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
megamen32/gptadmin_opensource became.bezrabotnyi.com One MCP hub — any AI controls any infrastructure. Self-hosted, works with ChatGPT, Claude, 11 Claude Code, Codex, OpenCode 26 151 tok
KinoThe-Kafkaesque/ssh-mcp-server this is a collection of tools that allows your agent to execute commands on your remote se 11 Claude Code, Codex, OpenCode 2 1,412 tok
Anselmoo/mcp-server-analyzer anselmoo.github.io MCP server for Python code analysis with RUFF linting and VULTURE dead code detection 11 Claude Code, GitHub Copilot 2 796 tok
dromologue/workflowyMCP An MCP server that uses Workflowy and Claude to manage Tasks & Information in Workflowy an 11 Claude Code 3 30,254 tok
geoffdavis/omnifocus-claude-extension Omnifocus integration in Desktop Extension Format suitable for Claude Desktop on Mac 11 Claude Code 1 971 tok
zaydiscold/robinhood-cli-mcp-api Robinhood CLI (MCP + API) — unofficial Robinhood API map + CLI + MCP for a real account (r 11 Claude Code, Codex, OpenCode 2 12,087 tok
aaearon/mcp-privilege-cloud A production-ready Model Context Protocol (MCP) server for Idira (formerly CyberArk) Privi 11 Claude Code 1 5,769 tok
CyranoB/web-forager A search-and-fetch toolkit for AI agents, available as an MCP server and as standalone Age 11 Claude Code, Codex, OpenCode 2 517 tok
ITmedes/browserpane browserpane.io A web-native remote desktop protocol built on WebTransport, WebCodecs, and WebGL 2 — crisp 11 Claude Code, Codex, OpenCode 2 8,355 tok
MosaicXR-AI/mosaic-bridge mosaicxr.ai Unity Editor MCP plugin — AI agents drive Unity via Model Context Protocol. Apache 2.0, ~2 11 Claude Code 1 644 tok
ThreeFish-AI/negentropy threefish.site An agentic system built on a "One Root, Five Wings" architecture, dedicated to combating t 11 Claude Code, Codex 11 —
mambo-wang/ShowTime An all-in-one data collection/analysis/monitoring platform integrating domestic and intern 11 Claude Code, Codex, OpenCode 44 3,230 tok
0xMiden/docs 0xmiden.github.io Consolidated documentation for the Miden rollup 11 Claude Code 1 559 tok
usrrname/cursorrules usrrname.github.io A wicked npx-able lib of Cursor rules with Otaku AI agents, optional lean workflow 🎀 11 Claude Code, Codex, OpenCode 4 2,493 tok
greynewell/mcpbr Benchmark your MCP server. 11 Claude Code, Codex, OpenCode 3 4,699 tok
TangentDomain/excel-mcp-server pypi.org 🎮 Excel configuration table MCP server for game development | 42 professional tools | One 11 Claude Code, Codex, OpenCode 2 1,988 tok
prime-radiant-inc/scenarios A portable, model-agnostic test suite of declarative YAML scenarios for evaluating AI assi 11 Claude Code 1 —
pachca/openapi dev.pachca.com Pachca API platform: MCP server and plugin for AI agents (Claude Code, Codex, VS Code, Cur 11 Claude Code, Codex, OpenCode 2 1,799 tok
maneja81/OpenOrbit OpenOrbit — A free, open source AI orchestrator that lives on your desktop. One central ag 11 Claude Code 2 6,082 tok
swoelffel/claw-pilot clawpilot.eu Multi-agent orchestration runtime with task board, flow engine, budget control, MCP integr 11 Claude Code 1 4,156 tok
yourhq/yourhq yourhq.ai Self-hosted AI agent operations platform. One UI, many agents, your infrastructure. Apache 11 Claude Code, Codex, OpenCode 2 3,928 tok
lehuannhatrang/opsgentic OpsGentic — AI Agents for DevOps Automation. Self-healing Kubernetes with AI agents. 11 Claude Code 1 56 tok
ubcent/velar Local Privacy Firewall for AI 11 Claude Code 1 1,154 tok
amitshekhariitbhu/language-experiments outcomeschool.com AI Agent that deepens your understanding of programming languages through experiments that 11 Claude Code 1 633 tok
