How real projects configure their agents

23,733 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
alexfrmn/murmur murmurconnect.com Murmur Connect (Murmur) — encrypted agent-to-agent messaging for AI coding agents. Claude 20 Codex, OpenCode 1 810 tok
sandraschi/virtualization-mcp MCP Server and Webapp for VirtualBox, Hyper-V and Windows sandbox. VM operations, network 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,672 tok
javded-itres/Holix holix-agent.ru Helix is ​​a powerful self-learning AI agent with memory, skills, and the ability to recal 20 Codex, OpenCode 1 293 tok
helderberto/agent-skills Helder Berto's 🛠️ Battle-tested software engineering skills for AI coding agents 🤖 20 Claude Code, Codex, OpenCode 2 2,238 tok
mana-am/claude-f-me f.mana.am Control wearable haptics by chatting in Claude Code — MCP plugin, live console, simulator, 20 Codex, OpenCode 1 1,179 tok
BnJam/stac-mcp An MCP Server for STAC requests 20 Codex, GitHub Copilot, OpenCode 2 5,711 tok
pome-sh/digital-twins pome.sh Test mode for your integrations, built for the way agents build 20 Codex, OpenCode 1 2,928 tok
o-1717986918/arcvellum ArcVellum: a local Agent creative platform for long-form novels, screenplays, and pseudo-d 20 Codex, OpenCode 1 810 tok
fixed-width/glass fixedwidth.tech MCP server: build → see → interact → debug loop over native GUI apps 20 Claude Code, Codex, OpenCode 2 2,569 tok
shahlaukik/money-manager-mcp An MCP (Model Context Protocol) server that enables AI assistants to manage personal finan 20 Claude Code, Codex, OpenCode 2 2,196 tok
Muvon/octobrain octomind.run Persistent memory for AI assistants — semantic search, knowledge graph, and MCP server int 20 Codex, OpenCode 1 2,898 tok
dustinblack/agent-dashboard Real-time dashboard for spawning and controlling AI coding agents across multiple hosts. S 20 Claude Code, Codex, Gemini CLI, OpenCode 3 898 tok
jjuanrivvera/canvas-cli canvas-cli.jjuanrivvera.com A powerful command-line interface for Canvas LMS, built with Go. 20 Claude Code, Codex, OpenCode 3 2,828 tok
preslandallan-ui/marketingskills Marketingskills from Corey Haynes 20 Claude Code, Codex, OpenCode 2 2,263 tok
zaplitny/atimelogger-mcp 20 Claude Code, Codex, OpenCode 2 2,787 tok
wyattjoh/herdr-plugin-renamer Renames an auto-generated herdr worktree branch and workspace from the agent's first promp 20 Claude Code, Codex, OpenCode 2 3,035 tok
Lykhoyda/rn-dev-agent lykhoyda.github.io Claude Code | Codex plugin for React Native — explores codebases, designs architecture, im 20 Claude Code, Codex, OpenCode 1 7,952 tok
apinizer/testnizer testnizer.com Free, fully offline cross-platform desktop API client — HTTP, SOAP, gRPC, WebSocket, Graph 20 Codex, OpenCode 1 520 tok
ravinperera/ai-token-efficiency-playbook Drop-in instructions, prompts, and workflows to reduce token usage across Codex, Claude Co 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,452 tok
playpip/pip-web playpip.io Poker without the casino. Texas Hold'em with friends or against AI. Play money only, no ad 20 Claude Code, Codex, OpenCode 3 1,789 tok
lee259/oh-my-claudian community.obsidian.md AI Agents in Obsidian: Claude Code, Codex, Cursor, Grok, OpenCode, Oh My Pi, Pi, and DeepS 20 Codex, OpenCode 1 2,248 tok
ponomr/thinking-toolkit 30 thinking models as one portable agent skill — Claude Code, Codex CLI, OpenClaw, and any 20 Codex, OpenCode 1 455 tok
glslang/windbg-mcp MCP server exposing WinDbg/DbgEng (live user-mode, kernel, crash dumps, Time Travel Debugg 20 Claude Code, Codex, OpenCode 9 1,572 tok
100yenadmin/boardstate 100yenadmin.github.io Your dashboard is data. Any AI can build it; any human can edit it. A protocol + runtime f 20 Claude Code, Codex, OpenCode 3 2,557 tok
chankov/agent-fleet Pi-first multi-agent orchestration for coding agents—dispatcher, resumable fleets, peer me 20 Claude Code, Codex, OpenCode 6 4,893 tok
