How real projects configure their agents

22,170 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
aayushmau5/eva eva.aayushsahu.com Agent harness in Elixir 6 Codex, OpenCode 1 463 tok
helicerat/llm-wiki-loop An LLM-maintained wiki for work that gets measured. Every claim carries n - the number of 6 Claude Code, Codex, OpenCode 7 1,225 tok
pdone/jset A collection of personal Tampermonkey scripts 6 Codex, OpenCode 1 1,912 tok
qibuliaoming/codex-zh-cn-agent 6 Codex, OpenCode 1 2,444 tok
gokay-ai/sheep Undo for AI coding agents. Every agent turn becomes a restorable checkpoint. 6 Claude Code, Codex, OpenCode 2 5,416 tok
johnthreekay/Ryokan Self-hosted anime PVR inspired by Sonarr 6 Claude Code, Codex, OpenCode 8 27,831 tok
AgentWorkforce/burn The first step to burning less tokens is understanding how many you burn to begin with 6 Claude Code, Codex, OpenCode 2 1,452 tok
unicornops/uptime-kuma-notifier Uptime Kuma macOS menu bar notification app 6 Claude Code, Codex, OpenCode 2 721 tok
selmakcby/jarvis 🦾 Jarvis v1 · OpenClaw + Claude Code'u ortak Markdown vault'la birleştiriyorum. Discord b 6 Claude Code, Codex, OpenCode 2 862 tok
GabrielPower1969/InterviewPreparationSkill 6 Codex, OpenCode 1 171 tok
pwl1987/ai_story Automated generation tools for AI videos, AI anime, AI short dramas, and AI comics. 6 Claude Code, Codex, Gemini CLI, OpenCode 3 7,694 tok
CAREEMER/appflowy-mcp Appflowy HTTP MCP server for Self hosted solution 6 Claude Code, Codex, OpenCode 2 671 tok
Roshan-RB/Autodesk_MCP Custom MCP server built for Autodesk Alias API Documentation 6 Claude Code, Codex, OpenCode 2 624 tok
yolonir/pi-codemcp Typed, sandboxed Code Mode access to configured MCP servers for Pi 6 Codex, OpenCode 1 383 tok
TridentCore/Trident.Net Declarative Minecraft instance and modpack toolchain (.NET core libraries + CLI + MCP Serv 6 Codex, OpenCode 1 739 tok
FlapPearLabs/zhihu-grabber-toolkit Zhihu answer scraper (AGPL) + large-corpus routing and orchestration Skill (MIT). Agent to 6 Codex, OpenCode 1 8,836 tok
EZotoff/ez-omo-config Production-ready OpenCode + Oh-My-OpenCode configuration pack. 7 AI providers, 12 speciali 6 Codex, OpenCode 1 5,653 tok
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
cloud-Xolt/local-repo-mcp Secure local Git repository access for ChatGPT and MCP clients. Read, search, diff, patch, 6 Codex, OpenCode 1 734 tok
Future-CX/AI-Architecture-Toolkit Open-source AI agents, skills, templates, and workflows for software architects and enterp 6 Codex, OpenCode 1 941 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
asiletskyi-pm-evo/grow-product-manager-plugin Claude Cowork plugin for Product Managers. Research, concepts, requirements, task creation 6 Codex, OpenCode 1 1,515 tok
lecopivo/another-houdini-mcp Yet Another Houdini MCP 6 Codex, OpenCode 1 1,052 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
tchivs/aktools-pro 🚀 AkTools Pro: An enhanced financial MCP server. Supports A-shares, U.S. and Hong Kong st 6 Codex, Cursor, OpenCode 2 1,933 tok
kemalyy/edumints-scorm-mcp mcp.edumints.com Open-source MCP server that assembles interactive, SCORM-compliant e-learning courses. Sel 6 Codex, OpenCode 1 2,042 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
mbentham/SqlAugur MCP server providing AI assistants with safe, read-only access to SQL Server databases. AS 6 Codex, OpenCode 1 650 tok
tools-mcp/vessel-traffic-mcp tools-mcp.github.io Read-only MCP server for vessel AIS, ship tracking, schedules, and BYOK maritime providers 6 Codex, OpenCode 1 652 tok
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
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
trueoriginlabs/vibatchium pypi.org Stealth browser automation for AI agents — unattended, headless, N parallel persistent log 6 Codex, OpenCode 1 9,802 tok
timwhitez/AutoRE-CLI Static-only binary analysis CLI and Agent Skill with bounded, evidence-backed output 6 Codex, OpenCode 1 520 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
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
prangishviliAbe/agent-skills Portable, production-grade skills for AI coding agents — web development, security, UI/UX, 6 Codex, OpenCode 1 927 tok
mehdiforoozandeh/crux mehdiforoozandeh.github.io A scientific-method lab notebook your AI agent drives — research as a tree of questions an 6 Codex, OpenCode 1 586 tok
pivoshenko/pivoshenko.ai ai.pivoshenko.dev 🧙‍♂️ pivoshenko's AI workspace 6 Claude Code, Codex, OpenCode 2 1,532 tok
adhi-jp/minecraft-modding-mcp npmjs.com MCP server for AI-assisted Minecraft modding: inspect decompiled source, resolve Mojang/Ya 6 Codex, OpenCode 1 3,032 tok
david-engelmann/maidan david-engelmann.github.io The operating layer for teams of AI agents 6 Claude Code, Codex, OpenCode 2 35,489 tok
yihefeikong-rgb/ai-plc-integration-public Local AI automation workbench for Siemens PLC and industrial-robot R&D: MCP, TIA Portal V2 6 Codex, OpenCode 1 1,653 tok
Kiwunaka/codexRS Native Rust Codex Desktop client for Windows and Linux: tasks, diffs, Git, PTY, Browser, C 6 Codex, OpenCode 1 825 tok
FramY2/ctxwise npmjs.com CtxWise — see and control what Codex loads. Local-first context audit, profiles, drift det 6 Codex, OpenCode 1 144 tok
alanpcf/brasil-data-mcp npmjs.com MCP server providing access to Brazilian public data (CNPJ, CEP, banks, holidays, DDD, ISB 6 Codex, OpenCode 1 4 tok
programasweights/rules-as-programs 6 Codex, OpenCode 1 2,831 tok