How real projects configure their agents

43,636 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
mpuig/claude-cloud-diagrams An AI agent that explores your AWS account and draws what it finds. Not a perfect map. A u 13 Claude Code 1 346 tok
context4ai/agent-graph npmjs.com Graph Engineering for Agent Skills: a specification and toolchain for dynamically discover 13 Codex, OpenCode 1 442 tok
byronxlg/skillfold byronxlg.github.io Declarative skill manager for Claude Code and Codex. Declare skills in YAML, pin exact rev 13 Claude Code, Codex, OpenCode 2 1,896 tok
oubakiou/mdxg-redline Inline review tool for MDXG markdown — capture highlighted comments and export them as str 13 Claude Code, Codex, OpenCode 4 585 tok
Tencent-RTC/agent-skills trtc.io TRTC AI Integration Assistant - helps developers integrate Tencent Real-Time Communication 13 Claude Code, Codex, OpenCode 2 1,537 tok
oubakiou/md2idx md2idx — Markdown to indexed JSON. Slice big docs with jq, feed LLMs only what they need. 13 Claude Code, Codex, OpenCode 4 526 tok
mixedbread-ai/skills mixedbread.com Agent skills for search, RAG, and document parsing with Mixedbread. Install with: npx skil 13 Claude Code 1 1,397 tok
tmux-python/libtmux-mcp libtmux-mcp.git-pull.com MCP for tmux, powered by libtmux 13 Claude Code, Codex, OpenCode 3 865 tok
frankbolero/dotnet-dump-mcp 🤖 An AI-native CLI Tool and MCP server for .NET memory dump investigations. Leverage LLMs 13 Claude Code, Codex, OpenCode 3 1,826 tok
DennysOliveira/wow-addon-dev WoW addon development skills for Claude Code — Midnight 12.0+ Secret Values, API migration 13 Claude Code 6 58 tok
montezuma-p/harken crates.io Your agent cannot listen to audio. harken fixes that — locally. MCP server + CLI, one 13 M 13 Claude Code 1 2,689 tok
ariaxhan/kernel-claude Claude Code learns from itself. Persistent memory, multi-agent orchestration, and a scient 13 Claude Code, Codex, OpenCode 4 13,388 tok
agentic-hil/agentic-hil agentic-hil.github.io Let your coding agent develop firmware on the real board, with the hardware as the gate. 13 Claude Code, Codex, OpenCode 2 5,815 tok
zircote/lsp-tools LSP-first code intelligence for Claude Code with strong enforcement patterns. Part of the 13 Claude Code, GitHub Copilot 2 574 tok
zhitongblog/unterm unterm.app The terminal AI agents can drive — and the cockpit to run them from. 99 MCP methods / 21 n 13 Claude Code 1 1,773 tok
taehyeonglim/korean-elementary-learning-map-mcp MCP server for the Korean elementary school 2022 revised curriculum learning graph — inclu 13 Claude Code 1 918 tok
SidneyBissoli/medical-terminologies-mcp medical.sidneybissoli.com MCP Server for global medical terminologies: ICD-11, SNOMED CT, LOINC, RxNorm, MeSH 13 Claude Code 1 10,194 tok
pedrobraiti/agentic-trading-mcp Valet - MCP servers that let an AI agent (Claude Code) trade for real: Interactive Brokers 13 Claude Code 1 3,211 tok
DatalisHQ/zuckerbot zuckerbot.ai Public ZuckerBot MCP client, CLI, agent skills and release source 13 Claude Code, Codex, OpenCode 2 235 tok
SonAIengine/ku-portal-mcp pypi.org MCP server for Korea University KUPID portal & Canvas LMS — notices, schedules, library se 13 Claude Code 1 292 tok
vargahis/monarch-mcp MCP Server for use with Monarch Money 13 Claude Code 2 578 tok
cogni-work/insight-wave Open-source Claude Code plugins for knowledge work — consulting, B2B sales, marketing, and 13 Claude Code 1 10,511 tok
DankerMu/novel-writer-plugin Multi-Agent collaborative writing system for Chinese web fiction (Claude Code Plugin) 13 Claude Code, Codex 11 2,911 tok
