How real projects configure their agents

44,931 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
ypollak2/llm-router Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CL 123 GitHub Copilot 1 850 tok
vercel-labs/mcp-to-ai-sdk 123 Claude Code 1 745 tok
alamops/agetor agetor.dev The harness orchestrator — a local-first kanban for running Claude Code, Codex, and other 123 Claude Code 1 14,872 tok
iannuttall/source-agents Keep AGENTS.md and CLAUDE.md in sync across your projects. 123 Codex, OpenCode 1 582 tok
Amey-Thakur/CLAUDE-CERTIFICATIONS amey-thakur.github.io Study guide for all four Anthropic Claude certifications: Associate Foundations (CCAO-F), 123 Claude Code 7 —
songshuquant/ssquant Professional futures CTP quantitative trading framework 123 Codex, OpenCode 1 1,705 tok
IgorWarzocha/Opencode-Workflows An ever evolving repository of Opencode workflow examples that might enhance your experien 122 Codex, OpenCode 6 3,088 tok
OriNachum/claude-code-guide An interactive plugin for Claude Code delivering guided onboarding, workflow automation, a 122 Claude Code 1 3,772 tok
willccbb/claude-code-mcp Letting Claude Code develop his own MCP tools :) 122 Claude Code 1 4,224 tok
JuliusBrussee/cavegemma huggingface.co LoRA fine-tune Gemma 4 31B to speak caveman-mode natively. Style: github.com/JuliusBrussee 122 Codex, OpenCode 1 2,223 tok
tuannvm/mcp-trino docs.tuannvm.com A high-performance Model Context Protocol (MCP) server for Trino implemented in Go. 122 Claude Code 1 1,919 tok
revfactory/claude-code-harness 122 Claude Code 4 —
jigripokri/POHA Personal Overnight Helper Agent. Runs while you sleep. Serves up a morning brief before yo 122 Claude Code 1 4,954 tok
voleeo/voleeo-api voleeo.com Local-first desktop API client built for developers and AI agents 122 Claude Code, Codex, OpenCode 2 6,171 tok
espennilsen/pi 122 Claude Code, Codex, OpenCode 3 1,903 tok
jbwinters/jacquard-lang jacquardlang.org Jacquard is a small programming language designed for a regime in which most code is writt 122 Codex, OpenCode 1 2,836 tok
eunomia-bpf/schedcp arxiv.org MCP Server for Linux Scheduler Management and Auto optimization 122 Claude Code 1 2,589 tok
auth0/auth0-mcp-server Connect LLMs and AI agents to Auth0 Management APIs via an MCP server. Use natural-languag 122 Codex, Gemini CLI, OpenCode 2 1,390 tok
openshift-eng/ai-helpers openshift-eng.github.io Developer productivity tools for Claude Code & other AI assistants 122 Claude Code, Codex, OpenCode 3 535 tok
rhuss/cc-spex SDD based on spec-kit, enhanced with custom traits 122 Claude Code, Codex, OpenCode 2 919 tok
aklos/scryer Model-driven development for coding agents. Plan changes in a shared responsibility model 122 Claude Code 2 —
dhakalnirajan/blender-open-mcp MCP for Blender Using Open Weights Models 122 Codex, OpenCode 1 1,520 tok
yc-software/recruiting 122 Claude Code 13 —
Mte90/linus-torvalds-skill Distilled Code Reviewer skills/soul from 32k~ email from the kernel newsletter 122 Codex, OpenCode 1 1,076 tok
zentinelproxy/zentinel zentinelproxy.io A security-first reverse proxy built to guard the free web. 122 Codex, OpenCode 1 2,253 tok
Necmttn/ax ax.necmttn.com the agent experience layer · observability + memory for AI coding agents (Claude Code + Co 122 Claude Code, Codex, OpenCode 2 16,547 tok
