How real projects configure their agents

32,523 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
cholf5/skynet cloudwu/skynet in .NET 23 Claude Code, Codex, OpenCode 2 3,544 tok
symphonic-navigator/chatsune Chatsune - from Chat and Kitsune 23 Claude Code 3 4,568 tok
tt-a1i/chat_edit A dual-mode AI application combining chat and rich-text AI editing, powered by Vue 3.5 + T 23 Claude Code 1 3,512 tok
Mohabz35/agentic-saas-blueprint Production blueprint for building SaaS with Claude: prompts, theme system templates, and t 23 Claude Code 1 610 tok
alyssonfranklin/b2b-agents linkedin.com A comprehensive list with 56 agents to scale your B2B startup or turbocharge Enterprise te 23 Claude Code 1 1,078 tok
onurpolat05/ALBA Turn Claude Code into a personal AI agent with persistent memory. Interactive setup, 9 ski 23 Claude Code 10 307 tok
etrebels/claude-code-growth-os langoptima.com Claude Code Growth Operating System (OS): Sales, Marketing, Product and Retention as one R 23 Claude Code, Codex, OpenCode 9 3,128 tok
LeanAndMean/mach10 Claude Code plugin for structured, AI-driven software development. Orchestrates complex wo 23 Claude Code 1 5,751 tok
iamasters-academy/iamasters-os skool.com Sistema operativo agéntico para operadores de IA. Sinapsis v4.5 (engine de memoria) + capa 23 Claude Code, Codex, OpenCode 41 6,741 tok
butterlatte-zhang/unity-ai-bridge Remote-control Unity Editor from any AI IDE — 62 tools including AI-powered profiling & li 23 Claude Code 1 —
safety-quotient-lab/psychology-agent unratified.org General-purpose psychology agent (Caude Code): collegial mentor, specialized sub-agents, a 23 Claude Code 27 1,734 tok
hifly81/bikescout hifly81.github.io AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and 23 Claude Code, Codex 10 —
olgasafonova/mediawiki-mcp-server MCP server for MediaWiki wikis - search, read, and edit wiki content from AI assistants 23 Claude Code, Codex, OpenCode 2 435 tok
ProfessioneIT/lsp-mcp-server professioneit.com An MCP (Model Context Protocol) server that bridges Claude Code to Language Server Protoco 23 Claude Code, Codex, OpenCode 2 3,369 tok
dfradehubs/agentgram agentgram.eu Self-hosted gateway for MCP servers and AI agents — one endpoint, per-user RBAC and creden 23 Claude Code 14 1,485 tok
weby-homelab/power-framework weby-homelab.github.io Local-first control plane for verifiable AI-assisted software engineering and Linux operat 23 Claude Code, Codex 3 —
towerwatchman/Atlas Atlas in Electron 23 Claude Code, Codex, OpenCode 2 1,199 tok
vlazic/mcp-server-manager A cross-platform, single-binary manager for Model Context Protocol (MCP) servers, built wi 23 Claude Code 1 3,838 tok
balakumardev/perplexity-web-wrapper Use your existing Perplexity subscription with MCP - no API costs. Web wrapper + MCP serve 23 Claude Code, Codex, OpenCode 2 939 tok
MidaTechnology/Situation-aggregation-monitoring A real-time global situation monitoring dashboard: aggregates multi-source news, market da 23 Claude Code, Codex, OpenCode 2 3,098 tok
Laksh-star/competitive-intelligence AI-powered competitive intelligence monitor using CocoIndex, Tavily Search, and LLM extrac 23 Claude Code 1 1,239 tok
re-cinq/wave re-cinq.github.io Multi-agent pipelines for AI-assisted development 23 Claude Code, Codex, Gemini CLI, OpenCode 29 4,733 tok
happyhappy-jun/writing-driven-autoresearch Multi-agent harness + complete run record of the 1st-place entry at Ralphthon@ICML2026 — t 23 Claude Code 1 1,575 tok
thaleslaray/smartzap smartzap-nine.vercel.app 23 Claude Code 1 2,562 tok
