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
DataDog/lading A suite of data generation and load testing tools 101 Claude Code, Codex, OpenCode 7 1,777 tok
georgeantonopoulos/Basecamp-MCP-Server MCP server for Basecamp 3 with OAuth, FastMCP, and 75 tools for projects, todos, messages, 101 Claude Code 1 1,662 tok
portel-dev/ncp portel-dev.github.io Natural Context Provider (NCP). Your MCPs, supercharged. Find any tool instantly, load on 101 Claude Code 1 6,870 tok
linuxmatters/jive-vocals linuxmatters.sh Raw microphone recordings into broadcast-ready audio in one command. No configuration, and 101 Claude Code, Codex, OpenCode 2 10,276 tok
vmihalis/hacker-bob hackerbob.ai A local MCP runtime that attacks what you own and only reports what it proved. 17 CVEs acr 101 Claude Code, Codex, OpenCode 36 1,942 tok
bglgwyng/zat CLI code outline viewer 101 Claude Code 1 727 tok
aspenkit/aspens npmjs.com Your CLAUDE.md stopped working at 200 lines. Generate scoped skill files from your import 101 Claude Code, Codex, GitHub Copilot, OpenCode 34 3,436 tok
conorluddy/xc-mcp deepwiki.com XCode CLI & Simulator MCP. Progressive disclosure of tool responses reduces context and to 101 Claude Code, Codex, OpenCode 2 3,146 tok
ingo-eichhorst/Irrlicht Claude Code session lights in your macOS menu bar — 🟣 🟠 🟢 ✦ 101 Claude Code, Codex, OpenCode 19 4,154 tok
FlorianBruniaux/ccboard ccboard.bruniaux.com Monitor Claude Code sessions, costs, config, hooks, agents & MCP servers from a single Rus 101 Claude Code 32 5,316 tok
Happenmass/omux Orchestrate AI coding agents (Claude Code, Codex) as parallel subagents over tmux — a loop 101 Claude Code, Codex, OpenCode 10 6,065 tok
2389-research/claude-plugins 2389.ai 28 plugins and MCP servers for Claude Code — TDD, multi-agent orchestration, iterative ref 101 Claude Code 1 2,858 tok
ShipWithAI/claude-code-mastery course.shipwithai.io The most comprehensive free Claude Code course — 16 phases, 55 modules, EN + VI 🚀 101 Claude Code 4 4,868 tok
iPlug3/audio-plugin-dev-skills Claude Code marketplace for audio plugin development skills. 101 Claude Code 1 488 tok
flupkede/codesearch Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree- 101 Claude Code 1 —
tronghieu/agent-skills skills.sh Method-driven agent skills for knowledge work: strategy, research, critical thinking, data 101 Claude Code, Codex, OpenCode 2 1,456 tok
spica-engine/spica spicaengine.com Spica is a development engine to build fast & efficient applications. 101 Claude Code, GitHub Copilot 20 10,975 tok
fabkury/p3a makapix.club Pixel art player built on ESP32-P4 101 Claude Code, Codex, OpenCode 2 4,553 tok
r-lib/log4r log4r.r-lib.org A fast & lightweight approach to logging in R based on the widely-emulated Apache Log4j pr 101 Claude Code, Codex, OpenCode 2 1,253 tok
WingedGuardian/GENesis-AGI discord.com 'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ to 100 Claude Code, Codex, OpenCode 53 24,238 tok
harukiseller-droid/commerce-agent-bench commerce-agent-bench 100 Claude Code, Codex, OpenCode 10 493 tok
jayminwest/kotadb kotadb.io Local-only code intelligence API for AI developer workflows (Bun + TypeScript + SQLite) 100 Claude Code 28 1,180 tok
Minh-Tam-Solution/AncestorTree ancestortree.info Phần mềm quản lý gia phả điện tử giúp gìn giữ và truyền thừa thông tin dòng họ qua các thế 100 Claude Code 1 6,860 tok
jameesy/foundry-vault An agentic Obsidian vault: you curate, the agent compiles. 100 Claude Code 5 2,072 tok
