How real projects configure their agents

23,702 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
opentiny/webmcp-sdk docs.opentiny.design OpenTiny NEXT-SDKs is a front-end AI and browser automation toolkit. It implements WebMCP 123 Codex, OpenCode 1 2,095 tok
momotech/LinkWork Open-source enterprise AI workforce platform — containerized roles, declarative skills, MC 123 Codex, OpenCode 1 1,632 tok
aikts/yandex-tracker-mcp Yandex Tracker MCP Server with OAuth2 support 123 Claude Code, Codex, OpenCode 13 4,756 tok
joungminsung/OpenDocuments joungminsung.github.io Self-hosted RAG platform for AI document search across GitHub, Notion, Google Drive, local 123 Codex, OpenCode 1 3,109 tok
wez/wiff wezfurlong.org sniff out the wiff in your diff, from the comfort of your terminal. wiff is a terminal-cen 123 Codex, OpenCode 1 568 tok
majiayu000/litellm-rs docs.rs Self-hosted Rust LLM gateway with OpenAI-compatible APIs, load balancing, failover, and a 123 Claude Code, Codex, OpenCode 12 3,619 tok
raiyanyahya/Superlearn Learn anything, deeply from inside Claude Code, Codex or KiloCode 123 Claude Code, Codex, OpenCode 2 383 tok
yangtaihong59/siyuan-plugins-mcp-sisyphus yangtaihong59.github.io A tool for connecting Agents with Siyuan. 123 Claude Code, Codex, OpenCode 8 12,359 tok
closedloop-ai/claude-plugins Open-source Claude Code plugins for multi-agent software delivery. Plan-first SDLC workflo 123 Claude Code, Codex, OpenCode 3 3,307 tok
orziz/odai AI agent general-purpose task governance framework: align goals with facts, plan and orche 123 Codex, OpenCode 1 2,326 tok
praneybehl/llm-wiki-plugin praneybehl.github.io Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sour 123 Codex, OpenCode 1 215 tok
Bevel-Software/Hexis demo.bevel.software Centrally manage AI-agent skills, tools, context, permissions, and identity across your en 123 Codex, OpenCode 1 468 tok
bcefghj/comic-guide-skill Comic-style infographic generator Skill | 10+ anime styles (Doraemon/Naruto/One Piece/Drag 123 Claude Code, Codex, OpenCode 2 279 tok
cloudrift-ai/emmy riftstack.ai Optimized GPU compiler for LLM inference. Choose from a list of optimized recipes or optim 123 Claude Code, Codex, OpenCode 10 8,880 tok
allocnode/oh-my-sage 🛠️ Geek Edition Mi Home Automation AI Agent (SKILL & MCP)—create complex automation rules 123 Claude Code, Codex, OpenCode 2 2,691 tok
iannuttall/source-agents Keep AGENTS.md and CLAUDE.md in sync across your projects. 123 Codex, OpenCode 1 582 tok
tom1030507/OpenNotebookLM Self-hosted alternative to Google's NotebookLM: import PDFs, web pages and YouTube transcr 123 Codex, OpenCode 1 1,612 tok
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
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
ceilf6/FrontAgent marketplace.visualstudio.com Frontend AI coding agent platform with CLI, VS Code extension, desktop app, MCP server, RA 122 Claude Code, Codex, OpenCode 8 2,350 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
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
dhakalnirajan/blender-open-mcp MCP for Blender Using Open Weights Models 122 Codex, OpenCode 1 1,520 tok
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
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
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
quran/quran-mcp mcp.quran.ai 122 Claude Code, Codex, Gemini CLI, OpenCode 5 4,674 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
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
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
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
TimeWarpEngineering/timewarp-nuru Route-based CLI framework for .NET - Nuru means 'light' in Swahili 121 Claude Code, OpenCode 3 —
pproenca/agent-tui TUI automation for AI agents. Control any terminal app from code. 121 Claude Code, Codex, OpenCode 9 1,311 tok
IvanMurzak/Unity-AI-Animation ai-game.dev MCP Tools for Unity Animation — create and edit clips and animators with AI. 121 Codex, OpenCode 1 1,140 tok
felinics/Autofish An AI Agent tool to automate Android devices reliably 121 Codex, OpenCode 1 684 tok