spanlens/Spanlens spanlens.io Open source LLM observability and monitoring. Drop-in proxy for OpenAI, Anthropic, and Gem 13 Claude Code 2 19,588 tok
Learn57130/fable-5 Fable 5 methodology as a Claude Code plugin: decompose by verification boundaries, verify 13 Codex, OpenCode 1 394 tok
aspekt19/unboxed-loyalty-spark 13 Codex, Cursor, OpenCode 2 5,027 tok
richer-richard/fenestra crates.io Pure-Rust native GUI framework with web-grade aesthetics and first-class headless PNG rend 13 Claude Code, Codex, OpenCode 2 3,490 tok
jungjaehoon-lifegamez/MAMA Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client 13 Claude Code, Codex, OpenCode 2 9,861 tok
samibs/skillfoundry skillfoundry.work AI engineering framework with quality gates, persistent memory, and multi-platform support 13 Claude Code, Codex, GitHub Copilot, OpenCode 8 9,508 tok
harshii0509/designStack designStack is a collection of skills for people who have never written code or understand 13 Claude Code, Codex, OpenCode 2 1,259 tok
lonestone/lonestone-boilerplate Starter kit for full-stack webapps, SaaS and websites with React and NestJS 13 Claude Code, Codex, OpenCode 2 574 tok
LumabyteCo/clarifyprompt-mcp 13 Claude Code 1
teoobarca/perplexity-mcp Free Perplexity AI MCP server with multi-account pooling, React admin dashboard, zero-cost 13 Claude Code 1 1,188 tok
temporal-cortex/mcp npmjs.com Calendar MCP server with atomic booking, conflict prevention, deterministic RRULE expansio 13 Codex, OpenCode 1 538 tok
AndyShaman/Soroka Personal Telegram knowledge base — forward anything, search via DM. Hybrid SQLite + FTS5 + 13 Claude Code, Codex, OpenCode 2 978 tok
jezweb/smart-prompts-mcp Enhanced MCP server for managing prompts from GitHub with intelligent discovery and compos 13 Claude Code 1 1,500 tok
corbym/memoryweb A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by type 13 Claude Code, Codex, OpenCode 2 7,874 tok
mozi-app/mermAId AI-agent-focused Mermaid editor for planning, with built-in MCP server and CLI tool 13 Claude Code, Codex, OpenCode 2 370 tok
chenhunghan/garmin-mcp-app Garmin MCP app server 13 Claude Code 2 4,602 tok
marduk191/qwen3_mcp MCP server for LM Studio with 80+ tools - file ops, git, web search, skills system 13 Claude Code 1 5,679 tok
odyssey4me/agent-skills AI Agent Skills to support software architecture, design and development 13 Claude Code 3 1,061 tok
srigi/mcp-google-images-search MCP server for searching images with Google 13 Claude Code 1 712 tok
JSungMin/vs-token-safer Token-saving code search for AI coding agents — TypeScript, JavaScript & Python (zero setu 13 Claude Code 1 19,098 tok
Athroniaeth/piighost piighost.athroniaeth.cloud Protect personal data (PII) in your LLM prompts. piighost hides sensitive values from the 13 Claude Code 5 3,168 tok
RamaAditya49/titen titen.dev Agent memory that needs no API key, no LLM, and no embedding provider. One command on Bun 13 Claude Code, Codex, OpenCode 2 1,715 tok
199-biotechnologies/whatsrust WhatsApp in pure Rust. Single binary, 5 MB, 15 MB RAM. 54 API endpoints, 30 MCP tools, ful 13 Claude Code 1 648 tok
eddmann/garmin-connect-cli eddmann.com Garmin Connect from your terminal. Pipe it, script it, automate it. 13 Claude Code, Codex, OpenCode 2 88 tok
istota-project/istota istota.cynium.com Your intelligent personal OS 13 Claude Code, Codex, OpenCode 4 7,346 tok
MindFlock/MindFlock mindflock.ai Run a flock of AI coding agents, each in its own git worktree, started by your ticket queu 13 Codex, OpenCode 1 636 tok
ejklock/living-docs-skill Living Docs — a AI agent skill that runs your project's documentation as a living system: 13 Claude Code, GitHub Copilot 5 3,295 tok