krusemediallc/cursor-ad-agent skool.com Create AI marketing videos and images from inside Cursor. Human-approved Meta ad workspace 11 Claude Code, Codex, OpenCode 16 2,313 tok
mmartinez/postern Credential-brokering HTTPS proxy for AI agents — brokers 1Password & Bitwarden secrets at 11 Claude Code, Codex, OpenCode 3 2,901 tok
openafw/agentzt openguardrails.com Zero Trust for AI Agents 11 Claude Code 1 1,360 tok
macromania/agentop Outcome-focused parallel agent desktop application that replaces chat-driven AI workflows 11 Claude Code, Codex 15 —
DaveVoyles/resume-builder Evidence-backed resume workspace tooling for AI-assisted job searches. 11 Claude Code, Codex, OpenCode 2 2,220 tok
hackyguru/clawcage clawcage.hackyguru.com Air-gapped Linux VM on your Mac for running Open Claw and other AI agents 11 Claude Code, Gemini CLI 2 7,193 tok
Shashank2577/hesoyam-for-claude-code HESOYAM — The cheat code for Claude Code. Health + Armor + $250K. One install for orchestr 11 Claude Code 5 —
muneebhashone/auren-content Multi-LLM content strategy dashboard — research-grounded weekly social calendar for X, Lin 11 Claude Code, Codex, OpenCode 2 79 tok
cuongtl1992/vibe-skills The Skills collection for Claude Code 11 Claude Code 1 806 tok
MykytaMorachovEpam/obsidian-wiki Insired by @karpathy . A personal knowledge base maintained by an LLM agent inside an Obsi 11 Claude Code, Codex, OpenCode 2 5,175 tok
RunanywhereAI/runanywhere-web Starter App created using web-sdk 11 Claude Code, Codex, OpenCode 2 3,147 tok
PyAutoLabs/PyAutoArray Array and grid manipulation for the PyAuto ecosystem 11 Claude Code, Codex, GitHub Copilot, OpenCode 5 2,004 tok
UtroYAKQ/AI-Friendly-Project-Template 11 Claude Code, Codex, OpenCode 2 444 tok
CognicellAI/Cognition cognition-black.vercel.app The foundational layer for trusted, executable AI platforms. 11 Claude Code, Codex, OpenCode 3 4,360 tok
aontu-lang/aontu Ontology support system for agent development 11 Claude Code, Codex, OpenCode 2 2,242 tok
SpillwaveSolutions/wiki_ticket_sdd Local-first, git-native visible-WIP work tracking (worklog) + Claude Code plugin 11 Claude Code, Codex, Cursor, OpenCode 21 1,508 tok
bgreenwell/statlingo bgreenwell.github.io Explain Statistical Output with Large Language Models 11 Claude Code, Codex, OpenCode 2 2,235 tok
ecorkran/ai-project-guide AI Project Structure for reference. Included with context-forge and works automatically. 11 Claude Code, Codex, OpenCode 4 7,949 tok
dark-builders/darq darq.sh A dark software factory: software that writes itself — and gets smarter without you in bet 11 Claude Code, Codex, OpenCode 2 1,590 tok
RooAGI/Lint-AI rooagi.github.io Persistent memory layer for AI coding agents — current-state retrieval that knows what is 11 Claude Code, Codex, OpenCode 2 222 tok
Awesome-Embedded-Learning-Studio/CFDesktop awesome-embedded-learning-studio.github.io This is a Repo that Desktop can be deployed on Any Embedded Device enable to run Qt 11 Claude Code, Codex, OpenCode 11 556 tok
LayZeeDK/angular-typechecker A type-checker (no build/emit) for Angular projects, including libraries. Perfect for Agen 11 Claude Code, Codex, OpenCode 5 16,893 tok
12-Studio/Tackl tackl.netlify.app The ultimate starter kit for React, using NextJS 11 Claude Code, Codex, OpenCode 2 4,330 tok
marconae/ghbrk A credential broker that gives coding agents git and gh access without exposing SSH keys o 11 Claude Code, Codex, OpenCode 2 172 tok
braedonsaunders/openstudio openstudio.cafe Real-time collaborative music studio with sub-30ms latency. Jam with anyone, anywhere in y 11 Claude Code, Codex, OpenCode 2 1,198 tok
cvander/Maya Collection of skills and agent tools to run a bar in San Francisco 11 Claude Code, Codex, OpenCode 2 2,469 tok