How real projects configure their agents

23,702 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
IAPro-Community/Orquestrador-Maestro AI agent orchestration kit for Windows, Linux/MacOS with Codex skills, hooks, routing rule 63 Codex, OpenCode 1 635 tok
MGrin/awesome-bb-plugins A curated list of community plugins for bb, the agent IDE — the ecosystem's missing direct 63 Claude Code, Codex, OpenCode 2 872 tok
AbdullahHameedKhan/karpathy-ponytail-skills Karpathy's LLM coding guidelines merged with Ponytail's laziness ladder, think before codi 63 Claude Code, Codex, OpenCode 2 2,217 tok
Muvon/octoweb octoweb.xyz Keyboard-first AI browser for macOS — WebKit + Rust, built-in AI sidebar, isolated workspa 63 Codex, OpenCode 1 6,087 tok
lukabudik/alza-mcp Unofficial Model Context Protocol server for Alza.cz — read-only catalog browser for AI ag 63 Codex, OpenCode 1 215 tok
DeepAgentLabs/mcp-server mcp.deepagentlabs.io Unified MCP server for DeepAgentLabs capabilities, supporting local stdio and authenticate 63 Codex, OpenCode 1 2,691 tok
thumbor/libthumbor Python's extensions to thumbor. These are used to generate safe urls among others. 63 Codex, OpenCode 1 687 tok
pawcoding/astro-loader-pocketbase npmjs.com A content loader for Astro that uses the PocketBase API 63 Codex, OpenCode 1 1,105 tok
ahonn/dotfiles 💎 My vim/neovim, claude code, nix, git, and tmux configuration files 63 Claude Code, Codex, OpenCode 44 376 tok
contentful/contentful-mcp-server MCP (Model Context Protocol) server for the Contentful Management API 62 Codex, OpenCode 1 893 tok
ronikobrosly/RigorLoop A statistically-sound agentic build framework that employs agentic loops to create code ar 62 Claude Code, Codex, OpenCode 2 1,515 tok
DekaPrayoga/AurixAgent haikzs.tech 🤖 Autonomous Multi-Agent AI Workspace in your terminal. Codes, researches, and executes r 62 Codex, OpenCode 1 840 tok
RipeMangoBox/BITE Semi-automated research assistant and local knowledge base for paper analysis, ideation, c 62 Claude Code, Codex, OpenCode 18 675 tok
bepitulaz/obsidian-multivault-mcp Multi-vault and multiuser Obsidian MCP 62 Claude Code, Codex, OpenCode 2 1,412 tok
FavioVazquez/learnship faviovazquez.github.io Learn as you build. Build with intent. Ship real products. Agentic engineering done right. 62 Claude Code, Codex, OpenCode, Windsurf 41 4,697 tok
dgalarza/claude-code-workflows Personal collection of Claude Code workflows 62 Claude Code, Codex, OpenCode 2 1,721 tok
StudyDrift/lextures lextures.com The learning environment that adapts. 62 Claude Code, Codex, OpenCode 13 2,194 tok
ReyemTech/mcp-canada reyemtech.github.io MCP server for Canadian government data — 266 bilingual tools across 9 federal, 7 provinci 62 Claude Code, Codex, OpenCode 2 4,940 tok
appsoftwareltd/vscode-agent-kanban marketplace.visualstudio.com VS Code extension kanban board for agentic AI workflows 62 Codex, OpenCode 1 727 tok
matteing/opal 🔮 A smol coding agent in Elixir 62 Claude Code, Codex, OpenCode 12 206 tok
trade-it-inc/trade-it-mcp tradeit.app Guide to connect to Trade It's MCP server and trade stocks, crypto, and options 62 Codex, OpenCode 1 241 tok
mps-team-cn/Multiple_personality_system_wiki An open knowledge base on multiple selves / multiple consciousness systems (Markdown-drive 62 Codex, OpenCode 1 5,095 tok
MetamusicX/zissa-wiki Zissa Wiki — an LLM-maintained research knowledge base in plain markdown, maintained by an 62 Claude Code, Codex, Gemini CLI, OpenCode 8 4,054 tok
damon-liu/Dji-cloud-api-tool A lightweight debugging tool for DJI Cloud API, supporting multiple Broker configurations, 62 Claude Code, Codex, OpenCode 12 3,688 tok
fabb/WigAI Bitwig Controller Extension that provides an MCP Server for AI Agent control 62 Claude Code, Codex, OpenCode 43 447 tok
