How real projects configure their agents

32,137 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
vogler75/monster-mq monstermq.com MonsterMQ is a MQTT broker built on Vert.X and Hazelcast with data persistence through Pos 142 Claude Code, Codex, OpenCode 7 3,789 tok
zhu1090093659/minister Put Claude Code and Codex into Feishu to give your team an all-purpose colleague. 142 Claude Code 1
Gentleman-Programming/gentleman-architecture-agents 🏗️ Claude Code agents that enforce the Scope Rule architectural pattern for Angular, Next 142 Claude Code 4
AHepi/DeepReason 142 Claude Code 27 12,033 tok
goodfire-ai/param-decomp Parameter Decomposition 142 Claude Code 1 716 tok
iamtouchskyer/memex memra.vercel.app Zettelkasten-based persistent memory for AI coding agents. Works with Claude Code, Cursor, 142 Claude Code, Codex, Cursor, Gemini CLI, OpenCode, Windsurf 5 8,050 tok
rookedsysc/kanvibe Keyboard-first desktop Kanban workspace for AI coding agents with embedded terminals, git 142 Claude Code 2 1,659 tok
docglow/docglow docglow.com Modern documentation site generator for dbt Core — lineage explorer, health scoring, full- 142 Claude Code 1 1,633 tok
GenOrca/unreal-mcp Unreal Engine MCP Server: Control UE5 with Claude & AI Agents. Supports Python and C++ for 142 Claude Code 1 2,258 tok
mrmidi/ASFireWire DriverKit OHCI FireWire Host Controller for macOS 142 Claude Code, Codex, Gemini CLI, OpenCode 3 6,195 tok
baruchiro/paperless-mcp An MCP (Model Context Protocol) server for interacting with a Paperless-NGX API server. Th 142 Claude Code 1 4,543 tok
calebl/ynab-mcp-server Model Context Protocol for YNAB (you need a budget) 141 Claude Code 1 819 tok
NikiforovAll/claude-code-rules nikiforovall.blog Learn practical techniques to enhance your AI-assisted development workflow with Claude Co 141 Claude Code 2 401 tok
ariel-frischer/autospec ariel-frischer.github.io CLI for streamlined spec-driven development 141 Claude Code, Codex, OpenCode 11 5,676 tok
NickCirv/engram The context spine that 10x's every AI coding session. Live in 8 IDEs (Claude Code, Cursor, 141 Claude Code, Cursor 2 1,893 tok
joa23/linear-cli A token-efficient CLI for Linear 141 Claude Code, Codex, OpenCode 8 3,177 tok
agi-inc/claude-web 141 Claude Code 1 2,149 tok
haojing8312/WorkClaw 141 Claude Code, Codex, OpenCode 27 12,441 tok
youngde811/Lisa A production-quality expert-system shell, written in thoroughly modern Common Lisp. 141 Claude Code 1 2,440 tok
ThemeParks/parksapi Backend library to fetch live theme park data 141 Claude Code, GitHub Copilot 2 5,386 tok
foxj77/claudectx Fast way to switch between Claude Code configuration profiles 141 Claude Code 1 1,034 tok
RapidAI/MaClaw maclaw.top A next-generation enterprise and self-evolving intelligent agent platform (GUI/TUI/Service 141 Claude Code, Codex, Kiro 4 4,036 tok
alejandroll10/idea-evaluation-pipeline 8-step pipeline for evaluating PhD research ideas to top-3 finance journal quality. Works 141 Claude Code, Codex, OpenCode 2 1,672 tok
mazrean/kessoku Next-generation google/wire with parallel dependency injection for Go 141 Claude Code, Codex, OpenCode 2 2,025 tok
jolliai/jolliai jolli.ai Jolli Memory automatically turns your AI coding sessions into structured development docum 141 Claude Code, Codex, OpenCode 2 25,790 tok
TradingGoose/TradingGoose-Studio tradinggoose.ai Build your own AI investment system 141 Claude Code, Codex, OpenCode 2 422 tok
