How real projects configure their agents

1,769 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
phidn/cursor-feedback Cursor Feedback Image MCP 8 Cursor 1 553 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
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
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
PerkyZZ999/MemorizedMCP creativewebconcept.ca MemorizedMCP delivers a high‑performance, local‑first MCP Server in Rust that equips AI ag 8 Claude Code, Cursor 2 —
art9mid/arc-skill AI agent skill for scaffolding production-ready React Native (Expo) projects. Architecture 8 Claude Code, Codex, Cursor, OpenCode 4 2,221 tok
formio/ai form.io The Form.io Agentic Coding Plugin — MCP server, Claude Code plugin, and AI skills library 8 Claude Code, GitHub Copilot, Cursor 11 5,694 tok
sportsanalytics-world/OPTA_api_docs MCP Server for OPTA API Documentation - Automatically discover and test football API endpo 8 Cursor 1 195 tok
up2itnow0822/agentpay-mcp npmjs.com Non-custodial x402 MCP payment layer for AI agents — the open-source alternative to Vercel 8 Codex, Cursor, OpenCode 2 1,841 tok
VuDZ/RoslynMcpServer Roslyn-powered C# MCP server for AI agents. Enables semantic code analysis, precise diagno 8 Claude Code, Codex, Cursor, OpenCode 3 1,059 tok
Horosheff/Excalibur-2-Cloud 8 Claude Code, Codex, Cursor, OpenCode 36 880 tok
paarths-collab/github-pr-context-mcp AI-Powered Repository Memory 7 Claude Code, Codex, GitHub Copilot, Cursor, Windsurf 5 708 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
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
lambda-curry/devagent 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 34 421 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
fenxer/steam-review-mcp Get reviews from Steam store 7 Cursor 1 —
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
Wolfe-Jam/faf-mcp faf.one Persistent Project Context for Cursor, IDEs and VS Code — IANA-registered .faf format · 29 7 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,473 tok
samsebeingener/visbug-mcp-ru samsebeingener.ru VisBug → Cursor bridge: visual edits on localhost → clipboard → paste into chat → agent pa 7 Claude Code, Cursor 3 —
DmiyDing/clarify-first Enforce risk-based alignment for AI Agents. Stop Claude/Cursor from guessing on vague or h 7 Cursor 1 947 tok
sandraschi/filesystem-mcp FastMCP 3.2.0+ server plus webapp for comprehensive file system operations, Git repository 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,626 tok
VirSanghavi/axis useaxis.dev one coordination board for your team's coding agents. claude code, cursor and codex share 7 Cursor 1 1,045 tok
muhammad1438/academic-writer-skills 27 specialist academic writing skills for Claude Code, Gemini CLI, and Cursor IDE 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 10,158 tok
fakiho/neohive neohive.alionix.com One command. Your AI agents can talk to each other. The MCP collaboration layer for Claude 7 Claude Code, GitHub Copilot, Cursor, Gemini CLI 19 5,336 tok
AlexanderJ-Carter/MyCook cook.alexander.xin MyCook is a static website combining and organizing two excellent recipe projects: CookLik 7 Codex, Cursor, OpenCode 3 1,484 tok
sandraschi/dreame-mcp FastMCP 3.1 MCP server and webapp for the Dreame D20 Pro Plus robot vacuum. 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 759 tok
myelixlabs/synapse-mcp synapse-mcp.dev Free, 100% local MCP server. Turns your codebase into an AST knowledge graph so AI coding 7 Claude Code, Cursor 1 —
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
loqwai/paper-cranes 7 Claude Code, Codex, Cursor, OpenCode 19 23,858 tok
wghglory/ngx-lift-workspace ngx-lift.vercel.app Lift your angular dev experience 7 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 24 1,182 tok
hassansaadfr/log-reader-mcp 6 Cursor 2 1,859 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, Windsurf 4 979 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 3,689 tok
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 1,476 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