How real projects configure their agents

1,728 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 agents7,410Claude Code6,578Data and AI3,695Backend and APIs3,487Languages3,404Planning3,188Git and workflow3,106Code review2,712Memory and context2,351Testing2,325Research2,289DevOps and cloud2,283Writing and docs2,279Frontend2,245Security1,983Productivity1,702

All Claude Code32,024 Codex23,149 OpenCode21,923 GitHub Copilot3,513 Gemini CLI1,905 Cursor1,728 Windsurf83 Kiro58

Project Stars Configures Files Always loaded
brendadeeznuts1111/betting-brain-v3 🧠 Edge-native betting intelligence platform with MCP server, real-time analytics, and AI- 8 Claude Code, Cursor 2 6,708 tok
zotoio/CRUX-Compress compress.md Compress verbose LLM rules while retaining self-contained meaning and intent. 8 Claude Code, Codex, Cursor, OpenCode 29 1,807 tok
jsfilatov/1c-full-cycle-dev Skill for the full-cycle 1C development process (BSL), organized by phases 8 Claude Code, Cursor 2
phidn/cursor-feedback Cursor Feedback Image MCP 8 Cursor 1 553 tok
elmochilyas/laraskills 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 6,522 tok
vepo/issues Sistema de Gestão de Mudanças 8 Claude Code, Codex, Cursor, OpenCode 25 4,153 tok
andoop/sandtable 8 Claude Code, Codex, Cursor, OpenCode 17 1,749 tok
jddunn/tenets tenets.dev Local-first MCP server for intelligent context that feeds your prompts 8 Cursor 1 511 tok
xhiroga/blender-mcp-senpai 8 Claude Code, Codex, Cursor, OpenCode 3 496 tok
mnemopay/mnemopay-sdk mnemopay.com Trust & reputation layer for AI agents. Agent Credit Score (300-850) + Merkle-anchored led 8 Claude Code, Cursor, Gemini CLI 3 2,895 tok
agentkitai/lore Cross-agent memory SDK. Agents publish lessons, query shared knowledge, with built-in reda 8 Claude Code, Cursor 2 814 tok
littlebearapps/pitchdocs littlebearapps.com Turn any codebase into professional, marketing-ready GitHub documentation — powered by AI 8 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 6,155 tok
sandraschi/resonite-mcp FastMCP server for natural language control of Resonite social VR platform.. with webapp a 8 Claude Code, Codex, Cursor, OpenCode 4 955 tok
aryaminus/astro astro-api-a2rc.onrender.com Astrology MCP server & Agent Skill — birth charts, transits, synastry across Western, Vedi 8 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,589 tok
paarths-collab/github-pr-context-mcp AI-Powered Repository Memory 7 Claude Code, Codex, GitHub Copilot, Cursor 4 578 tok
L-X-T/ng-agentic A practical Angular workspace starter with modern best practices, AI-ready tooling, and sc 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,522 tok
eugeneyvt/logseq-mcp-server npmjs.com Model Context Protocol server for Logseq knowledge base integration with AI assistants 7 Claude Code, Codex, Cursor, OpenCode 3 5,695 tok
tysoncung/notion-agent-hub AI Agent Hub for Notion — orchestrate AI agents through Notion databases with human-in-the 7 Cursor 1 437 tok
Alex1980Alex/1C-Enterprise-Cursor-Framework 7 Cursor 1 876 tok
fortunto2/prefect-mcp-server MCP server for interacting with the Prefect API 7 Codex, Cursor, OpenCode 2 652 tok
TUAN130294/vibecodekit 7 Claude Code, Cursor 2 1,731 tok
PerkyZZ999/MemorizedMCP creativewebconcept.ca MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI ag 7 Claude Code, Cursor 2
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 tok
art9mid/arc-skill AI agent skill for scaffolding production-ready React Native (Expo) projects. Architecture 7 Claude Code, Codex, Cursor, OpenCode 4 2,221 tok
