How real projects configure their agents

43,579 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
contentful/ui-extensions-sdk contentful.com A JavaScript library to develop custom apps for Contentful 131 Claude Code, Codex, OpenCode 2 2,831 tok
NikiforovAll/github-copilot-rules nikiforovall.blog A collection of GitHub Copilot AI customizations and Best Practices 131 GitHub Copilot 4 7,204 tok
AndrewAltimit/template-repo andrewaltimit.github.io Agent orchestration & security template featuring MCP tool building, agent2agent workflows 131 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,140 tok
davidpc007/solana-agent-kit solana ai agent toolkit for modular monorepo with plugin architecture, first-class support 131 Claude Code 1 1,045 tok
disler/beyond-mcp It's time to push beyond MCP Servers... Right? 131 Claude Code 6
victorGPT/vibeusage vibescore-self.vercel.app 131 Claude Code, Codex, OpenCode 5 2,817 tok
mikehostetler/wreckit npmjs.com Wreck it Ralph Wiggum - My code is in danger! 131 Claude Code, Codex, OpenCode 2 2,781 tok
PolymathWizard/BHIL-AI-First-Development-Toolkit A production-grade methodology repository for building AI-native applications using iterat 131 Claude Code, Codex, OpenCode 2 1,721 tok
robzilla1738/skillz-macos robzilla1738.github.io Browse and manage local AI skills, MCP configs, plugins, and agent activity on macOS 14+. 131 Claude Code, Codex, OpenCode 2 10,301 tok
airbytehq/airbyte-agent-sdk airbyte.com 🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems 131 Claude Code 4
zetaalphavector/RAGElo RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using a 131 Claude Code, Codex, GitHub Copilot 3 3,210 tok
kangraemin/claude-inspector Claude Code Prompt Mechanism Visualizer — Electron desktop app 131 Claude Code 13 409 tok
linkerlin/myclaw.net zhichai.net A C#-based clone of OpenClaw! 131 Codex, OpenCode 1 2,502 tok
sveneisenschmidt/n8n-openai-bridge OpenAI-compatible API middleware for n8n workflows. Use your n8n agents and workflows as O 131 Claude Code, Codex, OpenCode 2 2,020 tok
benseverndev-oss/goldenmatch docs.bensevern.dev Zero-config entity resolution feeding a durable identity layer: messy records from any sou 131 Claude Code, Codex, OpenCode 4 6,674 tok
levu304/claude-code-boilerplate Universal coding standards and AI agent configurations for Claude Code projects 131 Claude Code 15 13,209 tok
zabbix-community/helm-zabbix artifacthub.io Helm chart for Zabbix 131 Claude Code, Codex 2 2,065 tok
aospbooks/aosp-internal-book aospbooks.github.io The book introduces the internal of AOSP 131 Claude Code, GitHub Copilot 21 1,852 tok
block/ai-rules Manage AI rules, commands, and skills across multiple coding agents from one place. 131 Claude Code, Codex, OpenCode 2 34 tok
ctxr-dev/llm-wiki-memory Local, git-versioned memory for AI coding agents. No RAG, no Docker, no external service. 131 Claude Code, Codex, OpenCode 6 2,138 tok
manishchaudhary101/kube-argus manishchaudhary101.github.io Real-time Kubernetes dashboard for SREs — live cluster state, drain wizard, YAML editor, j 131 Claude Code 1 2,746 tok
quellant/openscad-mcp A Model Context Protocol (MCP) server for OpenSCAD 3D modeling and rendering 131 Claude Code 1 1,562 tok
affromero/gitpane Multi-repo Git workspace dashboard for the terminal 131 Codex, OpenCode 1 1,381 tok
fran-olivares/usulnet usulnet.com Open-source Docker infrastructure platform. One web UI — containers, security, DNS, VPN, m 131 GitHub Copilot 1 2,716 tok
