How real projects configure their agents

1,724 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 agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
r5rana/agentware Framework that makes your LLM self-aware, loops with self-learning and persistent memory t 24 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 34 4,731 tok
winsenlabs/platos platos.dev Platos is the only runtime infrastructure you will need to deploy, monitor and manage agen 24 Claude Code, Cursor 1
frostyard/snosi A bootable container image build system using mkosi for creating Debian-based bootable con 24 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 13 23,403 tok
verdikta/verdikta-applications Example applications using the Verdikta blockchain. 24 Codex, Cursor, OpenCode 2 1,311 tok
HypoxanthineOvO/Hypo-Workflow Serialized prompt execution engine for AI agents — TDD pipeline, self-review, interrupt re 24 Claude Code, GitHub Copilot, Cursor, OpenCode 57 721 tok
djm81/chroma_mcp_server MCP Server for ChromaDB integration into Cursor with MCP compatible AI models 24 Cursor 1 629 tok
rice-awa/AutoGradAI An AI large-model system for automatically grading English essays, built with LangChain an 24 Cursor 1 315 tok
wangjianjq/Skill Auto agents 23 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 45 8,297 tok
lihenair/techtranslate Technical article translation 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 338 tok
pubky/pubky-app pubky.app 23 Claude Code, Codex, Cursor, OpenCode 4 1,713 tok
ArcadeAI/docs docs.arcade.dev Documentation for Arcade AI 23 Claude Code, Codex, Cursor, OpenCode 4 1,673 tok
bsv-blockchain/spv-wallet-go-client docs.bsvblockchain.org Go client for interacting with spv-wallet 23 Cursor 1 217 tok
RahmatRafiq/laravel-12-spattie-media-and-roles 23 Claude Code, Cursor, Gemini CLI 3 4,065 tok
kazuph/mcp-screenshot Repository for MCP screenshot functionality 23 Cursor 1 26,805 tok
fleXRPL/cursor-rules-dynamic A powerful VSCode extension for dynamic management and analysis of .cursorrules files in C 23 Cursor 1 1,066 tok
sruja-ai/sruja sruja.ai A CLI-first autonomous coding agent where the actor never grades itself. Every edit is gro 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,132 tok
sandraschi/worldlabs-mcp FastMCP 3.2 server and webapp wrapping the World Labs Marble API — generate navigable 3D 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,374 tok
agiledon/openmole The framework and skills of BDR(Bad smell Driven Refactoring) methodology 23 Claude Code, Cursor 32
tech-leads-club/nj-mmo A fully playable, low-poly 3D MMORPG that runs entirely in your browser — an authoritative 23 Codex, Cursor, OpenCode 3 1,182 tok
Sistema2D/FrameCode-VibeWork Document framework for AI-assisted development (vibe coding), with governance, traceabilit 23 Codex, Cursor, OpenCode 2 1,596 tok
sandraschi/freecad-mcp FreeCAD 3D CAD automation via FastMCP — headless document/export plus FluidX3D/OpenFOAM CF 23 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 1,513 tok
archmaxai/archmax archmax.ai A semantic layer for your data: archmax describes it, you sharpen it, agents query it. 22 Claude Code, Codex, Cursor, OpenCode 10 1,013 tok
MercurieVV/ScalaSemantic mercurievv.github.io MCP server for deep semantic analysis of Scala via SemanticDB — exact find-usages, class h 22 Claude Code, Codex, Cursor, OpenCode 15 2,538 tok
ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and 22 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 9,312 tok
hev/vibecheck vibescheck.io Fast and intuitive evals on any LLM 22 Claude Code, Cursor 2 3 tok
JBorgia/signaltree A powerful, type-safe, modular signal-based state management solution for Angular applicat 22 Codex, GitHub Copilot, Cursor, OpenCode 6 12,445 tok
conradkoh/raggrep Local semantic search and retrieval 22 Claude Code, Codex, Cursor, OpenCode 4 2,202 tok
gemvc/gemvc gemvc.de A lightweight, server-agnostic PHP framework (Swoole/Nginx/Apache) designed for building h 22 Cursor 2 1,588 tok
rqzrqh/matchengine_rust A simple memory-matchengine written in rust. 22 Cursor 1
lelele-cloud/ai-comic-drama One-click AI-generated animated dramas 22 Claude Code, Codex, Cursor, OpenCode 4 143 tok
carlrannaberg/cclint Linter for Claude Code project files 22 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 4,110 tok
AgentSystemLabs/launch-pad 22 Claude Code, Cursor 3 8,258 tok
ertra/pm-brain-for-cursor AI for Product Managers 22 Claude Code, Codex, Cursor, OpenCode 18 1,590 tok
Kabi10/cursor-rules npmjs.com Detect your stack and auto-generate AI editor rules - AGENTS.md (Cursor, Copilot, Codex, C 22 Cursor 1 396 tok
ctxpipe-ai/ctxpipe ctxpipe.ai Self-learning context infrastructure for AI engineering agents. Connect repos, docs, and t 22 Claude Code, Codex, Cursor, OpenCode 53 6,813 tok
cpuguy96/StepCOVNet Deep Learning to Create StepMania SM FIles 22 Claude Code, Codex, Cursor, OpenCode 12 1,611 tok
TexasFortress-AI/rs_filesystem MCP Filesystem tools written in Rust 22 Cursor 1 560 tok
Horosheff/aura-designer 21 Claude Code, Cursor 4
xiarongwen/boss-auto-job 🎯 BOSS Zhipin skill — search + AI matching + automatic applications (Camoufox stealth mod 21 Claude Code, Codex, Cursor, OpenCode 3 2,967 tok
CCDawn/Vibelution Local-first multi-agent workbench: coding, research teams, Git, evolution & evidence on yo 21 Codex, Cursor, OpenCode 2 3,056 tok
Clarity-Digital-Twin/brain-go-brrr A brain-computer interface project focused on EEG signal processing and neural representat 21 Claude Code, Codex, Cursor, OpenCode 3 17,809 tok
heymegabyte/claude-skills claude.megabyte.space 14-category autonomous product-building OS for 32+ AI coding tools. One-line prompts → dep 21 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 6 3,789 tok
zitadel/nextgen zitadel-next-docs.vercel.app A Zitadel Preview 21 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 10 9,606 tok
ilang-ai/Mem-Forever ilang.ai Every AI tool forgets you after every session. This repo doesn't. Ever. Zero install, zero 20 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 5,305 tok
R44VC0RP/cursor.link cursor.link gists but for cursor rules, easy to share 20 Claude Code, Cursor 1
taazkareem/twitter-mcp-server A repository for the Twitter MCP server 20 Cursor 1 176 tok
chuanmingliu/mcp-webresearch MCP web research server (give Claude real-time info from the web) 20 Cursor 1 62 tok
B3Pay/ic-reactor ic-reactor.b3pay.net IC-Reactor: A suite of JavaScript libraries for seamless frontend development on the Inter 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 6,741 tok
sordi-ai/skill-everything Git-versioned agent memory: agents that never make the same mistake twice. Anthropic-Skill 20 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 4,060 tok
sandraschi/ocr-mcp FastMCP server providing advanced OCR capabilities with current state-of-the-art models (D 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 736 tok