How real projects configure their agents

3,542 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 agents7,510Claude Code6,601Data and AI3,691Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291Frontend2,248Security2,004Productivity1,708

All Claude Code32,107 Codex23,261 OpenCode22,036 GitHub Copilot3,542 Gemini CLI1,912 Cursor1,737 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
simatic-ax/io Library with IO handling in ST 6 GitHub Copilot 1 1,651 tok
henkaku-center/omise-interface omise.henkaku.org 6 Codex, GitHub Copilot, OpenCode 2 110 tok
dnsabby/MSITM.6341 Python Class Shared Project Directory 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 61 933 tok
jl-cmd/claude-dev-env 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 7 1,113 tok
Oncorporation/filesystem_server Give AI agents access to additional folders in Visual Studio 2022 5 GitHub Copilot 1 60 tok
KevinRabun/FedRAMP20xMCP MCP server for querying FedRAMP 20x requirements with Azure-first guidance 5 GitHub Copilot 2 3,979 tok
bkalafat/DiffPilot MCP server for PR review tools - diff analysis, code review, and PR title/description gene 5 GitHub Copilot 1 596 tok
muba00/gitstandup Generate daily standup notes from your git commits using AI 5 GitHub Copilot 1 562 tok
prasadabhishek/photographi-mcp Visual Intelligence Command Center - A Local Computer Vision Engine for Photo Libraries 5 GitHub Copilot 1 69 tok
yohasacura/drawio-mcp MCP server for creating draw.io / diagrams.net XML files programmatically 5 GitHub Copilot 2 11,422 tok
Gunnarguy/PlaudBlender Local-first Plaud recording pipeline and personal knowledge timeline with Python, SQLite, 5 GitHub Copilot 1 1,653 tok
zircote-plugins/adr zircote-plugins.github.io Claude Code plugin for complete ADR lifecycle management with multi-format support (MADR, 5 Claude Code, GitHub Copilot 1 256 tok
sidrat2612/agent-policykit pypi.org For teams using multiple AI coding agents: detect the repo stack, generate Copilot, Claude 5 GitHub Copilot 1 5,039 tok
yash-gadodia/claude-init Make any repo AI-native in one command — detects your stack and generates a tailored CLAUD 5 Claude Code, GitHub Copilot 6 561 tok
malwarebo/nyrve Code editor with Claude baked in. Every change is verified before you see it. 5 Claude Code, Codex, GitHub Copilot, OpenCode 32 13,073 tok
Lycheetah/Lycheetah-Framework lycheetah.github.io AI alignment framework. Nine interdependent theories — CASCADE, AURA, LAMAGUE and six mor 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 8,892 tok
Priyans-hu/tokenmeter priyans-hu.github.io macOS menu bar app for Claude Code token usage visualization 5 Claude Code, GitHub Copilot, Cursor 3 1,216 tok
zebbern/termstack An open-source agentic vibe coding platform that helps you build your own platform (Claude 5 Claude Code, GitHub Copilot 12 15,538 tok
flitzrrr/agent-skills Curated collection of AI agent skills for Antigravity, Claude Code, OpenCode & similar AI 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 1,855 tok
HsuanYuLee/polaris A Claude Code workspace template with AI skills for JIRA, PRs, code review, estimation, an 5 Claude Code, GitHub Copilot 4 6,948 tok
webmaxru/is-ai-native isainative.dev Audit public GitHub repositories for AI coding readiness across Copilot, Claude Code, and 5 Claude Code, Codex, GitHub Copilot 38 316 tok
fakiho/neohive neohive.alionix.com One command. Your AI agents can talk to each other. The MCP collaboration layer for Claude 5 Claude Code, GitHub Copilot, Cursor, Gemini CLI 19 5,336 tok
DongDuong2001/pudo-code-system dongduong2001.github.io Modular, scalable, automated development intelligence. 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 8 1,949 tok
nobrainer-tech/nobrainer-tech-skills nobrainer.tech Portable agentic workflows for guarded autonomy, visible sessions, SDD, decisions, RCA, ev 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 4,743 tok