zifeo/lade Temporary access to secrets, files, and private networks for one command, then gone. Same 131 Claude Code, Codex, Cursor, OpenCode 5 816 tok
HexSleeves/tailscale-mcp server that provides seamless integration with Tailscale's CLI commands and REST API, enab 131 Claude Code, Codex, OpenCode 2 1,298 tok
weidu12123/1Shell 131 Codex, OpenCode 1 132 tok
SametKUM/klustr klustr.dev A native Kubernetes desktop client — nothing in your cluster. Helm, Argo CD, Flux CD, Gate 131 Claude Code, Codex, OpenCode 3 19,320 tok
JimLiu/decode-codex deobfuscate codex app code 131 Claude Code, Codex 2
Narylr350/book-source-creator-skill A Legado reading AI book-source generation Skill that generates and validates reading-sour 131 Codex, OpenCode 1 390 tok
doudou770/flyreq-image-studio image.flyreq.com AI image generation studio (AI Image Generator) and video studio. Supports Agent and studi 131 Codex, OpenCode 1 688 tok
cdesktop-ai/cdesktop cdesktop.ai Open-source Claude Code Desktop alternative. Use any provider/model. Web UI for Claude Cod 131 Claude Code, Codex, OpenCode 2 1,008 tok
UR-SillyB/AirFerry Fully offline optical file transfer: browser-extension sender <-> Android receiver via QR 131 Codex, OpenCode 1 35,089 tok
langchain-ai/langsmith-mcp-server langsmith-mcp-server.vercel.app 131 Claude Code 1 6,401 tok
snchimata/tokenfold Private, provider-neutral context compression for LLMs. Reversibly compress schemas and lo 131 Codex, OpenCode 1 894 tok
agentailor/fullstack-langgraph-nextjs-agent Production-ready Next.js template for building AI agents with LangGraph.js. Features MCP 130 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,467 tok
xenitV1/Antigravity-Workflows 130 Claude Code, Gemini CLI 17 2,676 tok
aberemia24/code-executor-MCP 130 Codex, Gemini CLI, OpenCode 2 2,065 tok
GowayLee/cchooks pypi.org A Python SDK for claude-code hooks 130 Claude Code 1 5 tok
autopkg/dataJAR-recipes datajar.co.uk Elegant and powerful Apple services for business and education. 130 Claude Code, Codex, GitHub Copilot 3 2,198 tok
Menfre01/waveloom A terminal Code Agent customized for DeepSeek prefix caching (pure Go), with a 95–99% cach 130 Claude Code, Codex, OpenCode 1 3,069 tok
SeoNaRu/lexguard-mcp An MCP server that helps the general public easily look up legal information through AI. S 130 Codex, Cursor, OpenCode 2 629 tok
microsoft/fabric-rti-mcp MCP server for Fabric Real-Time Intelligence (https://aka.ms/fabricrti) supporting tools f 130 Claude Code, Codex, GitHub Copilot 2 1,346 tok
litegraphdb/litegraph litegraphdb.com Lightweight graph database with relational, vector, and MCP support, designed to power kno 130 Claude Code 1 1,879 tok
huseyinstif/oculos If it's on the screen, it's an API. Control any desktop app via REST + MCP. Rust. 130 Codex, OpenCode 1 1,678 tok
bernatvadell/muonline 130 Claude Code, Codex, OpenCode 2 6,460 tok
lynx-family/lynx-website lynxjs.org Official Website of the Lynx Family 130 Claude Code, Codex, OpenCode 3 1,998 tok
ljxpython/ai-agent-platform AI agent platform development—using testing as an example, this project builds a practical 130 Claude Code, Codex, OpenCode 8 1,529 tok
sanqiufong/slides-from-anything Turn anything into slides 130 Claude Code, Codex, OpenCode 2 2,522 tok
appautomaton/agent-designer appautomaton.com Portable SKILLs workspace for Claude Code, Codex, and Gemini — issue-driven workflows and 130 Codex, OpenCode 1 199 tok