How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
Cotal-AI/Cotal cotal.ai The open standard for agent coordination 380 Claude Code, Codex, OpenCode 6 5,380 tok
eggbrid2/mobileClaw Open Android AI agent runtime for phone control, app automation, VLM screen reading, skill 379 Codex, OpenCode 1 249 tok
mc3545dada/mspm0-skill MSPM0 + SysConfig Agent Skill for electronics competitions 378 Claude Code, Codex, OpenCode 2 673 tok
dirge-code/dirge Dynamic Intent Resolution Grounding Engine 378 Claude Code, Codex, OpenCode 5 1,233 tok
hechtcarmel/jetbrains-index-mcp-plugin A Jetbrains IDE IntelliJ plugin aimed to provide coding agents the ability to leverage int 378 Claude Code, Codex, OpenCode 2 13,598 tok
autonomous-ai/autonomous-os The open-source operating system for robots — install it and your robot comes alive 378 Claude Code, Codex, OpenCode 2 8,084 tok
codeaashu/free-claude-code Use claude-code for free in the terminal, VSCode extension or via discord like openclaw 378 Claude Code, Codex, OpenCode 2 843 tok
lifemate-ai/embodied-claude An MCP suite that gives Claude a physical presence 377 Claude Code, Codex, OpenCode 20 8,337 tok
vulnersCom/api vulners.com Official Python SDK for the Vulners vulnerability-intelligence API — search CVEs, exploits 377 Claude Code, Codex, OpenCode 2 1,497 tok
Endless1936/book-video A natural-language workflow for creating atmospheric short book videos with AI-generated v 377 Codex, OpenCode 1 4,650 tok
joyfullservice/msaccess-vcs-addin Synchronize your Access Forms, Macros, Modules, Queries, Reports, and more with a version 376 Claude Code, Codex, OpenCode 2 1,780 tok
jlevy/repren Power rename/refactor tool for CLI and agent use 375 Claude Code, Codex, OpenCode 4 407 tok
Wh1isper/mcp-email-server mcp-email-server.wh1isper.top Full-featured, multi-account MCP email server for Windows, macOS, and Linux—read, search, 375 Claude Code, Codex, OpenCode 2 2,507 tok
qqqqqf-q/Arkloop arkloop.io A clean, powerful AI Agent platform that belongs to you 374 Claude Code, Codex, OpenCode 2 4,004 tok
CronusL-1141/AI-company Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 374 Claude Code, Codex, OpenCode 2 5,721 tok
Shopify/rubydex shopify.github.io A high-performance static analysis toolkit for Ruby 374 Claude Code, Codex, GitHub Copilot, OpenCode 4 1,351 tok
meysamhadeli/codai The open source coding agent for your terminal. 373 Codex, OpenCode 1 1,011 tok
prabogo/prabogo prabogo.com Prabogo is a Go framework designed to simplify project development by providing an interac 373 Codex, GitHub Copilot, OpenCode 16 709 tok
Goldentrii/AgentRecall-X Correction-first persistent memory for AI agents. MCP server + SDK + CLI. Compounds across 373 Codex, OpenCode 1 2,047 tok
ryzqi/learn-agent A 20-chapter practical tutorial on Chinese AI Agent architecture, with runnable TypeScript 373 Codex, OpenCode 1 1,917 tok
kubernetes-sigs/cluster-api-provider-openstack cluster-api-openstack.sigs.k8s.io Cluster API implementation for OpenStack 373 Codex, OpenCode 1 2,018 tok
hiboys/ExploreFinance A collection of organized financial knowledge from industry books, Caixin Weekly, cutting- 373 Claude Code, Codex 33 1,618 tok
Far-Se/tabame far-se.github.io Tabame is an alternative to Windows Taskbar. It's Raycast and Powertoys combined. 372 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,747 tok
ben-vargas/ai-sdk-provider-claude-code Vercel AI SDK community provider for Claude Agent SDK 372 Codex, OpenCode 1 585 tok
Asymmetric-al/core asymmetric.al A high-performance, enterprise-grade Next.js 16 application for mission-focused non-profit 371 Claude Code, Codex, GitHub Copilot, OpenCode 6 3,444 tok
