How real projects configure their agents

32,517 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
oksure/openalex-research-mcp MCP server for the OpenAlex API — search 240M+ scholarly works, analyze citations, track r 60 Claude Code 1 2,844 tok
tradermonty/finviz-mcp-server MCP server providing stock screening, fundamental analysis, news, and SEC filing tools pow 60 Claude Code 1 1,652 tok
csml-rpi/AI-CFD-Scientist 60 Claude Code, Codex, OpenCode 2 4,463 tok
ByamB4/find-cve-agent CVE hunting harness for Claude Code - 20 skills, 5-agent team, systematic vulnerability re 60 Claude Code 1 3,971 tok
devifyllc/stitchfy devifyllc.com AI-assisted solution-engineering framework that turns business and technical requirements 60 Claude Code 2 1,335 tok
xg-gh-25/SwarmAI One brain, many hands: a self-evolving Agent OS. Domain knowledge (Brains) drives the work 60 Claude Code, Codex, Kiro, OpenCode 11 25,810 tok
zhanglongxiao111/indesign-cli Agent-native CLI for Adobe InDesign automation — 150 tools, HTML ↔ InDesign conversion, an 60 Claude Code, Codex, OpenCode 18 6,211 tok
thierryc/Glyphs-mcp thierryc.github.io Glyphs app mcp server 60 Claude Code 1 957 tok
camthink-ai/NeoMind NeoMind is a Rust-based edge AI platform that enables autonomous device management and aut 60 Claude Code, Codex, OpenCode 2 9,766 tok
yoichiojima-2/consultant 50+ consulting frameworks used by McKinsey, BCG, Bain, and Accenture — packaged as a Claud 60 Claude Code 1 430 tok
sema-lisp/sema sema-lang.com A Lisp with first-class LLM primitives, implemented in Rust 60 Claude Code, Codex, OpenCode 8 7,706 tok
FerroxLabs/tvcontrol TVControl by Ferrox Labs — TradingView MCP System. AI remote control for TradingView Deskt 60 Claude Code, Codex, OpenCode 2 5,632 tok
MrPunyapal/laravel-auditor mrpunyapal.github.io Evidence-based audit methodology and read-only Laravel context tools for existing AI codin 60 Claude Code, Codex, OpenCode 7 698 tok
norahe0304-art/30x-mckinsey-research-deck norahe0304-art.github.io McKinsey-grade market research decks for Claude Code — adversarially verified numbers, 15 60 Claude Code 1 275 tok
lossless-claude/lcm lossless-claude.com Lossless context management for Claude Code 60 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,516 tok
itsthisjustin/sd-plugins 60 Claude Code 1 —
joshpocock/karpathy-obsidian-vault 60 Claude Code 1 2,077 tok
Stieges/bpmn-generator Enterprise BPMN 2.0 Generator — JSON Logic-Core → ElkJS Layout → OMG-compliant XML + SVG 60 Claude Code, Codex, OpenCode 2 25,506 tok
anthroos/openexp openexp.ai Outsource your understanding. Capture every human-AI decision as a step in a trajectory; g 59 Claude Code 1 784 tok
kylehughes/apple-platform-build-tools-claude-code-plugin Build, test, and archive Swift packages and Xcode projects for Apple platforms with Claude 59 Claude Code 1 690 tok
quixio/klaus-kode-agentic-integrator quix.io Agentic Data Integrator that helps you build production-ready data pipelines so you can co 59 Claude Code 1 —
agentteamhq/agentteam-email agentteam.email Open-source email infrastructure for AI agents. 59 Claude Code, Codex, OpenCode 2 2,172 tok
udecode/plate-template template.platejs.org Minimal Plate template with React 19, Next 16, Tailwind 4, MCP. 59 Claude Code, Codex, OpenCode 3 345 tok
agenticnotetaking/eidos Spec Driven Development - claude code plugin - Sync between intent and implementation 59 Claude Code 1 635 tok
