How real projects configure their agents

32,552 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980

All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117

Project Stars Configures Files Always loaded
inematds/timesmkt3 Fábrica de conteúdo de marketing com agentes de IA orquestrados por bot Telegram 16 Claude Code, Codex 2 2,034 tok
haruhisa-enomoto/math-research-harness An agent-ready repository template for mathematical research: scope, literature, evidence, 16 Claude Code, Codex, OpenCode 2 2,864 tok
ateeducacion/moodle-playground ateeducacion.github.io Run Moodle in the browser via WebAssembly PHP 16 Claude Code, Codex, OpenCode 11 3,106 tok
code-yeongyu/codex-rules Codex plugin that injects project rule files into model context through lifecycle hooks. 16 Claude Code, Codex, OpenCode 1 377 tok
Soneso/kmp-stellar-sdk The Kotlin Multiplatform Stellar SDK provides APIs to build transactions and connect to Ho 16 Claude Code, Codex, OpenCode 2 3,673 tok
habib256/pom1 🍎 POM1 — Apple 1 Emulator + SDK 16 Claude Code 1 12,285 tok
aecs4u/rcompare rcompare.aecs4u.com A high-performance, open-source file and directory comparison utility written in Rust. Com 16 Claude Code 1 130 tok
loganhc-09/task-tinder Metacognition-forcing task triage. Swipe through tasks, sprint through what you accept, ca 16 Claude Code 1 410 tok
alfredkzr/aws-iam-identity-center-security-governance-dashboard Open-source governance dashboard for AWS IAM Identity Center. Visualize who has access to 16 Claude Code 1 1,145 tok
TheTom/elm327_obd_for_mac I'm crazy and trying to make a ForScan OBD reader work on my mac. 16 Claude Code 1 4,418 tok
EvolveHQ/docflow docflowhq.com Open-source ADR workflow for coding agents: 14 skills that scaffold and manage Architectur 16 Claude Code, Codex, OpenCode 2 2,021 tok
julienamorgan/signal-prospecting-kit climategrowthadvisors.com Find B2B prospects the moment they're in-market. Six Claude Code skills that detect buying 16 Claude Code 5 —
khromov/codebay Web UI for spinning up isolated devcontainer instances for multiple simultaneous Claude Co 16 Claude Code 1 9,507 tok
zksecurity/zk-skills ZKSecurity's open-source AI-skills for pre-auditing ZK circuits 16 Claude Code 1 136 tok
us-all/android-mcp-server Android MCP server — 75 tools for ADB-based device management, UI automation, logcat, emul 16 Claude Code 1 3,597 tok
maxwell2732/codex-r-empirical-research A Codex R pipeline for reproducible empirical research by 朱晨 | Genetic social science rese 16 Claude Code, Codex, OpenCode 38 4,355 tok
CulaccinoGray/douyin-product-visual-skill A Codex Skill for generating Douyin e-commerce product main images, detail pages, AI image 16 Claude Code, Codex, OpenCode 2 1,396 tok
ChilliCream/agent-skills 16 Claude Code, Codex, OpenCode 2 713 tok
agiletec-inc/cmd-ime Lightweight macOS app for switching input methods with Command keys (Rust + Tauri) 16 Claude Code 1 561 tok
Ceesaxp/gridka Light-weight CSV viewer/manipulator for macOS. 16 Claude Code 1 1,293 tok
Txpple/nwn-mcp MCP server for Neverwinter Nights Enhanced Edition module files 16 Claude Code 11 5,761 tok
Rul1an/assay getassay.dev Open evidence profile for MCP tool actions. Enforce configured tool-call policies and reco 16 Claude Code, Codex, OpenCode 3 7,648 tok
identArk/identark identark.io Python SDK for IdentArk's AgentGateway: AI agents get capabilities, not credentials, with 16 Claude Code 1 1,875 tok
ravisharma46/Leak-Canary-Mcp-Server leak-canary-mcp-server.vercel.app Leak Canary MCP Server 🚀 AI-powered Android leak detection & fixing tool. Collects LeakC 16 Claude Code 1 2,023 tok
dreamrec/TDPilot TDPilot — local TouchDesigner AI copilot with 114 MCP tools, native atomic transactions, v 16 Claude Code, Codex, OpenCode 11 374 tok
3aKHP/prts-mcp MCP Server for Arknights PRTS Wiki and local game data 16 Claude Code, Codex, OpenCode 3 5,252 tok
