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
QuickerHub/quicker-rpc QuickerAgent: AI desktop assistant for Quicker. Monorepo with QuickerRpc plugin + qkrpc CL 14 Claude Code, Codex, Cursor, OpenCode 23 5,606 tok
nongjun/feishu-cursor-claw Turn Feishu/Lark into a remote control for Cursor AI — your personal AI strategic partner 14 Claude Code, Codex, Cursor, OpenCode 5 1,840 tok
baijum/ukulele-companion baijum.github.io An offline app for learning ukulele — on Android and iOS. Chords, scales, music theory, co 14 Claude Code, Codex, Cursor, OpenCode 25 3,299 tok
juanje/agentic-buddy A self-organizing memory for any AI agent. Brain dump tasks, decisions, ideas, and context 14 Claude Code, Cursor 13 200 tok
4NaNBo1/psd-to-figma Please star! A high-quality local plugin for quickly converting between Figma / MasterGo a 14 Claude Code, Cursor 3 2,697 tok
GoodProvider/SkyrimNet_SexLab Adds simple SexLab support to SkyrimNet 14 Claude Code, Codex, Cursor, OpenCode 4 3,247 tok
opennem/openelectricity openelectricity.org.au Open Electricity 14 Claude Code, Codex, Cursor, OpenCode 5 1,017 tok
neozhehan/figma-edit-mcp neozhehan.github.io Read, create, and modify Figma designs programmatically via MCP, empowering AI to execute 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 690 tok
olgasafonova/nordic-registry-mcp-server MCP server for Nordic company registries (Norway, Denmark, Finland, Sweden) 14 Claude Code, Codex, Cursor, OpenCode 5 2,262 tok
aryaminus/astro astro-api-a2rc.onrender.com Astrology MCP server & Agent Skill — birth charts, transits, synastry across Western, Vedi 14 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,589 tok
andvolodko/html5-game-editor andvolodko.github.io Browser-based HTML5 game editor and runtime: PixiJS 2D, Three.js 3D, React UI, and a TypeS 14 Cursor 12 —
jvaill/Kill-The-Backlog Background agent runner. Kick off coding agents in cloud sandboxes, preview changes, acces 14 Cursor 1 —
isndev/qb-linq Lazy Enumerable-style LINQ pipelines for C++17: where, select, order_by, group_by, joins, 13 Codex, GitHub Copilot, Cursor, OpenCode 3 1,389 tok
1mrat/cursor-taskrunner This is a proof of concept that shows how you can get cursor to execute tasks like creatin 13 Cursor 1 144 tok
lie5860/openai-search-mcp 13 Claude Code, Codex, Cursor, OpenCode 40 111 tok
jarcms/wechat-smdc [Video tutorial] WeChat scan-to-order mini program 13 Cursor 1 5,238 tok
danielsmithdevelopment/ClawQL MCP server: search + execute over OpenAPI 3, Swagger 2, or Google Discovery, with optional 13 Codex, Cursor, OpenCode 17 534 tok
swnotmetal/Project-Koma Lightweight, agent-friendly AI security toolkit for Node.js & TypeScript. Check if your ag 13 Codex, Cursor, OpenCode 2 996 tok
cuevaio/normal normal.fast Cool WhatsApp MCP 13 Claude Code, Codex, Cursor, OpenCode 3 1,842 tok
ttpears/gitlab-mcp npmjs.com Community GitLab MCP Server — works with any GitLab tier (Free/Premium/Ultimate), no Duo r 13 Claude Code, Cursor 2 470 tok
wintersleepAI/swnr The Stars Without Number, Cities Without Number, and Ashes Without Number system for Foun 13 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 3,935 tok
daniel-carreon/MCP_servers 12 Cursor 1 1,225 tok
byh3071-cpu/vhk yohanstudio.co VHK — a Korean CLI that organizes AI coding sessions around goals, evidence, memory, and r 12 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 19 12,188 tok
aide-family/moon-web Moon Web is the frontend for the Moon Monitoring Platform. It uses a micro-frontend archit 12 Claude Code, Cursor 5 —
soldera-org/algorytm Algorütmi saate jaoks AI Promptid 12 Cursor 7 4,704 tok
