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
sunglasses-dev/sunglasses sunglasses.dev Open source input firewall for AI agents, beta. A local scanner checks text, code, PDFs, i 7 Claude Code, Codex, OpenCode 2 1,698 tok
rizowski/unraid-docker-folders Claude generated unraid plugin for managing docker 7 Claude Code 1 6,857 tok
atretyak1985/swarmery atretyak1985.github.io Local control plane for Claude Code: see every session, approve permission prompts from on 7 Claude Code 2 2,799 tok
sanity-io/context sanity.io Tools for building AI agents with structured access to Sanity content 7 Claude Code, Codex, OpenCode 2 1,320 tok
MrFixit96/onedrive-mcp-server Minimal, secure MCP server for OneDrive file sharing via Microsoft Graph API 7 Claude Code 1 441 tok
tinhien11/remem-mcp Long-term memory MCP server for AI coding agents. SQLite + FTS5 + vector search, CodeGraph 7 Claude Code, Codex, OpenCode 1 3,501 tok
RosMarinas/Research-Pi Research Pi is a multi-model Agent Runtime for computational research, organized around pr 7 Claude Code, Codex 1
agentprism/agentprism-workflows agentprism.com AgentPrism Workflows — run dynamic agent()/parallel()/pipeline() workflow scripts over any 7 Claude Code, Codex, OpenCode 4 1,710 tok
maddexritter-rgb/vibe-editing Raw footage in, finished captioned vertical clips out — with one command. A Claude Code pl 7 Claude Code 1 838 tok
OpenAnalystInc/10x-Team AI-powered marketing automation toolkit built on Claude Code subagent orchestration. Auton 7 Claude Code 7
JJFromTenex/claude-code-training 7 Claude Code 5 522 tok
full-stack-skills/ddd-skills Domain-Driven Design skills - COLA, microservices, hexagonal, clean 7 Claude Code 1 909 tok
vanssata/jetbrains-claude-subscription Unofficial JetBrains plugin: adds a Claude Subscription (Pro/Max) ACP agent to the AI Assi 7 Claude Code 1 856 tok
matskevich/tg-mcp-guarded dual-plane telegram mcp: read-only analytics + guarded actions with anti-spam and block-ri 7 Claude Code, Codex, OpenCode 2 2,847 tok
shiyi-0x7f/zlib-mcp 7 Claude Code 1 702 tok
Ramsbaby/jarvis-board Real-time AI agent collaboration board — agents post decisions, issues & discussions via R 7 Claude Code, Codex, OpenCode 2 957 tok
borgius/kanban-lite borgius.github.io A kanban board for your codebase. Features stored as markdown. 7 Claude Code, Codex, GitHub Copilot, OpenCode 29 1,590 tok
stellar-experimental/stellar-raven raven.stellar.org Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosyst 7 Claude Code, Codex, OpenCode 10 2,463 tok
wakita181009/vault-mcp 7 Claude Code 1 649 tok
Ithiel-Labs/make-money-30-Day-experiment Research project: autonomous AI agent 30-day revenue challenge 7 Claude Code 1 1,766 tok
alilee/cranelisp Statically typed, jit compiled, pure functional lisp 7 Claude Code, Codex, GitHub Copilot, OpenCode 18 6,595 tok
bybren-llc/rendertrust RenderTrust™ is an open‑source standard Edge-AI Fabric that balances privacy, security, an 7 Claude Code, Codex, Gemini CLI, OpenCode 75 5,888 tok
JacobCoffee/debug-toolbar debug-toolbar.scriptr.dev Debuggability elevated. Debug toolbar for ASGI applications. 7 Claude Code 12 2,236 tok
CiscoDevNet/essentials ciscodevnet.github.io 🔮 Essential packages to build, release, and run great software in the cloud - bots, cards 7 Claude Code, Cursor 3
erlef-cna/varsel Varsel is the software behind the EEF CNA. 7 Claude Code, Codex, OpenCode 2 22,996 tok