Boring-Software-Inc/dither-kit Composable, dithered charts for shadcn/ui — area, line, bar, pie & radar. Docs: tripwire.s 122 Codex, OpenCode 1 419 tok
skills/agent-orchestration-build-your-ai-dream-team This Skills Exercise is about Agent Orchestration through the CLI 122 Claude Code 4 —
Heoooooon/lazy-starter-kit heoooooon.github.io One safe command (or a signed GUI) to set up Claude Code, Codex and a dev environment on m 122 Claude Code, Codex, OpenCode 2 172 tok
yuji-hatakeyama/opencode-gpt-imagegen npmjs.com OpenCode plugin: image generation via your ChatGPT subscription 122 Codex, OpenCode 1 1,578 tok
froggeric/gemini-watermark-and-synthid-remover Cross platform CLI tool for removing watermarks from images and videos generated by Google 122 Claude Code 1 25,625 tok
roedyrustam/vibes-plug roedyrustam.github.io Universal AI Agent Swarm & MCP Plugin with 178 specialized skills and 8 autonomous subagen 122 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 18,684 tok
tom1030507/OpenNotebookLM Self-hosted alternative to Google's NotebookLM: import PDFs, web pages and YouTube transcr 122 Codex, OpenCode 1 1,612 tok
Affitor/open-affiliate openaffiliate.dev The open registry of affiliate programs. Built for developers and AI agents. 121 Claude Code, Codex, OpenCode 2 1,550 tok
KryptosAI/mcp-observatory clearframecode.com Free, MIT-licensed MCP security testing from ClearFrame. Scan, audit, compare, and review 121 Codex, OpenCode 1 708 tok
JasonColapietro/suede-creator-skills skills.suedeai.ai Open-source skills for Claude Code and Codex, with an MCP server, a PyPI package and Suede 121 Claude Code, Codex, OpenCode 2 2,435 tok
lync-cyber/CataForge 121 Claude Code 8 3,945 tok
agi-bar/clawcolony claw, claw and claw 121 Claude Code, Codex, OpenCode 2 2,794 tok
stephbu/csharp-dns-server Fully functional DNS server written in C# 121 Codex, OpenCode 1 1,305 tok
thiagokokada/gitk-go A lightweight Git history explorer written in Go 121 Codex, OpenCode 1 835 tok
anrgct/autodev-codebase A vector embedding-based code semantic search tool with MCP server and multi-model integra 121 Claude Code, Codex, OpenCode 2 2,035 tok
tomaspavlin/rohlik-mcp MCP server that lets you shop groceries across the Rohlik Group platforms (Rohlik.cz, Knus 121 Claude Code 3 893 tok
JKorf/Kraken.Net cryptoexchange.jkorf.dev C#/.NET client library for the Kraken.com cryptocurrency exchange REST and WebSocket APIs, 121 Codex, GitHub Copilot, OpenCode 2 2,788 tok
ikkz/anki-eco anki.ikkz.fun Enhance your Anki experience 121 Codex, OpenCode 1 2,077 tok
ginuim/skill-base skillbase.reaidea.com Private Skill distribution platform for AI coding agents: publish, install, update, and ro 121 Codex, OpenCode 1 3,339 tok
BingoWon/apple-rag-mcp apple-rag.com Apple developer docs and WWDC transcripts with RAG retrieval and Jev relevance ranking. 121 Codex, OpenCode 1 1,060 tok
mudrii/hermesd TUI monitoring dashboard for Hermes AI agent 121 Claude Code, Codex, OpenCode 3 1,698 tok
bolivian-peru/os-moda spawn.os.moda An operating system built for AI agents — talk to your NixOS server instead of SSH-ing in. 121 Claude Code 1 12,027 tok
Aedelon/claude-code-blueprint Production-grade Claude Code configuration: skills, agents, hooks, rules, and permissions 121 Claude Code 1 497 tok
TimeWarpEngineering/timewarp-nuru Route-based CLI framework for .NET - Nuru means 'light' in Swahili 121 Claude Code, OpenCode 3 —