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
adilmoujahid/p5js-ai-editor A modern, web-based IDE for creating and editing p5.js sketches with AI assistance and Mod 30 Cursor 1 636 tok
schemacrawler/SchemaCrawler-AI-MCP-Server-Usage schemacrawler.com Find out how to use SchemaCrawler AI MCP Server 30 Claude Code 2 —
morphllm/morph-claude-code-plugin Morph plugin for Claude Code 30 Claude Code 1 79 tok
MyrikLD/memlord Self-hosted MCP memory server for personal use and teams 30 Claude Code 1 1,291 tok
NotNull92/hera-agent-unity Low-token CLI for AI agents to control a live Unity Editor. 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 26,384 tok
nrwl/nx-ai-agents-config 30 Claude Code, Codex, OpenCode 3 1,285 tok
nirholas/boosty Boosty MCP servers for DeFi - Volume generation, trading, and wallet management 30 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 670 tok
iam-epiphany/resume-agent A personal resume RAG Q&A Agent for interviewer–candidate scenarios: puts resumes, certifi 30 Codex, OpenCode 1 464 tok
DataCovey/nornweave nornweave.datacovey.com An open-source, self-hosted API that turns standard email providers (Mailgun, SES, SendGri 30 Claude Code, Cursor 31 —
Hack23/European-Parliament-MCP-Server hack23.com European Parliament MCP Server - Political intelligence for AI agents 30 Claude Code, Codex, GitHub Copilot 56 1,498 tok
zoxknez/ai-coding-rules 30 Claude Code, GitHub Copilot 9 2,909 tok
AlanHuang168/AI-Project-Workflow npmjs.com A general AI-native software delivery workflow for Cursor, Claude Code, Codex, Qoder, Code 30 Claude Code, Codex, OpenCode 2 376 tok
dr5hn/ccm dr5hn.github.io Claude Code Manager - The power-user toolkit for Claude Code 30 Claude Code 1 3,531 tok
iowarp/clio-kit toolkit.iowarp.ai Bringing AI practically to science! 30 Claude Code, Codex, OpenCode 2 1,212 tok
robert7/remnote-mcp-server MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, 30 Claude Code, Codex, Gemini CLI, OpenCode 3 2,152 tok
Fearvox/multica-ultimate-workbench Public multi-agent workbench skill pack for SDD, review gates, context discipline, VM lane 30 Claude Code, Codex, GitHub Copilot, OpenCode 3 11,867 tok
EtanHey/cmuxlayer cmuxlayer.etanheyman.com 10 public MCP tools for controlling cmux workspaces and managing Claude, Codex, Gemini, Ki 30 Claude Code, Codex, OpenCode 2 1,163 tok
helius-labs/core-ai Official Helius AI tooling repository 30 Claude Code, Codex, OpenCode 2 4,565 tok
Zevenue/headless-gtm zevenue.com Headless GTM: the full outbound chain as Claude Code and Codex skills on raw vendor APIs. 30 Claude Code, Codex, OpenCode 2 488 tok
LeandroPG19/Memorys registry.modelcontextprotocol.io Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian lear 30 Codex, OpenCode 1 1,390 tok
IgorGanapolsky/ThumbGate thumbgate.ai ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-b 30 Claude Code, Codex, Gemini CLI, OpenCode 76 13,851 tok
RohiRIK/OpenLtm Long-Term Memory plugin for Claude Code — semantic search, context injection, session lear 30 Claude Code, Codex, OpenCode 2 1,717 tok
encoredev/skills encore.dev Agent Skills for development with Encore. 30 Claude Code, Codex, OpenCode 2 3,134 tok
Walvez/dsh-codex-sync npmjs.com The ultimate 2-way bridge between OpenAI Codex and DSH: bidirectional chat sync, live Skil 30 Codex, OpenCode 1 666 tok
geml-spec/geml geml-spec.github.io GEML is a lightweight markup language with uniform, addressable blocks and standard verbs. 30 Claude Code 5 —