Orpheus-K/symbiopulse SymbioPulse is an MCP-first context layer for AI coding agents. It builds a persistent pro 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,565 tok
jazzmind/busibox A self-hosted AI platform that keeps your data on your infrastructure. Busibox integrates 7 Claude Code, Cursor 10 7,122 tok
Apptware-Product-Labs/markr apptware.com Fast Markdown preview for VS Code & Cursor — GitHub rendering, live TOC, Mermaid, multi-ta 7 Claude Code, Codex, Cursor, OpenCode 3 1,265 tok
xc404/kiwi 7 Claude Code, Codex, Cursor, OpenCode 9 1,656 tok
dpaluy/rails-ai-rules 7 Cursor 1 325 tok
BlackLeg15/desafio_bloc_1 Flutter Playground app 7 Codex, Cursor, OpenCode 4 846 tok
devviniuchita/memory-system 7 Cursor 1 553 tok
sandraschi/bumi-mcp Noetix Bumi humanoid robot — MCP 3.1 server + webapp. virtual bot now, real bot asap 7 Claude Code, Codex, Cursor, OpenCode 3 574 tok
ohah/react-native-mcp ohah.github.io 7 Claude Code, Cursor 15
chrisleekr/mcp-server-playground A playground for Model Context Protocol (MCP) server built with TypeScript and Streamable 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,633 tok
hew/n8n-money n8n workflow automation with MCP integration for insurance claims and AI video compilation 7 Cursor 1 843 tok
formio/ai form.io The Form.io Agentic Coding Toolset — MCP server, Claude Code plugin, and AI skills library 7 Claude Code, GitHub Copilot, Cursor 11 4,306 tok
KyaniteLabs/Epoch kyanitelabs.github.io Time estimation MCP server for AI agents: PERT, COCOMO II, Monte Carlo, sprint forecasting 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,396 tok
MauricioPerera/KDD mauricioperera.github.io 🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as l 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 860 tok
CiscoDevNet/essentials ciscodevnet.github.io 🔮 Essential packages to build, release, and run great software in the cloud - bots, cards 7 Claude Code, Cursor 3
MadaBurns/blackveil-dns-action GitHub Action: DNS & email security scanning with Blackveil DNS. Enforce minimum grades in 7 Cursor, Gemini CLI 2 157 tok
hassansaadfr/log-reader-mcp 6 Cursor 2 1,859 tok
wklm/beacio-sdk beacio.com Web Bluetooth SDK for iOS Safari — https://beacio.com 6 Codex, Cursor, OpenCode 2 1,348 tok
mohamedzhioua/agent-done-or-not npmjs.com Catch your AI agent lying about "done" A one-file proof-gate for Claude Code, Cursor & Cod 6 Claude Code, Codex, Cursor, OpenCode 3 807 tok
KevinZai/commander commanderplugin.com CC Commander — Master Claude Code instantly. The Fable Method: 12 enforceable gates so any 6 Claude Code, Codex, Cursor, OpenCode 5 9,071 tok
samsebeingener/visbug-mcp-ru samsebeingener.ru VisBug → Cursor bridge: visual edits on localhost → clipboard → paste into chat → agent pa 6 Claude Code, Cursor 3
sandraschi/godot-mcp Godot 4 automation via FastMCP — scene/mesh/PBR/particles, STL import, HTML5 export. For C 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 1,397 tok
suryast/indonesia-civic-stack 🇮🇩 Production-ready Python SDK + MCP server for 14 Indonesian government data sources — 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 2,994 tok
Juliocbm/beacon-docs Opinionated documentation convention + CLI for AI-collaborative codebases. Scaffolds docs, 6 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,581 tok
toptalentcoder/Cursor-AwesomeRules 6 Cursor 1 816 tok
Traves-Theberge/opencode-mcp MCP server that exposes OpenCode as a tool/subagent for IDEs and AI clients 6 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,998 tok