How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
Lex6won/vibecode-checker A first-line security linter for quickly AI-generated code, checking it against South Kore 9 Claude Code 1
ra3orblade/swarm getswarm.vercel.app Local-first control plane for AI-agent development — watch every Claude Code session live, 9 Claude Code 6 2,906 tok
PollyGlot/google-play-cli gplay.sh gplay: publish to Google Play from CI or a coding agent. One static binary, JSON output th 9 Claude Code, Codex, OpenCode 2 1,065 tok
rvdbreemen/adr-kit Architecture decisions your AI coding agents actually follow. Ranked ADR retrieval and con 9 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,191 tok
ChrystianSchutz/ThreadShelf Local-first archive, semantic search, and continuation for AI conversations across ChatGPT 9 Claude Code, Codex, OpenCode 2 4,650 tok
albertomarturelo/sii TypeScript core + CLI + MCP server to automate routine interactions with Chile's tax autho 9 Claude Code 8 999 tok
bc1xxx/orchestrator-opencode Multi-agent orchestration system for OpenCode 9 Claude Code, OpenCode 16
PacktPublishing/The-Claude-Code-Operating-Model The Claude Code Operating Model, published by Packt 9 Claude Code 1
fslides/fslides fslides.github.io A no-bullshit HTML presentation framework 9 Claude Code 1 483 tok
tomzx/agents A library of composable skills, agents, and conventions that teach agents how to perform r 9 Claude Code, Codex, OpenCode 2 875 tok
pengqianhan/codex-paper-figure-skill 9 Claude Code, Codex 2
Astro-Craft-Theme/8-BitQuest astrocraftthemes.com A retro pixel-art developer portfolio theme for Astro, the web framework. 20 pages, 39 UI 9 Claude Code, Codex, OpenCode 3 2,003 tok
noeltock/prompt-relay Route each coding task to the right model. Works with Claude Code, Codex, or both. 9 Claude Code 1 103 tok
VelkyVenik/missingmcp missingmcp.com MissingMCP — your data, in Claude. OAuth 2.1 gateway hosting the MCP servers Claude is mis 9 Claude Code 1 4,451 tok
chrischall/skylight-mcp Skylight Calendar MCP — read/write family calendar events, chores, rewards, and shared lis 9 Claude Code 1 7,913 tok
khmm12/solidjs-v2-skills Agent skills for SolidJS 2.0 — write, migrate, and review solid-js 2.x code without React/ 9 Claude Code, Codex, OpenCode 2 1,426 tok
gatordevin/avo Open reproduction of NVIDIA's AVO paper (arXiv:2603.24517): evolutionary search where an a 9 Claude Code, Codex, OpenCode 2 1,178 tok
keyfire/elemctl docs.keyfire.ru CLI, MCP server, and library for the documented Console API v2 of 1C:Enterprise.Element (1 9 Claude Code 1 2,660 tok
felipefontoura/spec-driven-development-book felipefontoura.com The definitive guide to Spec-Driven Development: build software with AI agents, from metho 9 Claude Code 1 2,531 tok
Shailesh200/prism prism-website-lime.vercel.app 9 Claude Code, Codex, OpenCode 2 1,085 tok
nweii/agent-stuff A subset of my personal AI skills for Claude and Cursor. 9 Claude Code, Codex, OpenCode 1 1,153 tok
petekp/agent-skills Agent skills for UI development, parameter tuning, and design iteration 9 Claude Code, Codex, OpenCode 2 776 tok
Darkflib/mcp-joplin 9 Claude Code, GitHub Copilot 5 2,375 tok
lucianfialho/build-in-public-mcp MCP server for Build in Public - share your dev journey on Twitter directly from Claude Co 9 Claude Code 1 1,726 tok
bybren-llc/a-safe-pulse Enterprise-grade SAFe automation toolkit: AI-powered Agile Release Train (ART) planning, s 9 Claude Code, Codex, Gemini CLI, OpenCode 19 6,997 tok