chicogong/html-tools tools.realtime-ai.chat 🛠️ 1088+ pure frontend online tools | Single file · Zero build · Offline-ready · Privacy- 141 Claude Code 1 1,118 tok
herald-email/herald-mail-app Herald is a terminal email client and inbox cleanup tool with IMAP, AI-assisted triage, MC 141 Claude Code, Codex, OpenCode 8 10,502 tok
MattDevy/pi-extensions mattdevy.github.io A set of pi-extensions, including pi-continuous-learning that continually improves you pi 141 Claude Code, Codex, OpenCode 2 1,648 tok
Jahrome907/minecraft-agent-skills Minecraft AI agent skills and dual-target plugin bundle for Codex and Claude Code. 141 Claude Code, Codex, OpenCode 14 315 tok
TikiTribe/claude-secure-coding-rules Secure Coding Rules for Claude Code with a particular emphasis on AIML projects 140 Claude Code 1 2,599 tok
DuckCoding-dev/DuckCoding duckcoding.com One-click configuration for DuckCoding AI tools — a cross-platform desktop application sup 140 Claude Code 1 10,677 tok
zhing2006/krew-cli A multi agents meeting CLI. 140 Claude Code, Codex, OpenCode 2 2,151 tok
leox255/loopsy Cross-machine AI agent communication, plus a mobile app to control any terminal on your ma 140 Claude Code, Codex, Gemini CLI, OpenCode 3 4,150 tok
Naituw/AskHuman Human-in-the-loop tool for answering questions from AI agents. 140 Claude Code, Codex, OpenCode 2 897 tok
dna-seq/just-dna-lite lite and fast version of just-dna-seq personalized genomic platform 140 Claude Code, Codex, OpenCode 4 53,517 tok
dynamics365ninja/d365fo-mcp-server Exposes MCP tools that prove every method, field, label and form pattern against your real 140 Claude Code, GitHub Copilot 7 2,316 tok
zjunlp/DataMind zjunlp.github.io [ICLR/AAAI/KDD/EMNLP2026] Open-Source LLM-Based Data Analysis Agents 140 Claude Code 1
ZhangShenao/harness9 zhangshenao.github.io Local-First · Lightweight · Feature-complete · Production-ready general-purpose Agent fram 140 Claude Code, Codex, OpenCode 13 17,844 tok
yomidenzel/BOS Business Operating System — Transforme Claude en COO personnel. 10 skills IA spécialisés p 140 Claude Code 11 6,368 tok
zilliztech/mfs zilliztech.github.io A context harness for AI agents: all your scattered context — code, memory, docs, database 140 Claude Code, Codex, OpenCode 2 1,784 tok
trilwu/secskills trilwu.github.io Transform Claude Code into your personal security engineer 140 Claude Code 2
Netflix-Skunkworks/oci-agent 140 Claude Code 1 143 tok
Taoidle/plan-cascade AI-powered cascading development framework. Decompose complex projects into parallel execu 140 Claude Code 1 1,231 tok
camilleroux/genart-skill Generative art skill for Claude Code — deterministic, hash-seeded, onchain-ready 140 Claude Code, Codex, OpenCode 2 768 tok
allora-network/allora-chain allora.network node of the decentralized oracle network, bridging present and future computation 140 Claude Code, Codex, OpenCode 2 2,748 tok
nfe/client-nodejs nfe.io SDK oficial da NFE.io para Node.js (TypeScript, zero dependências) para emitir NFS-e — not 139 Claude Code, GitHub Copilot 2 2,644 tok
shivasurya/code-pathfinder codepathfinder.dev Static Code Analysis for security teams with Inter file taint analysis. Built for finding 139 Claude Code 1 3,473 tok
ChuprinaDaria/Vibecode-Cleaner-Fartrun Not another AI reviewing AI. Rust-powered code scanner that actually reads your codebase — 139 Claude Code 1 113 tok
DSGWJQ/Feagent 139 Claude Code 18 6,560 tok