How real projects configure their agents

1,729 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 agents7,450Claude Code6,586Data and AI3,698Backend and APIs3,488Languages3,402Planning3,191Git and workflow3,129Code review2,728Memory and context2,353Testing2,330DevOps and cloud2,293Research2,288Writing and docs2,283Frontend2,242Security1,990Productivity1,704

All Claude Code32,053 Codex23,184 OpenCode21,956 GitHub Copilot3,523 Gemini CLI1,906 Cursor1,729 Windsurf98 Kiro64

Project Stars Configures Files Always loaded
studioalexwolf/cursor-design-rules foundation.alexwolf.studio 3 free design rules that stop your AI from shipping amateur UI. Load into Cursor, Claude C 3 Cursor 1 2,886 tok
div197/BOB-Gemini-Free bob-gemini-free.abcsteps.com High-performance local 3-in-1 gateway unlocking Google Gemini as standard OpenAI, Anthropi 3 Claude Code, Codex, Cursor, OpenCode 3 13,942 tok
taberoajorge/loopforge Desktop AI loop orchestrator that drives open source coding CLIs (Claude Code, Codex, Curs 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 15 2,917 tok
fluxinc/dicom-mcp-server A server for managing contextual data in DICOM tools, supporting medical imaging and machi 3 Cursor 1 97 tok
aokihu/mcp-teamate MCP server for AI cooperation 3 Cursor 1 208 tok
AgileLuminary/mcp-agile-luminary agileluminary.com An MCP server for connecting with Agile Luminary Project Management Application 3 Cursor 1 63 tok
langgexyz/cursor-rules 3 Cursor 1 585 tok
barrosohub/frontend-stack-blueprint Canonical frontend stack blueprint for AI coding agents: TypeScript, React, Vite, Vitest, 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 5 6,864 tok
kevglynn/ai-dev-playbook AI-native development methodology — rules, skills, and scripts for working with coding age 3 Claude Code, Codex, Cursor, OpenCode 11 2,209 tok
ricardocaste/flutter-cursor-rules Flutter App Expert .cursorrules 3 Cursor 1 589 tok
kristiyan-velkov/ai-security-rules Security rules and best practices for common applications, focused on real-world threats a 3 Claude Code, Cursor 1
brendancol/xarray-spatial-skills Repository for AI-assistant skills related to xarray-spatial 3 Claude Code, Cursor 30 602 tok
hly-AI/codingplan 3 Codex, Cursor, OpenCode 7 777 tok
goldbuick/zed-software-system zed.cafe A zzt-inspired web based software framework 3 Cursor 6
LastBotInc/cursor-rules-tools 3 Claude Code, Cursor 2 1,155 tok
S13G/engineering-standards-plugin Cross-domain software engineering standard principles for AI coding agents (Claude Code, C 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,971 tok
WenBin6/thesis-md-word-workflow A standard SOP skill for quickly drafting papers with AI tools, which can be combined with 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,153 tok
RajanChavada/Rosetta CLI tool that scaffolds and syncs agentic AI rules/skills across distinct and fragmented I 3 Claude Code, GitHub Copilot, Cursor 3 1,849 tok
erionrb/agent-sdd-kit Spec-driven AI practice workspace: OpenSpec SDD workflow, mirrored Claude/Cursor skills, a 3 Claude Code, Cursor 13 691 tok
matiaszaldarriaga/ai-workspace-framework-core Another attempt that lives inside projects 3 Claude Code, Cursor 29 183 tok
vguleaev/cursor-todo-prompt-kit Simple Cursor prompt library to manage agent memory TODO.md file 3 Claude Code, Cursor 4
seeker71/Coherence-Network coherencycoin.com Open intelligence platform that traces every idea from inception to payout — with fair att 3 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 17 21,136 tok
solutionforest/neo-skill AI coding assistant instructions for Neo CLI — works with Claude Code, GitHub Copilot, Cur 3 Codex, Cursor, OpenCode 2 17,317 tok