ilandahan/AID AID - AI Development process - Complete methodology for AI-assisted full-stack software de 9 Claude Code 3 5,836 tok
eco-emma/emma_envdata Environmental data processing for www.emma.eco 9 Claude Code, GitHub Copilot 12 826 tok
natesmalley/coral_collective The collective intelligence for evolutionary development - AI agents working as a unified 9 Claude Code 11 556 tok
Aledon8/OpenLeukemia openleukemia.com OpenLeukemia is a patient-centered platform for organizing leukemia-related medical data, 9 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,788 tok
teakzc/backpack-plus A modern Roblox backpack alternative 9 Claude Code 4 3,623 tok
CatLabInteractive/catlab-drinks Simple cash register app with support for NFC topup cards. 9 Claude Code, GitHub Copilot 2 7,215 tok
appydave/appydave-tools AppyDave YouTube Automation Tools 9 Claude Code, Codex, OpenCode 8 10,670 tok
PsychQuant/che-apple-mail-mcp Apple Mail MCP server — 53 tools with SQLite-powered millisecond search across 250K+ email 8 Claude Code, Codex, OpenCode 2 1,373 tok
aplaceforallmystuff/mcp-pihole MCP server for Pi-hole v6 API - control DNS blocking from Claude Code 8 Claude Code, Codex, Gemini CLI, OpenCode 4 357 tok
vladmdgolam/agent-skills A collection of skills for AI coding agents 8 Claude Code, Codex, OpenCode 2 749 tok
ALCops/mcp-server nuget.org MCP server that brings ALCops AL code analyzers to AI assistants like Claude and Cursor 8 Claude Code, Codex, OpenCode 3 2,035 tok
MisonL/Ling npmjs.com A Chinese AI Agent template toolkit for Gemini CLI, Antigravity, and Codex, providing one- 8 Claude Code, Codex, OpenCode 69 1,373 tok
patrickdappollonio/claude-plugins My collection of Claude (and other AI's) skills, plugins, MCP servers, and more. 8 Claude Code, Codex, OpenCode 2 3,836 tok
ctsstc/get-shit-done-skills 8 Claude Code 37
leolilley/mailcow_mcp 8 Claude Code 1 1,373 tok
amirdaraee/luxembourg-mcp Keyless MCP access to official Luxembourg public data — 21 tools over 15 public systems, z 8 Claude Code 1 1,843 tok
willem4130/claude-code-skills Development playground and collection of custom skills for Claude Code - extending Claude 8 Claude Code 1 728 tok
Digilac/simap-mcp npmjs.com An MCP (Model Context Protocol) server for interacting with simap.ch, Switzerland's public 8 Claude Code 1 2,031 tok
vladolaru/claude-code-codex-bridge Automatically bridge your local Claude Code setup into Codex so both stay equally effectiv 8 Claude Code, Codex, OpenCode 2 2,842 tok
Chaitanya299/Orient npmjs.com A living map of what you're building: state, decisions, and the why for Claude Code, openc 8 Claude Code 1 257 tok
kunaltulsidasani/claude-reimagined One-command bootstrap for a fully wired Claude Code workstation — installs Claude Code, RT 8 Claude Code 4 433 tok
ontology-of-everything/SemanticSkills skills.sh Ontology & concept design Agent Skills, plus read-only Huawei Cloud FinOps. npx skills add 8 Claude Code 1 563 tok
EthanQC/feishu-user-plugin ethanqc.github.io Feishu MCP server + CLI tool: lets Claude Code/Codex/scripts directly take over your Feish 8 Claude Code, Codex, OpenCode 2 6,712 tok
IvanBBaev/servicenow-mcp-ai ivanbbaev.github.io ServiceNow MCP server — 67 tools over the full REST surface, with plan-and-apply write saf 8 Claude Code, GitHub Copilot 2 890 tok
Dakera-AI/dakera-mcp dakera.ai Self-hosted MCP server for AI agent memory — 14 core tools, profile-based tiering (86+ ava 8 Claude Code 2 248 tok