maikotrindade/mobile-tester-agent maikotrindade.com AI-powered test automation tool which allows developers to run mobile automated tests 100 Claude Code 1 1,635 tok
voidhashcom/lensflare lensflare.vercel.app 100 Claude Code, Codex, OpenCode 4 241 tok
yuvalsuede/memory-mcp Persistent memory for Claude Code — never lose context between sessions 100 Claude Code 1 866 tok
OpenGradient/OpenGradient-SDK pypi.org Python SDK for using verifiable AI inference on OpenGradient 100 Claude Code 1 1,311 tok
hiddenswitch/Spellsource hiddenswitch.com A multiplayer card battle engine 100 Claude Code 1 762 tok
disler/live-bench Live benchmarking platform — FastAPI + click CLI + Vue 3 frontend with real-time SSE bar c 100 Claude Code 7 497 tok
kayba-ai/Kyoko kayba-ai.com 🔨 Kyoko is the all-in-one, fully local tool for debugging and improving your AI agents. 100 Claude Code 1 1,165 tok
joelreymont/pz Minimal pi coding-agent re-implementation in Zig 100 Claude Code, Codex, OpenCode 6 1,186 tok
caspii/dinkydash dinkydash.co The digital family calendar for screens you already own — a TV, an old tablet, or a Raspbe 100 Claude Code 1 7,933 tok
rgarcia/ynab-mcp-server YNAB MCP server with custom skills 100 Claude Code, Codex 1 —
8enSmith/mcp-open-library A Model Context Protocol (MCP) server for the Internet Archive's Open Library API that ena 100 Claude Code 1 2,654 tok
cyanheads/clinicaltrialsgov-mcp-server npmjs.com Search ClinicalTrials.gov trials, retrieve study details and results, and match patients t 100 Claude Code, Codex, OpenCode 2 17,432 tok
accessd/tmux-agent-indicator Tmux plugin that gives visual feedback for AI agent states (running/needs-input/done). Sup 100 Claude Code, Codex, OpenCode 2 554 tok
ndom91/open-plan-annotator Local-first agent plan annotator 100 Claude Code, Codex, OpenCode 2 2,425 tok
DingyangLyu/MatClaw MatClaw: an open materials-science agent that turns natural-language tasks into reproducib 100 Claude Code 21 875 tok
flipbit03/terminal-use tu is tmux for your coding agent 100 Claude Code 1 655 tok
mloda-ai/mloda mloda.ai mloda.ai - Open Data Access for AI and ML. Plugin-based. Traceable. Framework-agnostic. 100 Claude Code, Codex, OpenCode 4 3,624 tok
ankimcp/anki-mcp-server-addon ankimcp.ai An Anki addon that implements an MCP server, enabling AI assistants to interact with Anki, 100 Claude Code 1 18,186 tok
excalimate/excalimate excalimate.com Create keyframe animations from hand-drawn Excalidraw diagrams — timeline editor, camera a 100 Claude Code, GitHub Copilot 2 794 tok
gluonfield/jaz jaz.chat A personal AI on machines you own — any agent, loops that run overnight, boards, memory, a 100 Claude Code, Codex, OpenCode 2 2,130 tok
MrUjjwalG/movi-player moviplayer.com Open-source HTML5 video player, an alternative to Video.js, Shaka Player, JW Player and Pl 100 Claude Code, Codex, OpenCode 3 8,031 tok
translated/lara-mcp developers.laratranslate.com Official Lara Translate MCP server: translation, translation memories and glossaries for C 100 Claude Code 1 4,218 tok
OktoLabsAI/okto-nexus oktolabs.ai Local-first MCP coordination hub for multi-agent teams, with durable messaging, handoffs, 100 Claude Code 3 1,226 tok
optave/ops-codegraph-tool npmjs.com Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP s 99 Claude Code 26 5,991 tok
Junliu1066/vibe-coding-kit Not teaching you to code, but helping you fully understand “using AI to code” — a vibe cod 99 Claude Code, Codex, OpenCode 4 5,326 tok
prtamil/AsciiCreativeCoding Creative Coding using only Terminal graphics using NCurses in pure C in Linux 99 Claude Code 5 4,832 tok