BinaryHB0916/iSparto isparto.dev Open-source cross-provider AI dev team for solopreneurs, built on Claude Code + Codex CLI. 59 Claude Code 1 3,640 tok
Alexander-M-Dickerson/ai-asset-pricing Empirical Asset Pricing Tools 59 Claude Code, Codex, Gemini CLI, OpenCode 56 3,707 tok
elroy-bot/elroy An AI assistant that remembers and sets goals 59 Claude Code, Codex, OpenCode 2 535 tok
algoderiv/agent-skills Claude Code skills for China quant trading 59 Claude Code, Codex, OpenCode 2 804 tok
revfactory/font-harness claude.ai 59 Claude Code 19 871 tok
coleam00/agentic-chat-application-template WIP - agentic chat application template built with TypeScript, Next.js, TailwindCSS, and S 59 Claude Code 1 2,786 tok
yzstory/pomeloclaw An intelligent assistant based on DeepAgentsJS, inspired by OpenClaw's design philosophy. 59 Claude Code, Codex 1 —
olafgeibig/knowledge-mcp A MCP server that is a locally running knowledge base with a hybrid vector and graph RAG e 59 Claude Code, Codex, OpenCode 2 1,515 tok
spacehendrix/clauder > CLAUDER - a safer and supercharged Claude Code 59 Claude Code 22 —
dunialabs/peta-core peta.io The Control Plane for MCP — secure vault, managed runtime, audit trail, and policy-based a 59 Claude Code, Codex, Cursor, OpenCode 3 8,861 tok
AaronZ345/codebase-argus aaronz345.github.io Multi-agent codebase review for PRs, CI, and downstream fork syncs. 59 Claude Code, Codex, OpenCode 2 79 tok
varienos/agentic-workflow Yazilim projenize AI-driven gelistirme workflow'u kuran template sistemi. Bootstrap ile pr 59 Claude Code 3 —
emson/elfmem sELF improving agent memory system 59 Claude Code, Codex, OpenCode 2 4,333 tok
anuragrpatil23/Thinking-Space 59 Claude Code, Codex, OpenCode 2 2,263 tok
lotusfa/IPA-Translator toolbox.lotusfa.com 59 Claude Code 1 2,625 tok
xenosaac/OpenBrowse xenosaac.github.io OpenBrowse is a macOS browser agent that gets things done on the web through autonomous ta 59 Claude Code, Codex 3 —
omnidraw/omnidraw Run your agents in an infinite canvas 59 Claude Code, Codex, OpenCode 2 2,674 tok
takumi0706/google-calendar-mcp Google Calendar MCP server for Claude Desktop integration 59 Claude Code 18 792 tok
no-fluff/awesome-vibe-coding awesome-vibe-coding.com Awesome tools to help you level up—or get started—with vibe coding 59 Claude Code 1 746 tok
doncheli/don-cheli-sdd doncheli.tv Don Cheli — SDD Framework. The most comprehensive Specification-Driven Development framewo 59 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 62 3,547 tok
wotai-dev/woterclip GitHub Issues-backed agent orchestration for Claude Code – a single Claude wears persona h 59 Claude Code 1 1,309 tok
SummerEngine/summer-engine-agent summerengine.com The game engine for AI agents. Give your AI superpowers for game dev + A skills framework 59 Claude Code, Codex, Gemini CLI, OpenCode 3 2,477 tok
AmadeusITGroup/otter amadeusitgroup.github.io The Otter project is a highly modular framework whose goal is to provide a common platform 59 Claude Code, Codex, OpenCode 3 809 tok
ycharfi09/OptiClone Clone any voice locally for free from 10s of speech using LuxTTS! 59 Claude Code 1 601 tok
efdevcon/monorepo devcon.org Main repository for all Devcon-related apps 59 Claude Code 4 557 tok
AtomNotShy/factor_mining A systematic factor-mining system that provides data-driven decision support for quantitat 59 Claude Code, Codex, OpenCode 4 5,962 tok