex, Gemini CLI, OpenCode 22 2,439 tok