How real projects configure their agents

31,998 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
holaboss-ai/holaboss-apps Holaboss workspace modules — self-contained TanStack Start apps with MCP server and SQLite 6 Claude Code 2 5,732 tok
langedb/grouper-mcp MCP Server for Internet2 Grouper. Allows integration between AI and Grouper 6 Claude Code 1 1,511 tok
dungnotnull/mountain-landslide-early-warning-agent-skill ⛰️🚨 Mountain Landslide Early-Warning & Geotechnical Risk Advisor | Production-grade Claud 6 Claude Code 1 1,405 tok
gmoigneu/grimoire GRIMOIRE (Global Repository and Index for Model Operations, Instructions and Response Engi 6 Claude Code 1 534 tok
OmerLapidot/whatsapp-connector hopala.io Local WhatsApp daemon + wa CLI + Claude skill. Agents read freely; sends require a human-a 6 Claude Code 1
Airmail/airmail-mcp airmailapp.com Model Context Protocol (MCP) server for Airmail. Lets AI assistants manage emails, contact 6 Claude Code, Codex, OpenCode 2 1,399 tok
clenci/arch-advisor Interactive architecture advisor for multi-agent LLM systems — Claude Code plugin that gui 6 Claude Code 1 2,072 tok
windaddict/switchboard-streamdeck movingavg.com A macOS Stream Deck plugin for fast context-switching — live Claude Code keys, Safari tabs 6 Claude Code 1 9,350 tok
agentproto/ts agentproto.sh Open agentic runtime in TypeScript — run any coding agent in the background, check its wor 6 Claude Code, Codex, OpenCode 3 3,660 tok
brainbytes-dev/everything-claude-finance The complete finance, accounting, and economics system for Claude Code — 20 agents, 51 ski 6 Claude Code, Codex, OpenCode 2 2,723 tok
suanova/cubepilot Kubernetes-native AI assistant platform with per-user OpenClaw agents, persistent sessions 6 Claude Code, Codex, OpenCode 2 503 tok
gleanwork/pluginpack Compile one source of agent plugins - skills, commands, hooks, and MCP servers - into the 6 Claude Code 1 1,676 tok
Nokke32/pp-mcp A read-only MCP server that provides filtered account and portfolio data from one or more 6 Claude Code 1 2,885 tok
jenkinsm13/resolve-mcp 6 Claude Code 23 2,227 tok
StormXX/rive-docs-mcp 6 Claude Code 1 1,847 tok
omznc/olx-mcp MCP server za OLX.ba. Pretraga, objavljivanje i upravljanje oglasima iz Claudea 6 Claude Code 1 723 tok
binpash/trai A Claude Code plugin for sandboxing tool calls 6 Claude Code 1 2,387 tok
whichguy/gas_mcp MCP Server for Google Apps Script which allows the ability to auth, read, write, and run p 6 Claude Code 1 3,387 tok
tan-yong-sheng/miniflux-mcp 6 Claude Code 1 861 tok
UseJunior/email-agent-mcp Email connectivity for AI agents — MCP server for Claude Code, Gemini CLI, Cursor, and mor 6 Claude Code, Codex, Gemini CLI, OpenCode 4 872 tok
cesteral/mcp-open-advertising 6 Claude Code, Codex, OpenCode 2 4,847 tok
jezweb/australian-postcodes-mcp FastMCP server for Australian postcodes and suburbs lookup with fuzzy matching 6 Claude Code 1 2,247 tok
cyanheads/eurostat-mcp-server npmjs.com Search and query the Eurostat catalogue — EU economy, demography, trade, health, and NUTS 6 Claude Code, Codex, OpenCode 2 12,010 tok
Redseb/rpgmaker-mz-mcp MCP server for RPG Maker MZ 6 Claude Code 2
assaf/expense expense.labnotes.org Forward a receipt to your inbox and it's filed automatically. 6 Claude Code, Codex, OpenCode 11 6,697 tok
claytono/go-unifi-mcp A Model Context Protocol (MCP) server for UniFi Network Controller, written in Go. 6 Claude Code, Codex, OpenCode 2 1,073 tok
