How real projects configure their agents

32,523 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy x402-deploy.modelcontextprotocol.name Turn any API or MCP server into a paid service with x402 26 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
eigenlegal/counsel-os eigenlegal.com A legal operating system. Primitives-based legal practice tool with 4-layer knowledge syst 26 Claude Code 1 1,701 tok
qiuxchao/content-agent Enter a topic to automatically search for materials, generate WeChat Official Account/Xiao 26 Claude Code 1 756 tok
huanyingtianhe/agents-chat wljytt.japaneast.cloudapp.azure.com An open-source AI agent platform for orchestrating, and collaborating with multiple AI age 26 Claude Code, Codex, GitHub Copilot 5 1,522 tok
jyjeanne/crustly crates.io A blazingly fast, privacy first (work with local LLMs), memory-efficient terminal-based AI 26 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,137 tok
swm-gpu/swm swmgpu.com One CLI to search, provision, and manage cloud GPUs across 10 providers 26 Claude Code, Codex 1 —
pwittchen/spotify-cli-macos A command line interface to Spotify on macOS 26 Claude Code 2 582 tok
ryanlyn/readwise-skill Agent Skill and CLI for Readwise + Reader 26 Claude Code, Codex, OpenCode 2 639 tok
Hulupeep/Specflow Specs that enforce themselves. Turn specs into contracts that can't be broken by helpful L 26 Claude Code 3 3,011 tok
KaminDeng/agent_notifier 26 Claude Code, Codex, OpenCode 2 33 tok
x402agent/solana-clawd solanaclawd.com AI will not become truly useful at global scale until actions become verifiable. Clawd tur 26 Claude Code, GitHub Copilot 2 49 tok
vibesolve/vibesolve vibesolve.ai Convert plain-English problem description into a Timefold solver prototype 26 Claude Code, Codex, OpenCode 2 1,571 tok
remotehumans/riff Talk to your computer hands-free using a smart ring and your voice 26 Claude Code 1 403 tok
qauth-labs/qauth qauth.dev Open-source identity for the agent era: an OAuth 2.1 and OpenID Connect server for apps, M 26 Claude Code, Codex, OpenCode 30 1,944 tok
santosomar/ethical-hacking-agent-skills Ethical Hacking AI Agent Skills 26 Claude Code 1 590 tok
lensapp/openshell-k8s-operator OpenShell Kubernetes Operator 26 Claude Code, Codex, OpenCode 2 832 tok
ProjectLiminality/InterBrain opencollective.com Open-source protocol integrating collective and artificial intelligence — LLM orchestratio 26 Claude Code 14 3,248 tok
trinvh/hexkit hexkit.apps.trinvh.com Fast offline DevUtils alternative with 38+ developer utilities for macOS, Windows, and Lin 26 Claude Code 1 2,814 tok
hoangsonww/PetSwipe-Match-App petswipe.vercel.app 🐻 A Tinder-inspired pet adoption app where you swipe to navigate, “adopt”, or “pass” on s 26 Claude Code, Codex, OpenCode 19 4,524 tok
Netie-AI/OpenHBM An open-source, JEDEC JESD270-4A-compliant HBM4 memory subsystem (controller + PHY-shim + 26 Claude Code, Codex, OpenCode 2 4,670 tok
hellowalt/aeo-radar Open-source Answer Engine Optimization monitor — track your brand visibility on ChatGPT an 26 Claude Code 1 1,181 tok
llimllib/mdriver llimllib.github.io A streaming markdown printer 26 Claude Code 1 3,431 tok
TheNodeAI/obsidian-setup Obsidian Zweites Gehirn — Setup für Claude 26 Claude Code 1 2,338 tok
ryo-ebata/cc-audit crates.io AI-free static security scanner for Claude Code artifacts (Skills, Hooks, MCP configs). De 26 Claude Code 4 —
codeworksh/codework codework.sh AI agent toolkit for coding agents, unified LLM APIs, agentic workflows, tool harness and 26 Claude Code, Codex, OpenCode 2 2,861 tok
dmelo/claude-code-stats 26 Claude Code 1 1,959 tok
lawdroidAI/legal-aid-plugin legalaidplugin.org Open-source Claude for Legal plugin for civil legal aid organizations 26 Claude Code 1 2,769 tok
allcolor/PawFlow-Agents pawflow.allcolor.org PawFlow (Platform for Agentic Workflows) Self-hosted agent runtime for real infrastructure 26 Claude Code, Codex, OpenCode 2 970 tok
managedcode/dotPilot dotpilot.managed-code.com Local-first desktop control plane for AI agents: embedded Orleans host inside the Uno app, 26 Claude Code, Codex, OpenCode 66 9,540 tok
local-falcon/mcp localfalcon.com MCP server for Local Falcon's local SEO and AI visibility platform: geo-grid rank tracking 26 Claude Code 1 9,780 tok
jaimevalasek/aioson AI operating framework for hyper-personalized software. 26 Claude Code, Codex, Gemini CLI, OpenCode 59 1,863 tok
NeoLabs-Systems/NeoAgent neolabs-systems.github.io Self-hosted AI agent for automation, messaging, tools, integrations, and device control. 26 Claude Code, Codex, OpenCode 2 96 tok
StanfordSpezi/SpeziVibe spezivibe.com AI-enabled toolkit for building cross-platform digital health apps 26 Claude Code, Codex, OpenCode 2 594 tok
HaipingXu/social-science-claude-scholar Claude Code configuration for social science research (Economics & Political Science) — 42 26 Claude Code 1 4,489 tok
ml-jku/conglude 26 Claude Code 4 —
chats-is/termory Management for your AI Terminal and Memory. 26 Claude Code 2 31,751 tok
Qson8/wechat-writing-skill The open agent skills tool 26 Claude Code 1 1,492 tok
chrisns/govreposcrape Semantic code search over ~24k UK government repositories using Google Cloud Run and Verte 26 Claude Code 28 —
jacobcwright/open-animate open-animate.com Open Source Creative Suite for Agents 26 Claude Code 1 1,598 tok
jeremyrayner/kb-template portable template for quick start with https://gist.github.com/karpathy/442a6bf555914893e9 26 Claude Code 1 1,390 tok
backbay-labs/hush hushspec.org Portable security rules for the action boundary of AI agents 26 Claude Code 1 1,526 tok
alexgilev/agentic-ui A production-ready Figma design system for building scalable agentic experiences. 26 Claude Code 1 3,186 tok
glassBead-tc/tinder-mcp-server Model Context Protocol server wrapping the Tinder API 26 Claude Code 1 659 tok
bidouilles/mcp-tradingview-server A Model Context Protocol (MCP) server that provides programmatic access to TradingView's t 26 Claude Code 1 2,513 tok
ndoo/fusion360-mcp-bridge Connect Claude Code to Fusion 360 via MCP — read/create/update/delete CAD geometry through 26 Claude Code 1 2,340 tok
Mohd-Mursaleen/android-automation-agent Termux friendly Android Automation skill for you Openclaw 26 Claude Code 1 2,607 tok
Ryu0118/xcstrings-crud ⚡️ CLI and MCP server for token-efficient CRUD operations on xcstrings (String Catalog) fi 26 Claude Code 4 452 tok
berkayoztunc/orquestra orquestra.dev orquestra is a free, open-source platform that instantly converts Solana program IDLs into 26 Claude Code, GitHub Copilot 10 1,321 tok