motherduckdb/agent-skills Opinionated AI agent skills for building applications with MotherDuck 62 Claude Code, Codex, Gemini CLI, OpenCode 3 4,395 tok
AzureCosmosDB/cosmosdb-agent-kit A collection of skills for AI coding agents working with Azure Cosmos DB. Skills are packa 62 Codex, GitHub Copilot, Gemini CLI, OpenCode 4 2,524 tok
open-agreements/open-agreements openagreements.org Open, primary-source-backed U.S. legal content — practice guides, 50-state surveys, review 62 Codex, OpenCode 1 328 tok
silo-code/silo getsilo.dev Silo — for developers juggling coding agents across many projects. Every workspace alive a 62 Claude Code, Codex, OpenCode 16 5,301 tok
omarshahine/findmy-cli Query Find My friend locations on macOS via UI automation, screenshots, and Vision OCR — s 62 Codex, GitHub Copilot, OpenCode 2 895 tok
rexleimo/aios cli.rexai.top The local-first control plane for long-horizon coding agents: cross-session project memory 62 Claude Code, Codex, Gemini CLI, OpenCode 3 13,405 tok
sympozium-ai/celln Run agents in isolated cells that borrow verified tools instead of rebuilding Linux enviro 62 Codex, OpenCode 1 770 tok
Synthyra/FastPLMs Easy to use and efficient implementations of Protein Language Models 62 Codex, OpenCode 1 3,241 tok
opensearch-project/opensearch-agent-skills A collection of Agent Skills for building search applications and analyzing observability 62 Codex, OpenCode 1 1,274 tok
palewire/datawrapper-mcp A Model Context Protocol (MCP) server and app for creating Datawrapper charts using AI ass 62 Codex, OpenCode 1 1,977 tok
WYRE-AI/autotask-mcp wyre-ai.github.io MCP server for Kaseya Autotask PSA — 39 tools for companies, tickets, projects, time entri 62 Claude Code, Codex, GitHub Copilot, OpenCode 59 24,115 tok
mapbox/mcp-devkit-server Developer-focused Mapbox MCP Server 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,929 tok
AgriciDaniel/dataforseo-brain agricidaniel.github.io A source-cited operating memory for the entire DataForSEO v3 API. 12 modules, ~200+ endpoi 62 Claude Code, Codex, Gemini CLI, OpenCode 3 408 tok
instancez/instancez instancez.ai An LLM-friendly, single-binary, drop-in replacement to Supabase 62 Claude Code, Codex, OpenCode 2 3,459 tok
PCSX2/myMCpp pcsx2.net Open-source PlayStation 2 memory card manager and save editor 62 Claude Code, Codex, Gemini CLI, OpenCode 3 1,597 tok
MrDoe/OpenCodeRAG OpenCodeRAG is a RAG (Retrieval-Augmented Generation) plugin for semantic code search powe 62 Codex, OpenCode 1 8,568 tok
iannuttall/barkeep Manage hidden macOS menu bar items from one place 62 Claude Code, Codex, OpenCode 2 1,603 tok
rohanbeingsocial/candlekit-charts rohanbeingsocial.github.io Tree-shakeable financial charting toolkit over lightweight-charts: candlestick/OHLC/line/a 62 Claude Code, Codex, OpenCode 2 4,825 tok
dubbl-org/dubbl dubbl.dev A full-featured, open-source alternative to Xero and QuickBooks. It is API-first, develope 62 Claude Code, Codex, OpenCode 2 352 tok
vaquarkhan/data-engineering-agent-skills vaquarkhan.github.io Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform prese 62 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,482 tok
clidey/deptrust deptrust is a CLI that checks package versions for known vulnerabilities across npm, PyPI, 62 Claude Code, Codex, OpenCode 3 1,309 tok
ohad6k/VibeRaven viberaven.dev Supabase RLS checker and security scanner for Vercel + Supabase apps (CLI + MCP server): t 62 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 5 6,670 tok
sygnalinc/Apple-Frameworks-for-TouchDesigner Apple's on-device frameworks (Vision, Core ML, RealityKit, SpeechAnalyzer, MLX ...) as nat 62 Claude Code, Codex, OpenCode 3 76 tok
timvw/wt A fast, simple Git worktree helper written in Go 62 Codex, OpenCode 1 2,193 tok
mhernesniemi/hoikka hoikka.dev E-commerce gear for SvelteKit 62 Claude Code, Codex, OpenCode 2 1,542 tok