How real projects configure their agents

3,528 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 agents7,473Claude Code6,589Data and AI3,693Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284Frontend2,242Security1,995Productivity1,703

All Claude Code32,066 Codex23,211 OpenCode21,984 GitHub Copilot3,528 Gemini CLI1,908 Cursor1,730 Windsurf104 Kiro70

Project Stars Configures Files Always loaded
daloyjs/daloy daloyjs.dev The first TypeScript REST API framework built for secure AI-assisted services. DaloyJS com 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,867 tok
j4flmao/agent-skills 22 Claude Code, GitHub Copilot, OpenCode 12 1,197 tok
jiaxiantao/cos-design jiaxiantao.github.io A library of 91 React visual effects components: activity pages, lucky draws, fireworks, s 22 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,899 tok
shoootyou/get-shit-done-multi npmjs.com Fork of Get Shit Done (TÂCHES) with multi-CLI support. Spec-driven development workflows f 22 Claude Code, Codex, GitHub Copilot, OpenCode 3 313 tok
teknokomo/universo-platformo-react Implementation of Universo Platformo / Universo MMOOMM / Universo Kiberplano built on Reac 22 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode 89 20,655 tok
yfge/TalkReplay talkreplay.com The only tool that replays Claude, Codex, Cursor, AND Gemini AI coding sessions in one uni 21 Claude Code, GitHub Copilot, Gemini CLI 3 9 tok
martysama0134/m2ui-skill AI coding skill for generating and modifying Metin2 client UI code from screenshots, descr 21 Codex, GitHub Copilot, Gemini CLI, OpenCode 3 3,656 tok
docsector/docsector-reader docsector.com A documentation rendering engine built with Vue 3, Quasar v2 and Vite with AI features. 21 Claude Code, GitHub Copilot 3 94 tok
DearLicy/cursor-studio akucb.com Local-first Windows control center for Cursor: manage AI providers, balances, usage and co 21 GitHub Copilot 1 176 tok
SergeyTeplyakov/BinlogInsights MSBuild binary log analysis tools with MCP server for AI-assisted build investigation 21 GitHub Copilot 2 878 tok
ArthurVardevanyan/HomeLab arthurvardevanyan.com HomeLab Server & Desktop Configuration 21 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,924 tok
JKorf/BingX.Net cryptoexchange.jkorf.dev C#/.NET client library for the BingX.com cryptocurrency exchange REST and WebSocket APIs, 21 Codex, GitHub Copilot, OpenCode 2 2,253 tok
CamiProject/semantic-deer-flow Unofficial DeerFlow downstream for governed SaaS semantic queries and controlled actions 21 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,889 tok
crewrig/crewrig crewrig.org A layered AI assistant configuration with shared skill sandbox and built-in harness engine 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 47 4,874 tok
JKorf/HyperLiquid.Net cryptoexchange.jkorf.dev C#/.NET client library for the HyperLiquid.com decentralized cryptocurrency exchange REST 21 Codex, GitHub Copilot, OpenCode 2 3,413 tok
polarity/app.spectrum.analyzer spectrum.polarity.me Spectrum Analyzer for the Browser 21 Codex, GitHub Copilot, OpenCode 6 1,451 tok
whyisjake/today apps.apple.com RSS Reader with just a touch of AI 21 Claude Code, GitHub Copilot 7 7,538 tok
7oSkaaa/polygon-problems-generator 21 Claude Code, Codex, GitHub Copilot, OpenCode 21 7,991 tok
markolauren/ResponseMCP markolauren.github.io Response MCP server for Agentic SOC 21 GitHub Copilot 1 404 tok
shenjingnan/home-mcp home-mcp.shenjingnan.com Smart home MCP 21 Claude Code, GitHub Copilot 14 4,194 tok
Mirrowel/Mirrobot-agent mirrowel.github.io Production-ready AI GitHub bot powered by OpenCode Automate issue analysis, PR reviews, an 21 GitHub Copilot 2
mosheavni/dotfiles avni.us 😎 21 Claude Code, GitHub Copilot 3 3,043 tok
isartor-ai/Isartor Open-source Prompt Firewall — deflect up to 95% of redundant LLM traffic before it leaves 21 Claude Code, GitHub Copilot 2 3,741 tok
Kurogoma4D/file-search-mcp A specialized Model Context Protocol (MCP) server for full-text search within a filesystem 21 GitHub Copilot 1 1,101 tok