husk-security/husk 6 Claude Code, Codex, OpenCode 3 5,589 tok
sebastienrousseau/rlg doc.rustlogs.com Near-lock-free structured logging for Rust. 10-crate workspace: MCP server (Claude/Cursor/ 6 Claude Code 1 575 tok
BackToCimaCoppi/Praxis A Claude Code skill methodology library for setting rules for AI-driven development: seven 6 Claude Code 1 1,745 tok
johanthoren/jeff A model-native quality control plane for agentic software work. Preserved at 6.7.0; develo 6 Claude Code, Codex, OpenCode 1 1,875 tok
zlatkoc/youtube-summarize MCP server that fetches YouTube video transcripts and optionally summarizes them. 6 Claude Code 1 922 tok
rundesk-ai/rundesk-cli Persistent proactive self-improving AI teammates with memory, skills, and schedules. 6 Claude Code, Codex, OpenCode 2 7,400 tok
regiellis/suno-songwriter-agent-skill regiellis.github.io Agent skill for Suno v5.5-ready songs: hook-first lyrics, style prompts, instrumentals, mu 6 Claude Code 1 1,886 tok
CCDawn/codex-skills skills.sh Chinese-first Codex skill pack for intent alignment, dynamic routing, lightweight developm 6 Claude Code, Codex, OpenCode 2 984 tok
yamadashy/agent-carnet npmjs.com File-based markdown notebook CLI for AI agents — the leather notebook in your jacket pocke 6 Claude Code 1 1,650 tok
scalefocus/skilly scalefocus.com Enterprise-grade, self-hosted registry for governing SKILL.md agent skills, with identity 6 Claude Code 1 3,482 tok
pivoshenko/pivoshenko.ai ai.pivoshenko.dev 🧙‍♂️ pivoshenko's AI workspace 6 Claude Code, Codex, OpenCode 2 1,532 tok
synaptiai/agent-capability-standard Agent Capability Standard is an open specification for composable AI agent capabilities. I 6 Claude Code 1 2,946 tok
asanderson/llm-redact Large Language Model (LLM) information redactor that prevents private information from bei 6 Claude Code 2 16,545 tok
chipweaver/veripower An open-source agent flow from natural language spec through Verilog RTL and UVM verificat 6 Claude Code 4 1,966 tok
PedroMeloOfficial/Youtube-Agent-Matrix A complete YouTube channel operating system for Claude Code — 14 specialized subagents for 6 Claude Code 1 3,960 tok
badchars/wifi-security-mcp-server npmjs.com Full-spectrum wireless security MCP server — WiFi, Bluetooth, RF/SDR, NFC/RFID, Cellular/5 6 Claude Code 1 441 tok
michalstrnadel/AgentBar Approve Claude Code permission prompts right from your menu bar — no terminal switching — 6 Claude Code 1 760 tok
Leonezz/openbaud baud.zhuwenq.cc Turn serial devices into reusable, auditable tools for coding agents — discover, decode, v 6 Claude Code, Codex 1
david-engelmann/maidan david-engelmann.github.io The operating layer for teams of AI agents 6 Claude Code, Codex, OpenCode 2 35,489 tok
OrellBuehler/kerf orellbuehler.github.io AI-assisted video & audio editor — Rust + Tauri, with an MCP server that lets Claude cut a 6 Claude Code 1 20,620 tok
ludengz/awesome-epub-translator-skill AI-powered ePub translator for Claude Code — translate ebooks to any language with automat 6 Claude Code 1 811 tok
ccevans/bobbycode npmjs.com A full SDLC workflow for a solo developer — one person, a whole team of Claude Code agents 6 Claude Code 82 3,719 tok
wonna-fi/saaga 6 Claude Code, Codex, OpenCode 2 420 tok
karak/karak-claude-plugin Claude Code plugin with design documentation skills and specialized agents 6 Claude Code, Codex 2