navikt/pensjon-etterlatte-saksbehandling Saksbehandlingsløsning for barnepensjon og omstillingsstønad 7 Claude Code, GitHub Copilot 2 3,370 tok
TryGhost/Deploy Shipit plugin that deploys internal Ghost projects to servers over SSH 7 Claude Code, Codex, OpenCode 2 1,307 tok
POWERFULMOVES/PMOVES.AI cataclysmstudios.net PMOVES.AI — Decentralized multi-agent AI platform by Cataclysm Studios Inc. Orchestrators, 7 Claude Code, GitHub Copilot 7 286 tok
supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool 7 Claude Code, Codex, Gemini CLI, OpenCode 3 2,264 tok
hybridlabor-api/bdb-dev-optimized-agent-skills A Curated AI AGENT OS – Optimized agent skills and add-ons like memB, OpenWiki, Heimdall T 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 7 2,961 tok
richlira/claude-code-workshop-gdl-practica Práctica del Claude Code Workshop Guadalajara · Claude Community México · 9 estaciones de 6 Claude Code 6 223 tok
GrillerGeek/idd-framework A process framework for teams building software with AI coding agents. Replaces Epics/Feat 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,506 tok
carboneio/carbone-skill Teaches AI assistants the Carbone Universal Templating Language — so they can design templ 6 Claude Code 1 596 tok
darrenhinde/slidev-ai-presenations 6 Claude Code 1 2,966 tok
rohansx/agidb agidb.dev A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beli 6 Claude Code 20 1,008 tok
JoeXie/remember-me A dual-mode tool providing long-term memory management for Claude Code and other MCP clien 6 Claude Code 1 959 tok
fantay0312/ida-pro-mcp-plus Enhanced IDA Pro MCP Server - multi-instance broker + bulk export for AI analysis 6 Claude Code, Codex, OpenCode 2 2,263 tok
hongbietcode/claude-finance-kit claude-finance-kit.vercel.app Unified interface for stock data, market analytics, technical analysis, batch collection, 6 Claude Code 1 2,209 tok
mcmespinaa/folder-structure-protocol mcmespinaa.github.io Claude skills for evaluating folder architecture and running staged AI workflows, built on 6 Claude Code 1 507 tok
ouranos-labs/pseolint pseolint.dev SpamBrain-proof your pSEO before you publish, audit page relationships, not just pages. AI 6 Claude Code 8
alibaizhanov/densely densely.dev Lossless context compression for LLMs: 2x-8x fewer tokens, byte-exact reconstruction (sha2 6 Claude Code 1 711 tok
SunrisesIllNeverSee/sigrank-app signalaf.com SigRank SignalAF — AI operator evaluation leaderboard. Ranks how efficiently you use AI by 6 Claude Code, Codex, OpenCode 4 3,652 tok
OutlitAI/outlit-sdk docs.outlit.ai Outlit SDK 6 Claude Code, Codex, OpenCode 12 2,543 tok
samihalawa/whatsapp-go-mcp 6 Claude Code 4 833 tok
bobberrisford/affiliatemcp affiliate network MCPs and skills 6 Claude Code, Codex, OpenCode 11 6,026 tok
Shan-Zhu/shuck-file Any file in, Markdown out — read only what matters. 6 Claude Code 1 990 tok
thematteroftime/agentic-md-for-dummies Paper-driven molecular-dynamics framework with an AI skill that turns physics papers into 6 Claude Code 2
austin-starks/nexustrade-ts nexustrade.io Typed TypeScript SDK for NexusTrade portfolio authoring, backtesting, and optimization 6 Claude Code, Codex, OpenCode 2 4,004 tok
richfrem/agent-plugins-skills Agentic OS Control Plane: governed, continuously improving execution for AI coding agents— 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 79,994 tok
jojoprison/mnemo Persistent memory layer for Claude Code and Codex — your Obsidian vault on autopilot. Seve 6 Claude Code, Codex, OpenCode 2 1,018 tok