hexiaochun/seedance2-api Out-of-the-box Seedance 2.0 API skill — just one API key to generate AI videos. 3 Cursor 1
turlockmike/mcp-rand Random Number and more generator (Includes UUID, numbers, password, dice, cards and more) 3 Cursor 1 75 tok
sandraschi/windows-operations-mcp Windows system administration via MCP — services, registry, accounts, event logs, networki 3 Claude Code, Codex, Cursor, OpenCode 3 865 tok
Brahim-Benzarti/Shopify_store-MCP MCP server for Shopify store operations via Admin and Storefront APIs 3 Claude Code, Cursor 2 1,327 tok
vakandi/ElevenLabsMcp-Windows elevenlabs.io The official ElevenLabs MCP server 3 Cursor 1 629 tok
sandraschi/openclaw-molt-mcp FastMCP 2.14+ server bridging MCP clients ( Cursor, Antigrav, Claude …) with the OpenClaw 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 6 2,475 tok
agenticpay-dev/agenticpay agenticpay-dev.github.io MCP-native pay-per-tool-call micropayments for AI agents (Solana + USDC + x402) 3 Claude Code, Cursor 3 1,692 tok
abhisavakar/codeimpact Persistent codebase understanding for Claude, Cursor & AI coding assistants via MCP 3 Claude Code, Cursor 2 4,457 tok
ifmelate/document-reader-mcp Universal MCP server for extracting text from various document formats and converts to .md 3 Cursor 1 986 tok
FASTPROD/ContextEngine npmjs.com MCP server — AI agents that remember across sessions. Zero API keys, 100% local. 3 Claude Code, GitHub Copilot, Cursor 6 18,694 tok
bugparty/resume-mcp-server 3 Codex, Cursor, OpenCode 2 2,587 tok
cristip73/MCP-email-server 3 Claude Code, Cursor 2 2,976 tok
UmarHassanKhan929/react-profiler-mcp Bridge React’s Profiler API to Model Context Protocol (MCP): a local companion server + br 3 Claude Code, Cursor 19
praveen-palanisamy/autodemo praveenp.com Demos as code — generate demo videos, interactive walkthroughs & marketing captures from y 3 Codex, Cursor, OpenCode 2 513 tok
sandraschi/database-operations-mcp MCP server and webapp for database operations with 15 portmanteau tools supporting SQLite, 3 Claude Code, Codex, Cursor, OpenCode 3 978 tok
sandraschi/comfyops-mcp Fastmcp server and webapp for handling comfy (which is famously non-comfy) 3 Claude Code, Codex, Cursor, OpenCode, Windsurf 4 1,045 tok
Suzu-Testing/metasploit-cursor-harness Agentic penetration testing harness bridging Cursor AI agents with Metasploit Framework vi 3 Claude Code, Codex, Cursor, OpenCode 63 2,469 tok
AmanKtyr/Tailor npmjs.com Stop vibe-coding bloat & token waste. Unified AI Coding-Agent & Spec-Driven Development (S 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 23 3,693 tok
IA-Entertainment-git-organization/gemini-mcp-server Gemini MCP-Server 3 Cursor 1 266 tok
lucyfuur94/youtrack-integration Youtrack MCP 3 Cursor 1 91 tok
metagit-ai/metagit-cli metagit-ai.github.io Situational awareness across Git repositories. 3 Codex, GitHub Copilot, Cursor, OpenCode 3 2,975 tok
leancoderkavy/meepo A local, privacy-first AI agent (Rust) that connects LLMs to your email, calendar, browser 3 Claude Code, Codex, Cursor, OpenCode 3 3,624 tok
Farzannajipour/cursor-react-rules Production-ready Cursor AI rules and commands for React + Next.js developers 3 Cursor 1 785 tok
vepo/contraponto blogs.commit-mestre.dev Self-hostable multi-author blog platform built with Quarkus, HTMX, and PostgreSQL. Per-use 3 Claude Code, Codex, Cursor, OpenCode 22 3,706 tok
TMTrevisan/unified-sf-docs-mcp npmjs.com Unified MCP server for scraping Salesforce developer documentation and searching a local S 3 Cursor 1 227 tok
Archolith/menhir archolith.dev Provenance, governed context, and code-impact analysis for coding agents. 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 670 tok
CSOAI-ORG/music-production-ai-mcp meok.ai MEOK AI Labs MCP Server 2 Cursor 1 76 tok