How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
Endgame-Labs/goated Always-on personal AI assistant built around Claude Code and Codex. 46 Claude Code, Codex, Gemini CLI, OpenCode 3 540 tok
ZM-BAD/headroom Know when your AI is about to forget — browser extension that monitors context window usag 46 Claude Code, Codex, OpenCode 2 6,678 tok
matthewdgreen/decipher An AI-enabled application for cracking ciphers 46 Claude Code, Codex, OpenCode 2 24,526 tok
kridaydave/File-Organizer-MCP This MCP server will organize your files using connections to MCP using clients like Claud 46 Codex, OpenCode 2 8,952 tok
pietz/mcp-web-tools 46 Codex, OpenCode 1 577 tok
cobusgreyling/llm-wiki A compounding knowledge base maintained by LLM agents — inspired by Karpathy's LLM Wiki pa 46 Codex, OpenCode 1 1,811 tok
szaffarano/org-mcp-server MCP server for org-mode and org-roam knowledge base management 46 Claude Code, GitHub Copilot 2 3,250 tok
aeoess/agent-passport-system agent-passport.org Open AI agent governance protocol. Cryptographic identity, delegated authorization that na 46 Claude Code, Codex, OpenCode 2 1,005 tok
ifokeev/telegram-ai-agent Telegram AI Agent: A powerful Python library for creating AI-powered Telegram bots 46 Cursor 1 423 tok
AndreNeves97/brag-document 46 Codex, Cursor, OpenCode 5 1,456 tok
ActiveInferenceInstitute/ActiveInferenceJournal activeinferenceinstitute.github.io Transcripts, metadata, captions, and translations from the Active Inference Institute's vi 46 Codex, OpenCode 1 566 tok
devdavv/unity-ai-workflow AI-first Unity 6.2+ game development workflow — rules, agents, skills, and slash commands 46 Claude Code 3 841 tok
signalridge/dotfiles A modern, reproducible development environment for macOS and Linux using chezmoi + Nix 46 Claude Code, Codex, OpenCode 2 1,240 tok
Keyvanhardani/mythos-research doi.org Outside-in replication of Anthropic's Mythos Preview / Project Glasswing — open-source age 46 Claude Code 1 339 tok
entropy-data/dataproduct-mcp dataproduct-mcp.com A Model Context Protocol (MCP) server for discovering data products and requesting access 46 Claude Code 1 1,237 tok
lincwang123-bot/humanized-social-publisher Agent-friendly local publisher for Xiaohongshu, Douyin and WeChat Channels with multi-acco 46 Codex, OpenCode 1 258 tok
fortunto2/rust-code AI-powered terminal coding agent in Rust — TUI, BAML agent loop, fuzzy search, tmux backgr 46 Claude Code, Codex, OpenCode 2 3,354 tok
nghyane/hands Local Grok tools as MCP for ChatGPT Web. No model. 46 Codex, OpenCode 1 203 tok
holla2040/ThomsonLint 46 Claude Code 2 3,351 tok
Mnehmos/mnehmos.rpg.mcp 46 Claude Code 1 1,190 tok
ndepend/NDepend.MCP.Server ndepend.com A suite of MCP tools that provides in-depth workspace analysis, advanced code inspection, 46 GitHub Copilot 1 1,014 tok
taylorbrook/MAX-MSP_CC_Framework A metaprompting framework for creating and editing MAX patches and externals 46 Claude Code 21 7,707 tok
lhl/realitycheck A framework for rigorous, systematic analysis of claims, sources, predictions, and argumen 46 Claude Code, Codex, OpenCode 3 3,184 tok
slima4/claude-tui slima4.github.io Real-time statusline, live monitor, session analytics, and hooks for Claude Code 46 Claude Code, Codex, OpenCode 2 4,030 tok
ryannli/tiny-roommate A tiny AI pet that lives on your desktop. Every AI wants to make you productive — this one 46 Claude Code, Codex, OpenCode 2 264 tok
sandover/ergo fast, minimal CLI tool for better coding agent planning 46 Claude Code, Codex, OpenCode 2 195 tok