Ekioo/KittyClaw kittyclaw.dev A kanban board for managing projects with tickets, columns, labels, and activity tracking 30 Claude Code, Codex, OpenCode 2 1,212 tok
SabrinaRamonov/learn-claude-code Free Claude Code recipes for automating your business. No coding required. 30 Claude Code 2 —
RoboFinSystems/robosystems robosystems.ai AI-native financial intelligence platform for accounting, financial reporting, and investm 30 Claude Code 19 6,806 tok
yung13yubabie/line-summary An MCP server for using Claude Code on Windows to read local LINE desktop chat records and 30 Claude Code, Codex, OpenCode 2 488 tok
Fortemi/fortemi Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP serv 30 Claude Code, Codex, OpenCode 2 8,395 tok
lxsolutions/studio-foundation lxsolutions.github.io AI-native, source-available (PolyForm Perimeter) game-dev toolkit: bforge — deterministic 30 Claude Code, Codex, OpenCode 2 944 tok
PetePeter/helm 30 Claude Code, GitHub Copilot 2 10,204 tok
crazymsn/academic-scholar-skills nav.meding.site Shendu Yunchuang Technology focuses on developing AI Agents and AI applications to assist 30 Claude Code, Codex, OpenCode 12 397 tok
beihaizzz/labmate.skill A skill that helps university students write lab reports 30 Codex, OpenCode 1 2,687 tok
GovAlta/THE-VELOCITY-WHITE-PAPERS The public-facing repository for The Velocity White Papers 30 Claude Code 1 —
BuildrAI/Buildr Buildr is the work infrastructure for Agents. It turns the facts and methods of individual 30 Codex, OpenCode 1 1,551 tok
IceWhaleTech/ZimaOS-Blue ZimaOS Blue - A Local-First Agent Runtime for Bold Builders. Out-of-the-Box, Open-Source, 30 Claude Code, Codex, OpenCode 3 1,834 tok
hong-chu/claude-certified-architect-foundations-llm-wiki Unofficial domain-organized study wiki for the Claude Certified Architect – Foundations (C 30 Claude Code 1 2,700 tok
catsmice/AniCompanion A desktop VRM character (小光) that gives your AI agent a face — chats, speaks, listens, lip 30 Claude Code 1 10,165 tok
matanrak/agent-meet agentmeet.net Agent-to-agent communication platform 30 Claude Code, Codex 2 160 tok
badbread/crumbvms crumbvms.com A self-hosted, operator-grade NVR for your own security cameras: recording, motion, licens 30 Claude Code, Codex, OpenCode 2 2,451 tok
Open-Locker/Open-Locker open-locker.org This is an open source project to build both the software and the hardware blueprints/buil 30 Claude Code 1 1,770 tok
openmirlab/all-in-one-infer An enhanced version of All-In-One with integrated source separation and modern PyTorch com 30 Claude Code 1 3,541 tok
dansreis/speclens dansreis.github.io A desktop reader for OpenSpec projects - browse changes, trace how requirements evolved, a 30 Claude Code 1 3,978 tok
dend/brick-mcp-app 🧱 MCP App for making my brick dreams a reality 30 Claude Code 1 389 tok
knaisoma/data-olympus Governance-grade, OKF-compatible knowledge-base format with a single-writer MCP server and 30 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,874 tok
limsangjin12/app-templates App development monorepo template 30 Claude Code, Codex, OpenCode 6 1,941 tok
evgenirusev/obsidian-second-brain How I Built My Second Brain with Obsidian + Claude Code 30 Claude Code 1 920 tok
brandonsimpson/devils-advocate A Claude Code plugin that adds adversarial self-critique to every task. Claude scores its 30 Claude Code 1 277 tok
skynetcmd/m3-memory Local-first memory backend for AI agents · 99.2% LongMemEval-S retrieval @ k=8 · Supports 30 Claude Code, Codex, Gemini CLI, OpenCode 4 3,266 tok