nwiizo/tfmcp crates.io 🌍 Terraform Model Context Protocol (MCP) Tool - An experimental CLI tool that enables AI 371 Claude Code, Codex, OpenCode 8 673 tok
oculus-samples/Unity-TheWorldBeyond Presence Platform showcase demonstrating usage of Scene, Passthrough, Interaction, Voice, 371 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 997 tok
K-Dense-AI/science-superpowers k-dense.ai Composable computational-science methodology skills for AI research agents — pre-registrat 371 Claude Code, Codex, Gemini CLI, OpenCode 3 688 tok
akitaonrails/llm-coding-benchmark Simple benchmark to test the most popular open source and commercial LLMs with automated O 371 Claude Code, Codex, OpenCode 3 7,956 tok
programasweights/programasweights-python programasweights.com Python SDK for ProgramAsWeights — compile natural language specs into neural programs that 371 Codex, OpenCode 1 2,888 tok
elixir-lang/elixir-lang.github.com Website for Elixir 370 Codex, OpenCode 1 497 tok
griddynamics/rosetta griddynamics.github.io An instruction layer for AI coding agent 370 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 18 300 tok
kenzok8/openwrt-clashoo A simple, stable, out-of-the-box LuCI proxy application based on mihomo and sing-box 370 Claude Code, Codex 1 —
useagenthq/useagent app.useagent.org The open-source Devin alternative. Run Claude Code, Codex or OpenCode in isolated cloud wo 370 Claude Code, Codex, OpenCode 2 1,902 tok
hookdeck/hookdeck-cli hookdeck.com CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Even 369 Claude Code, Codex, OpenCode 5 9,539 tok
IvanLi-CN/tavily-hikari ivanli-cn.github.io 369 Codex, OpenCode 4 1,811 tok
modelstudioai/cli bailian.console.aliyun.com Official Model Studio CLI(Alibaba Cloud Bailian CLI)built for AI Agent frameworks, exposin 369 Claude Code, Codex, OpenCode 2 3,889 tok
hogeheer499-commits/strix-halo-guide strixhaloguide.com Evidence-backed AMD Strix Halo local-AI setup and benchmarks: Qwen3.8, Ollama, llama.cpp, 369 Codex, OpenCode 1 2,053 tok
vuejs-ai/vue-tui The Vue framework for terminal UIs. SFC & JSX, Yoga flexbox, HMR, and testing out of the b 368 Claude Code, Codex, OpenCode 2 3,551 tok
justrach/kuri kuri.trilok.ai Browser automation, web crawling, and iOS + Android device control for AI agents. Zig-nati 368 Claude Code, Codex, OpenCode 7 2,175 tok
mysticaltech/marketingskills Marketing skills for AI agents (Agent Skills spec). Fork of coreyhaines31/marketingskills 368 Claude Code, Codex, OpenCode 2 1,574 tok
tableau/tableau-mcp tableau.github.io Tableau's official MCP Server. Helping agents see and understand data. 368 Claude Code, Codex, OpenCode 3 5,185 tok
Leon-Drq/openagentskill openagentskill.com The skill layer for AI agents: npm for AI Agent Skills. 368 Codex, OpenCode 1 529 tok
logiscape/mcp-sdk-php Model Context Protocol SDK for PHP 368 Claude Code, Codex, OpenCode 4 3,032 tok
mapbox/mcp-server Mapbox Model Context Protocol (MCP) server 367 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,525 tok
remorses/tuistory TMUX for agents. let agents control & test terminal user interfaces. Like Playwright & age 367 Codex, OpenCode 1 1,946 tok
GeiserX/awesome-spain geiserx.github.io Una selección de software open source que da soporte específico a España 367 Claude Code, Codex, OpenCode 4 4,116 tok
Nanako0129/TokenBar tokenbar.nyanako.com AI token usage & quota monitor for the macOS menu bar — native Swift, Liquid Glass, 3D con 367 Claude Code, Codex, OpenCode 2 763 tok
brycewang-stanford/StatsPAI StatsPAI is the first Agent-native Python library for causal inference and applied econome 367 Claude Code, Codex, OpenCode 2 7,595 tok
Aperivue/medsci-skills aperivue.com Agent Skills for medical research — literature search, reporting-guideline & citation chec 367 Claude Code, Codex, OpenCode 3 1,597 tok