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
Jott2121/agent-gate MCP server that adds a fail-closed quality gate and hash-chained receipt ledger to any AI 3 Codex, Cursor, OpenCode 2 2,093 tok
kensaurus/mushi-mushi kensaur.us 🦖Know why your AI-built app broke — plain-English diagnosis + ready fix, in your editor. 3 Codex, Cursor, OpenCode 7 26,050 tok
smriti-memcore/smriti-memcore A neuro-inspired memory architecture for AI agents 3 Claude Code, Cursor 3 215 tok
valeo-cash/x402-payments-skill sentinel.valeocash.com The most comprehensive x402 payments skill for AI coding agents. Build paid APIs on Base & 3 Cursor 1 1,665 tok
apervashov/typescript-learning-assistant apervashov.github.io Learn TypeScript with Handbook-aligned exercises, a local progress tracker, and AI mentor 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,660 tok
mvtandas/wordpress-claude-stack Drop-in AI coding setup for WordPress developers — CLAUDE.md + .cursorrules + Copilot inst 3 Claude Code, GitHub Copilot, Cursor 3 2,590 tok
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
ricardocaste/flutter-cursor-rules Flutter App Expert .cursorrules 3 Cursor 1 589 tok
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 16 9,401 tok
solutionforest/neo-skill AI coding assistant instructions for Neo CLI — works with Claude Code, GitHub Copilot, Cur 3 Codex, Cursor, OpenCode, Windsurf 3 25,658 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
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 1,840 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 18,841 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 —
sandraschi/database-operations-mcp MCP server and webapp for database operations with 15 portmanteau tools supporting SQLite, 3 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 1,472 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
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
Leviathan0x0/Chronicle-MCP pypi.org Local, private AI chat history search & memory MCP server: index Cursor, Claude, ChatGPT a 3 GitHub Copilot, Cursor, Windsurf 3 184 tok
dimasrahmandaalfarizi/Awesome-AI-Tools 3 Claude Code, Codex, Cursor, OpenCode 3 392 tok
babywyrm/mcpnuke MCP red teaming & security scanner — enumerate, probe, and exploit Model Context Protocol 3 Codex, Cursor, OpenCode 6 1,956 tok
mitchellbernstein/openquant quantfetch.ai The open-source operating system for quant trading. AI agents, risk engine, insider monito 3 Claude Code, Codex, Cursor, OpenCode 3 3,916 tok
Zoverions/AXIOM-MESH zoverions.com AXIOM Mesh 0.12.0-dev.3: local-first, fail-closed coordination substrate for human and mac 3 Claude Code, Codex, Cursor, OpenCode 3 2,281 tok
imMamdouhaboammar/get-things-done Autonomous execution & work modeling engine for AI agents (Claude Code, ChatGPT, Codex, Ge 3 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 9 3,207 tok