ouob-tw/LoopAgentTeams Spec-driven multi-agent teamwork for any skills-capable agent (Claude Code, Codex, and mor 20 Claude Code, Codex, OpenCode 2 99 tok
adsorgcn/chanlun-engine-skill ilang.app Have AI perform Chan Theory analysis: automatically draw strokes, segments, and centers, m 20 Codex, OpenCode 1 289 tok
chenmingtang830/proofpress proofpress.dev The judgment layer for agents. Capture consequential judgments and turn hard-won expertise 20 Claude Code, Codex, OpenCode 2 6,095 tok
s-nems/open-northland opennorthland.org A modern, open-source reimplementation of the Cultures game series 20 Claude Code, Codex, OpenCode 2 2,761 tok
Phelan164/codex-howto codex-howto-benchmark.nguyenvantamdk2.chatgpt.site Engineering-first OpenAI Codex guide: 14 modules, 9 installable skills, reproducible bench 20 Codex, OpenCode 1 318 tok
opensymph/open-computer-use A local MCP server that gives AI agents eyes and hands on your desktop — macOS, Windows & 20 Claude Code, Codex, OpenCode 2 605 tok
poliakarmai/bybit-ws t.me AI-Native Trading Engine — Bollinger Grid LONG/SHORT. REST API + MCP for AI agents. 24/7 a 20 Claude Code, Codex, OpenCode 2 3,790 tok
ever-works/directory-web-template ever.works Open-Source Directory Website NextJs Boilerplate (part of Ever® Works™ Platform) - https:/ 20 Claude Code, Codex, GitHub Copilot, OpenCode 3 17,623 tok
oaslananka/kicad-studio-kit oaslananka.github.io VS Code extension for KiCad EDA workflows with schematic/PCB viewers, DRC/ERC, BOM and exp 20 Codex, GitHub Copilot, OpenCode 2 2,876 tok
bekker/qvopenapi-rs Rust wrapper for the QV Open API provided by NH Investment & Securities 20 Codex, OpenCode 1 874 tok
mcginty/blew A cross-platform BLE Central/Peripheral library, focused on P2P applications 20 Claude Code, Codex, OpenCode 2 11,811 tok
FastEndpoints/Documentation fast-endpoints.com Documentation website source code for FastEndpoints. 20 Codex, OpenCode 1 650 tok
Zambav/ComfyUI-Agent-Toolkit 20 Codex, OpenCode 1 1,797 tok
theimaginaryfoundation/what-iff whatiff.chat Self-hostable personal AI assistant 20 Claude Code, Codex, Gemini CLI, OpenCode 14 3,049 tok
guoxiucai/ohos-scrcpy-app Hongjing is a Scrcpy-like screen mirroring and development debugging tool for OpenHarmony 20 Claude Code, Codex, OpenCode 12 5,859 tok
X-School-Academy/skill-pilot ntense.ai 20 Claude Code, Codex, Gemini CLI, OpenCode 16 814 tok
louisbrulenaudet/monorepo-template monorepo.louisbrulenaudet.com A concise, AI native and production-grade starter template for full-stack applications usi 19 Claude Code, Codex, OpenCode 8 4,490 tok
buildkite/skills Official Buildkite skills for Claude Code, Cursor, and other AI coding agents 19 Claude Code, Codex, OpenCode 2 721 tok
Faizalimam990/Startup_builder_pro startup-builder-pro-website.vercel.app AI-powered skill that turns product ideas or existing repositories into secure, tested, pr 19 Claude Code, Codex, OpenCode 2 515 tok
abhishekgahlot2/pi-dsh abhishekgahlot2.github.io Pi coding-agent harness with durable sessions, causal history, reversible components, and 19 Claude Code, Codex, OpenCode 2 1,443 tok
jrb00013/rudycanshoot MCP server + CLI that lets AI assistants take and view screenshots. Auto-installs into Cla 19 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode, Windsurf 7 1,340 tok
2ykwang/cview Local viewer for Claude Code sessions with search, timeline, and export. 19 Claude Code, Codex, OpenCode 4 657 tok
hydroCoderClaud/cc-desktop hdupdate.myseek.fun Hydro Desktop — A native desktop workspace for Claude Code, with project-based agents, Not 19 Claude Code, Codex, OpenCode 3 4,603 tok
bostonaholic/rpikit bostonaholic.github.io A Claude Code plugin implementing the Research-Plan-Implement (RPI) framework for discipli 19 Claude Code, Codex, OpenCode 2 960 tok
openmaster-ai/clawmaster Make OpenClaw usable for everyone — setup, manage, and grow it into a practical digital pe 19 Claude Code, Codex, OpenCode 2 4,304 tok