heymegabyte/claude-skills claude.megabyte.space 14-category autonomous product-building OS for 32+ AI coding tools. One-line prompts → dep 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,789 tok
rumi-chan/league-client-mcp Connect Claude, Antigravity to League Client via MCP & Pengu Loader. 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 14,093 tok
thomast1906/github-copilot-skills-terraform Template repository providing specialized GitHub Copilot agents and reusable skills for Te 21 Codex, GitHub Copilot, OpenCode 2 4,676 tok
zitadel/nextgen zitadel-next-docs.vercel.app A Zitadel Preview 21 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 9,606 tok
nirholas/gitpretty 🎨 Add unique emoji commits to every file in a repository 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,072 tok
jaimejaramilloperez/dev-habit This repository follows Milan Jovanović's course Pragmatic REST APIs using the latest ASP. 21 GitHub Copilot 1 427 tok
nirholas/cloud-computing nirholas.github.io 21 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 816 tok
dcelisgarza/PortfolioOptimisers.jl dcelisgarza.github.io Portfolio optimisation library for Julia. Over 50 risk measures (CVaR, EVaR, RLVaR, drawdo 21 Claude Code, Codex, GitHub Copilot, OpenCode 15 17,361 tok
ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero 20 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 5,305 tok
remyxai/outrider studio.remyx.ai Coding-agent harness for continuous contribution — discovers, implements & validates your 20 Claude Code, Codex, GitHub Copilot, OpenCode 10 2,465 tok
hansipie/ecotokens Token optimizer for Claude Code Gemini CLI & Qwen Code — compresses shell outputs via PreT 20 Claude Code, GitHub Copilot 2 2,395 tok
izzzzzi/agent-assh SSH workflow helper for LLM agents 20 Codex, GitHub Copilot, OpenCode 2 1,483 tok
wavyrai/rm-mcp thijsverreck.com MCP server for accessing reMarkable tablet data 20 Claude Code, GitHub Copilot 2 4,661 tok
prospectio-ai/prospectio-api-mcp MCP/API server that helps you to connect to different lead generation app 20 GitHub Copilot 1 506 tok
jamesmontemagno/mcp-badge-creator mcpbadge.dev Add badges for your README to install MCP servers in VS Code & Visual Studio 20 Claude Code, GitHub Copilot 4 4,017 tok
neverinfamous/memory-journal-mcp search.adamic.tech Secure AI Memory with Dynamic Project Detection, Automatic Session Briefing, Personal+Team 20 GitHub Copilot 1 1,495 tok
agent-receipts/obsigna agentreceipts.ai Agent Receipts — cryptographically signed audit trails for AI agent actions. Protocol spec 20 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,369 tok
IvanMurzak/MCP-Plugin-dotnet .NET MCP bridge: expose app methods/data as MCP tools, prompts, and resources via an in-ap 20 Claude Code, GitHub Copilot 4 984 tok
nirholas/pumpfun-claims-bot nirholas.github.io PumpFun GitHub social fee claim monitor — real-time Telegram feed for first-time creator f 20 GitHub Copilot 1 34 tok
10xHub/Agentflow agentflow.10xscale.ai Production-grade framework for building multi-agent AI systems. Graph-based orchestration, 20 Claude Code, GitHub Copilot 3 4,732 tok
nirholas/auto-kill-terminal nirholas.github.io 🤯 Stop AI agents from leaving zombie terminals in GitHub Codespaces & VS Code. Copy-past 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 658 tok
ntppool/monitor monitoring agent for the NTP Pool 20 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,170 tok
pierreb-devkit/Vue weareopensource.me :computer: Vue - Boilerplate Front : Vue 3, Pinia, Vuetify 3, JWT, Jest 20 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
BalajSaleem/criterion criterion.life Quran based intelligence 20 Codex, GitHub Copilot, OpenCode 2 408 tok
hamanpaul/serialwrap UART console tool for AI. 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 12 8,134 tok
affandar/duroxide Durable execution framework for Rust 20 Claude Code, Codex, GitHub Copilot 2 1,874 tok