webdevtodayjason/mct2032 webdevtodayjason.github.io ESP32 Pen Testing Dev Project 23 Claude Code 1 1,545 tok
ddalcu/ghost-canvas AI-controlled visual design tool. LLM designs, humans view. 23 Claude Code, GitHub Copilot 4 3,921 tok
marianfoo/local-llm-client-for-sap-consultants-librechat This is fork of LibreChat to showcase the usage with MCP Server for SAP Data 23 Claude Code, Codex, OpenCode 2 1,742 tok
zish-rob-crur/nucleus-apple-mcp A macOS Model Context Protocol (MCP) server that acts as the central nervous system for yo 23 Claude Code, Codex, OpenCode 26 631 tok
bkuri/jesse-mcp Jesse trading framework MCP server for LLM agents 23 Claude Code, Codex, OpenCode 5 1,809 tok
andrelandgraf/fullstackrecipes fullstackrecipes.com A Shadcn registry and collection of production-ready patterns and step-by-step guides (rec 23 Claude Code, Codex, OpenCode 2 1,126 tok
DailybotHQ/deepworkplan-skill deepworkplan.com Turn any repository AI-first and run resumable, long-horizon Deep Work Plans with any codi 23 Claude Code, Codex, OpenCode 2 7,439 tok
Consiliency/pmcp MCP Gateway - A meta-server for minimal Claude Code tool bloat with progressive disclosure 23 Claude Code, Codex, OpenCode 7 1,258 tok
psyb0t/docker-claudebox ciprian.51k.eu Claude Code in a Docker image built on aicodebox, with an HTTP API, an OpenAI-compatible e 23 Claude Code 1 —
hoophq/fence hoop.dev Guardrails for AI coding agents — block catastrophic tool calls before they run. Semantic, 23 Claude Code 1 1,815 tok
docxology/template doi.org Reproducible research publishing template for Python research projects: a declared pipelin 23 Claude Code, Codex, OpenCode 2 27,378 tok
Hainrixz/claude-db tododeia.com The multi-paradigm database expert for Claude Code — design a schema, audit it on two neve 23 Claude Code 1 1,319 tok
a-church-ai/church achurch.ai A digital sanctuary for human-AI fellowship. Prayers, practices, rituals, hymns, and philo 23 Claude Code, Codex, OpenCode 2 7,704 tok
Brain2k-0005/Lumeo lumeo.nativ.sh Modern, accessible Blazor UI the shadcn way: use it from NuGet or own the source via CLI + 23 Claude Code 3 1,159 tok
RobithYusuf/mcp-camoufox MCP server for stealth browser automation via Camoufox — 100+ tools, npx install, anti-bot 23 Claude Code, Codex, OpenCode 2 5,849 tok
badchars/cloud-audit-mcp Cloud security audit tools for AI agents — AWS, Azure, GCP misconfiguration detection via 23 Claude Code 1 757 tok
arthurgailes/r-package-skills Agentic AI for R 23 Claude Code 1 1,218 tok
xobotyi/cc-foundry Claude Code plugins its author uses every day: coding, commit, planning, and writing disci 23 Claude Code 2 2,154 tok
numikel/law-scrapper-mcp A comprehensive Model Context Protocol (MCP) server for accessing and analyzing Polish leg 23 Claude Code 4 2,159 tok
Intense-Visions/harness-engineering Mechanical constraints for AI agents. Ship faster without the chaos. 23 Claude Code, Codex, OpenCode 6 25,428 tok
smekai/taskplanner 23 Claude Code, Codex, Cursor, OpenCode 4 4,696 tok
Delphine-L/claude_global Global skills and commands for Claude, focus on Galaxy and bioinformatics 23 Claude Code 1 374 tok
ojanlubis/pdflokal pdflokal.id Edit PDF Gratis. LOKAL!!! 23 Claude Code 1 3,846 tok
aiproxer/aiproxer Any agent. Any model. Your subscriptions. One proxy. 23 Claude Code, Codex, Kiro, OpenCode 64 15,027 tok
yanchuk/claude-plugin-codex Codex plugin that lets Codex consult local Claude Code for advice, reviews, adversarial ch 23 Claude Code, Codex, OpenCode 2 540 tok
m4yk3ldev/notebooklm-mcp MCP server for Google NotebookLM — 27 tools for notebooks, sources, research, and studio c 23 Claude Code, Gemini CLI 2 4,401 tok