How real projects configure their agents

43,533 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
lucky-aeon/AgentX AgentX aims to let beginners build their own Agents through natural language with no barri 841 Claude Code, Codex, OpenCode 9 9,184 tok
golf-mcp/golf golf.dev Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructu 840 Claude Code 1 1,415 tok
suleimanodetoro/skills Agent skills for interface design, React, React Native, and software security. 840 Codex, OpenCode 1 505 tok
zeromicro/go-queue Kafka, Beanstalkd Pub/Sub framework. 840 GitHub Copilot 1 7 tok
jrswab/axe docs.getaxe.dev A lightweight cli for running single-purpose AI agents. Define focused agents in TOML, tri 839 Claude Code, Codex, OpenCode 2 3,130 tok
yayasoumah/pocket-server pocket-agent.xyz An OS for your agents, built for your pocket. 838 Claude Code 1 2,828 tok
llama-farm/llamafarm llamafarm.dev Deploy any AI model, agent, database, RAG, and pipeline locally or remotely in minutes 838 Claude Code, Codex, Cursor, OpenCode 29 5,267 tok
quoroom-ai/room quoroom.ai Open-source earning-focused swarm intelligence engine. Self-governing AI collectives (quee 837 Codex, OpenCode 1 408 tok
TheGreenCedar/codex-autoresearch A codex plugin for running optimization loops inside a codebase. It is useful when you hav 837 Codex, OpenCode 1 2,034 tok
langchain-ai/deep-agents-from-scratch 837 Claude Code 1 909 tok
google/sam sam-mesh.dev SAM 837 Codex, OpenCode 1 1,068 tok
GaoSSR/best-claude-hud Minimal Claude Code statusline HUD powered by Rust. 837 Codex, OpenCode 1 215 tok
joshsymonds/nix-config 836 Claude Code, Codex, OpenCode 3 1,285 tok
xlang-ai/OpenCUA opencua.xlang.ai [NeurIPS 2025 Spotlight] OpenCUA: Open Foundations for Computer-Use Agents 836 Claude Code 1 1,409 tok
disler/super-simple-software-factory youtu.be Repeatable agents-plus-code workflows, packaged as one skill, stamped into any repo. Deter 836 Claude Code 1
opendev-to/opendev Open-Source Coding Agent in the terminal 834 Claude Code, Codex, OpenCode 2 2,436 tok
arcadeai-labs/smithery-cli smithery.ai Install, manage and develop MCP servers and skills for agents 834 Claude Code, Codex, OpenCode 2 508 tok
apify/mcpc npmjs.com A universal CLI client for MCP. mcpc supports persistent sessions, stdio/HTTP, OAuth 2.1, 834 Claude Code 1 12,679 tok
irsdl/webhacklist irsdl.github.io Archive of the Top 10 Web Hacking Techniques - every nominee since 2006, preserved 833 Claude Code, Codex 15 1,727 tok
ZeroZ-lab/cc-design High-fidelity HTML design and prototype guidance skill for AI agents 831 Claude Code 1 283 tok
vercel-labs/ralph-loop-agent ai-sdk.dev Continuous Autonomy for the AI SDK 831 Codex, OpenCode 1 532 tok
yutkat/my-neovim-pluginlist yutkat.github.io My personal list of Neovim plugins 831 Claude Code, Codex, OpenCode 3 1,452 tok
zengwenliang416/ppt-agent 830 Claude Code 2 1,134 tok
utensils/mcp-nixos mcp-nixos.io MCP-NixOS - Model Context Protocol Server for NixOS resources 830 Claude Code, Codex, GitHub Copilot, OpenCode 9 4,315 tok
taracodlabs/aiden aiden.taracod.com Aiden — Autonomous AI agent that operates your computer with prompts: browser control, ter 830 Codex, OpenCode 1 1,664 tok
anthonylee991/gemini-superpowers-antigravity Superpowers for Gemini's Antigravity (like Claude Superpowers) 828 Claude Code, Codex 9
cyberkaida/reverse-engineering-assistant MCP server for reverse engineering tasks in Ghidra 👩‍💻 828 Claude Code, Codex, GitHub Copilot, OpenCode 7 4,764 tok
aymericzip/intlayer intlayer.org Per-component Internationalisation solution for JS application. Type-Safe. Translate with 828 Claude Code, Codex 15 992 tok
cloudflare/mcp mcp.cloudflare.com MCP server for the Cloudflare API 827 Claude Code, Codex, OpenCode 2 3,212 tok
heurist-network/heurist-agent-framework agent.heurist.ai A flexible multi-interface AI agent framework for building agents with reasoning, tool use 826 Claude Code, Codex, OpenCode 2 1,544 tok
tfriedel/claude-office-skills Office document creation and editing skills for Claude Code - PPTX, DOCX, XLSX, and PDF wo 825 Claude Code 1 2,673 tok
THUYRan/Legal-Skills-Chinese 825 Codex, OpenCode 1 1,338 tok
Bennettxai/FounderOS-DEMO thefounderos.com An open-source, single-operator business command center: run a one-person operated company 825 Claude Code, Codex, OpenCode 2 2,682 tok
warpdotdev/oz-skills 824 Claude Code, Codex, OpenCode 16 908 tok
BradGroux/veritas-kanban sstb.ai Lightweight orchestration harness built for your AI agents. The unfiltered truth about whe 824 Claude Code, Codex, OpenCode 2 7,858 tok
AgentWorkforce/relay agentrelay.com Real time communication for agents. Wake on message, channels, DMs and actions. Useful for 822 Claude Code, Codex, Gemini CLI, OpenCode 4 2,090 tok
SpaiR/imgui-java JNI based binding for Dear ImGui 820 Claude Code, Codex, OpenCode 2 3,728 tok
terryso/claude-auto-resume gptkit.eth.limo A shell script utility that automatically resumes Claude CLI tasks when usage limits are l 820 Claude Code 1 784 tok
vercel/next-devtools-mcp npmjs.com Next.js Development for Coding Agent 820 Claude Code 2 1,476 tok
tolibear/goalbuddy goalbuddy.dev A better /goal for Codex and Claude Code 818 Claude Code, Codex, OpenCode 1 628 tok
riba2534/happyclaw happyclaw.cc Self-hosted, multi-user, agent-first Agent workspace 818 Claude Code, Codex, OpenCode 2 5,016 tok
RizRiyz/luvus luvus.dev Mission control for your AI agents 818 Codex, OpenCode 1 5,067 tok
ThinkWatchProject/ThinkWatch thinkwat.ch Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, 814 Claude Code 1 1,011 tok
obie/claude-on-rails A development framework for Ruby on Rails developers using Claude Code, inspired by SuperC 814 Claude Code 1 725 tok
rodydavis/signals.dart dartsignals.dev Reactive programming made simple for Dart and Flutter 814 Claude Code, Codex 10
indranilbanerjee/digital-marketing-pro indranil.in An open-source AI marketing operating system for strategy, SEO, AEO/GEO, paid media, conte 814 Claude Code, Codex, OpenCode 1 2,038 tok
sirkirby/unifi-mcp unifimcp.com MCP servers for the UniFi suite of applications, Network, Protect, Access, and Drive 814 Claude Code, Codex, GitHub Copilot, OpenCode 17 5,968 tok
spylang/spy SPy language 814 Claude Code 1 1,107 tok
groq/openbench openbench.dev Provider-agnostic, open-source evaluation infrastructure for language models 813 Claude Code 3 1,099 tok
openclaw/clawpatch clawpatch.ai Review code. Patch bugs. Land PRs. 813 Claude Code, Codex, OpenCode 3 578 tok