mikiships/agentmd pypi.org Generate high-quality AI agent context files (CLAUDE.md, AGENTS.md, .cursorrules, copilot- 12 Claude Code, Codex, Cursor, OpenCode 3 1,751 tok
ensingm2/AI-threat-modeling-rulesets A collection of rule and instruction sets for AI systems such as GitHub copilot and Cursor 12 GitHub Copilot, Cursor 2 1,449 tok
georgejeffers/Gemini-MCP-Server A Model Context Protocol (MCP) server that integrates with Google's Gemini Pro model, can 12 Cursor 1 266 tok
djm81/log_analyzer_mcp Log Analyzer MCP is a powerful Python-based toolkit designed to streamline the way you int 12 Cursor 1 425 tok
rgrz/peoplesoft-mcp A Model Context Protocol (MCP) server that enables AI assistants to query and understand P 12 Claude Code, Cursor 3 —
shinpr/ai-business-planner AI-assisted business planning in Cursor. Create market research, business plans, PRDs, pro 12 Claude Code, Codex, Cursor, OpenCode 9 765 tok
jarkillo/master-desarrollo-ia Curso de desarrollo con IA 12 Claude Code, Cursor 22 6,969 tok
KhalidWar/flutter_cursor_rules Flutter/Dart coding guidelines for Cursor AI IDE 12 Cursor 1 1,304 tok
open-pgx/openpgx openpgx.ai The open standard for AI-readable pharmacogenomics. MCP Server for personalized drug-gene 12 Cursor 1 —
kfnzero/mantis-mcp-server mantis-mcp-server 12 Cursor 1 184 tok
gsinghjay/zodiac-engine A modern astrological calculation API powered by Kerykeion. Interpretations by an LLM. 12 Cursor 1 786 tok
6uclz1/ableton-cli Python CLI to control and inspect Ableton Live via a local Remote Script. 12 Claude Code, Codex, Cursor, OpenCode 3 2,160 tok
sandraschi/robotics-mcp MCP 3.1 server + Webapp. Yahboom, Dreame, Tdrone, Noetix Bumi collab with shared LIDAR map 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 9 795 tok
EternaHybridExchange/eterna-mcp ai.eterna.exchange No-KYC managed MCP trading exchange for AI agents: sandboxed TypeScript SDK, isolated sub- 12 Cursor 1 468 tok
wklm/beacio-sdk beacio.com Web Bluetooth SDK for iOS Safari — https://beacio.com 12 Codex, Cursor, OpenCode 2 1,348 tok
suryast/indonesia-civic-stack 🇮🇩 Production-ready Python SDK + MCP server for 14 Indonesian government data sources — 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,032 tok
Sounio-lang/sounio souniolang.org An epistemic systems language for scientific computing — uncertainty, units and effects, w 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 5,232 tok
sovantica/engrava engrava.ai The memory database for AI agents - graph memory, hybrid search, tamper-evident thought/ed 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 3,897 tok
MauricioPerera/KDD mauricioperera.github.io 🧠 Knowledge-Driven Development (KDD): ready-to-use template combining OKF (knowledge as l 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 860 tok
ahostbr/kuroryuu-public Kuroryuu - AI Agent Orchestration Platform with Desktop App, MCP Integration, and Docker S 12 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 608 tok
galliani/contextmax curator.contextmax.dev 🚀 Browser-based tool for creating reusable sets of context for LLM. Improve response qual 11 Claude Code, Cursor 2 1,960 tok
mohankrishnaalavala/context-router pypi.org Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 ac 11 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 7 2,235 tok
snyk/agentic-integration-wrappers snyk.io Provides wrappers to integrate with agentic workflows 11 Cursor 1 702 tok
Sim-xia/Blind-Auditor MCP tool for improving model coding quality by mandatory self-audition 11 Cursor 1 144 tok
dfirtnt/Huntable-CTI-Studio dfirtnt.wordpress.com Huntable CTI Studio is an AI-assisted cyber threat intelligence workbench that turns open- 11 Claude Code, Codex, Cursor, OpenCode 32 4,458 tok