voidmatcha/ui-clone-skills Motion forensics for the animated web. A Claude Code & Codex plugin that reverse-engineers 16 Claude Code, Codex, OpenCode 2 2,669 tok
VibRev/ida-headless-mcp Rust-native, multi-session headless IDA Pro MCP server with isolated workers and stdio or 16 Claude Code 1 —
BackTrackCo/tenjin-agent tenjin.sh The tool router for coding agents. Tenjin picks the right tool when your agent needs one, 16 Claude Code, Codex, OpenCode 2 73 tok
aplaceforallmystuff/spain-ai-kit MCP servers connecting AI applications to Spanish government open data and legal infrastru 16 Claude Code, Codex, Gemini CLI, OpenCode 3 824 tok
evilstar2016/skill-doctor npmjs.com Local CLI for auditing AI agent skills, conflicts, duplicates, safety risks, and context c 16 Claude Code, Codex, OpenCode 3 1,604 tok
timo-reymann/mealie-mcp-server A Model Context Protocol (MCP) server for Mealie recipe management. Exposes a lot of tools 16 Claude Code 1 500 tok
Justinmendezai/The-Adam-Repo justinmendez.ai Bolt this onto your coding agent and build software 16 Claude Code, Codex, OpenCode 2 2,570 tok
heygen-com/liveavatar-agent-skills A collection of skills to help coding agents onboard to LiveAvatar. 16 Claude Code, Codex, OpenCode 2 1,683 tok
ProductOfAmerica/mcp-server-kicad pypi.org Maintenance mode: security and KiCad compatibility fixes only (see README for why). KiCad 16 Claude Code 1 9,712 tok
LinHao-city/StoryMind linhao-city.github.io 🎬 AI plans your shot list like a director, then generates the film. LLM storyboard planni 16 Claude Code, Codex, GitHub Copilot, OpenCode 81 271 tok
teskor-hub/minimax-h3-skill A Claude Code skill for MiniMax H3 — the open-weight omni-modal video model. Prompt framew 16 Claude Code 1 2,497 tok
mtxr/claude-switch Switch Claude Code and Claude Desktop accounts without logging out. One command, per-direc 16 Claude Code 1 118 tok
viartemev/outlook-ews-mcp Secure MCP server for on-prem Microsoft Exchange (EWS) with tools for email, calendar, con 16 Claude Code, Codex, OpenCode 2 1,078 tok
LinkedInLearning/playwright-ai-automating-tests-with-mcp-copilot-and-chatgpt-7263000 This is a repo for the LinkedIn Learning course: Playwright and AI: Automating Tests with 16 Claude Code, GitHub Copilot 6 712 tok
shenjingnan/haimen Enter through this door, exit through that door. 16 Claude Code, Codex, OpenCode 7 2,038 tok
manganate006/openlmnp openlmnp.fr OpenLMNP — Logiciel open source de comptabilité LMNP (Location Meublée Non Professionnelle 16 Claude Code 1 —
weileyao2005/cnki-deepsearch CNKI DeepSearch — CNKI deep search MCP tool. Intercepts CNKI's internal REST API to retrie 16 Claude Code 1 838 tok
777genius/universal-agent-plugins universal-agent-plugins.com Multi-agent CLI to install, update, repair, and remove Agent Plugins 1.0 and Agent Skills 16 Claude Code, Codex, Gemini CLI, OpenCode 3 1,767 tok
deploymenttheory/windows-mcp-server A MCP server that bridges AI agents to the Windows desktop. UI Automation, synthetic mouse 16 Claude Code 1 8,429 tok
eagerworks/skills A collection of portable agent skills by Eagerworks — install via the skills.sh CLI for Cl 16 Claude Code 1 3,496 tok
kaelig/state-of-ai-in-design-systems state-of-ai-in-design-systems.netlify.app A field survey of how 20 open-source design systems make themselves AI-friendly: MCP serve 16 Claude Code, Codex, OpenCode 10 5,437 tok
claudiocebpaz/vite-react-best-practices hashdog.com Comprehensive React and Vite SPA performance, architecture, and deployment guidelines. Use 16 Claude Code, Codex, OpenCode 2 13,428 tok
nosolosoft/opencode-mcp MCP Server for OpenCode CLI integration - Execute OpenCode commands, manage sessions, and 16 Claude Code, Codex, OpenCode 2 4,288 tok
stellar-experimental/stellar-raven raven.stellar.org Stellar MCP server for AI agents: one authenticated gateway to official docs, live ecosyst 16 Claude Code, Codex, OpenCode 10 2,536 tok