fom-dev/company-in-a-box A complete AI-powered organizational structure: 42 agents, 10 playbooks, one company. 46 Codex, OpenCode 1 1,169 tok
TelivityAI/otaip telivity.app Open Travel AI Platform — domain-specific AI agent orchestration for the travel industry 46 Claude Code 1 5,118 tok
southleft/linkedin-mcp AI-powered LinkedIn analytics, content creation, and engagement automation through MCP 46 Claude Code 1 1,045 tok
anneschuth/claude-threads claude-threads.run Think of it as screen-sharing for AI pair programming, but everyone can type. 46 Claude Code 1 15,139 tok
chyp3r/KACHOW-Teknofest-2026 chyp3r.github.io Teknofest 2026 Doğal Dil Ajanları Yarışması 1. Senaryo kapsamında geliştirilen, kamu sektö 46 Codex, OpenCode 1 2,260 tok
Qiskit/mcp-servers A collection of MCP servers to allow LLMs to use the qiskit,qiskit-ibm-runtime library, q 46 Codex, OpenCode 1 11,715 tok
Cifero74/mcp-apple-music Full Apple Music integration for Claude via MCP — search catalog, manage library & playlis 46 Claude Code 1 1,112 tok
atxp-dev/atxp atxp.ai Give your AI agent a wallet, email, phone number, and instant access to paid MCP tools — w 46 Gemini CLI 1 2,023 tok
gabelul/slopbuster Strips the AI tells out of prose, code, and academic writing. 152 patterns from real AI-vs 46 Claude Code 1 779 tok
Jer-y/copilot-proxy jer-y.github.io Turn GitHub Copilot into an OpenAI/Anthropic-compatible server with Claude Code and Codex 46 Codex, OpenCode 1 2,900 tok
rizukirr/no-vibe Turn your AI coding agent into a tutor. It learns your level and adapts to you 46 Claude Code, Codex, OpenCode 4 2,215 tok
minghinmatthewlam/agent-guards Shared guardrails, skills, and bootstrap scripts for AI coding agents 46 Codex, OpenCode 1 248 tok
luuuc/sense luuuc.github.io MCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI struc 46 Claude Code 4 —
LaGrowthMachine/gtm-system lagrowthmachine.com Open-source Claude skills and an MCP server for Sales and GTM teams: build Sales Navigator 46 Claude Code 1 2,395 tok
shrek-abaper/sap-engineering-skill Atomic SAP ADT CLI and scenario-driven AI skills for ABAP code and business logic analysis 46 Claude Code 1 3,232 tok
actionhero/keryx keryxjs.com Keryx: The Fullstack TypeScript Framework for MCP and APIs 46 Claude Code 10 2,308 tok
sandsaber/Grimoire Local-first AI agents for your Obsidian vault. 46 Claude Code, Codex, OpenCode 2 6,555 tok
nekopunch11/rodya-caijing-studio Professional A-share + Hong Kong stock research Skill: fundamentals, financial reports, va 46 Codex, OpenCode 1 1,489 tok
cabbage2000-lab/textbook-writer-skills A UbD reverse-design-driven teaching material writing skill set, installable in one click 46 Claude Code, Codex, OpenCode 2 5,679 tok
MarcoYou/open-proxy-mcp An MCP server for analyzing disclosures from Korean listed companies, created by a securit 46 Claude Code, Codex, OpenCode 2 1,864 tok
guillermoscript/lms-front preciopana.com Open-source multi-tenant LMS for creators and schools: sell courses on your own subdomain. 46 Claude Code, Codex, OpenCode 58 5,964 tok
klinkdev2026/klayout-klink klinkdev2026.github.io AI-native control plane for KLayout: RPC plugin, Python client, MCP bridge, and routing wo 46 Claude Code 1 3,134 tok
bamboo-nova/meiseki AI Agent Plugin that strips away complex syntax from Japanese documents written by AI and 46 Claude Code 4 —
NeuralNotwerk/cgg Offline multi-language call graph generator in Rust — point at any folder, get a graph. 46 Claude Code 3 21,130 tok