AppsYogi-com/adsense-mcp-server A CLI-installable MCP (Model Context Protocol) server that enables Claude, Cursor, and oth 5 GitHub Copilot 1 686 tok
sandraschi/ai-games-collection Web-based games collection with 100+ games and AI opponents 5 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 2,134 tok
Bortlesboat/bitcoin-api Self-hostable Bitcoin fee intelligence API with optional MCP and x402 integrations. Former 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,843 tok
webdevelopers-eu/zolinga zolinga.org 🤖 A PHP framework built by people, for AI. Lightweight, extensible, and handcrafted from 5 GitHub Copilot 1 2,658 tok
marcominerva/McpServerAspNetCore Minimal implementation of an MCP sample server featuring API Key authentication, CORS supp 5 GitHub Copilot 1 1,001 tok
colinwilliams91/gaitor-orchestrator-cli npmjs.com CLI for AIDDLC -- Scaffolded, parallelized, context aware agent runtime in seconds. 5 Codex, GitHub Copilot, OpenCode 6 4,548 tok
smss123/ABP-ai-skills skill and agent to make your ai strong in abp work and project 5 Claude Code, GitHub Copilot 2 3,728 tok
noboru-i/web-development-toolbox npmjs.com MCP Server for various web development utilities. 5 Claude Code, GitHub Copilot 2 1,164 tok
TomasHubelbauer/bun-mcp A script-based local MCP server demonstration. The server is built in Bun and runs in VS C 5 GitHub Copilot 1 253 tok
rodionlim/portfolio-manager-go Your own personal AI portfolio manager. Any OS. Any Platform. The penguin way. 🐧 5 Codex, GitHub Copilot, OpenCode 2 1,204 tok
erraggy/oastools erraggy.github.io OpenAPI Specification (OAS) tools for validating, parsing, fixing, converting, diffing, jo 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 20 11,190 tok
jmerelnyc/paygate-402 Turn any API or MCP server into a paid service 5 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 657 tok
klodr/faxdrop-mcp Send real faxes from any MCP-enabled AI assistant. Wraps the FaxDrop API (PDF/DOCX/JPG/PNG 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,359 tok
AndurilCode/accordo medium.com An MCP (Model Context Protocol) server that provides structured workflow guidance to guide 5 Claude Code, GitHub Copilot 2 1,640 tok
anilcancakir/laravel-agent-mcp Read-only MCP (Model Context Protocol) server for Laravel. Give Claude Code, Cursor, and A 5 Claude Code, GitHub Copilot 3 2,601 tok
nvdigitalsolutions/mcp-ai-wpoos nvdigitalsolutions.com NV Digital Open Operator System (NV oOS) is an Object-Oriented AI framework for WordPress 5 Claude Code, Codex, GitHub Copilot, OpenCode 73 36,914 tok
ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 3,432 tok
srnichols/plan-forge Forge rough ideas into drift-proof execution contracts for AI coding agents. 6-step pipeli 5 Claude Code, GitHub Copilot 13 22,480 tok
rnixai/rnix rnix.ai An operating system for AI agents — Unix philosophy: process, VFS, syscalls. Go 1.26. 5 Claude Code, Codex, GitHub Copilot 2 15,311 tok
theharithsa/dynatrace-mcp-otel Dynatrace MCP Server is an AI‑assistant back‑end that lets clients query Dynatrace data, e 5 GitHub Copilot 1 679 tok
provasign/prism provasign.dev Semantic change intelligence for coding agents — complete impact sets, edit-ready context, 5 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 14 5,303 tok
Aditya251610/opentool opentool.space Open-source MCP server. Give AI agents authenticated access to GitHub, Notion, Slack and 1 5 Claude Code, Codex, GitHub Copilot 4 819 tok
agent-receipts/openclaw obsigna.dev Agent Receipts / Obsigna plugin for OpenClaw — cryptographically signed audit trail for ag 5 Claude Code, Codex, GitHub Copilot, OpenCode 6 1,940 tok
LEEI1337/phantom-neural-cortex Professional multi-AI development environment with intelligent cost optimization (<5/month 5 Claude Code, GitHub Copilot 27 991 tok
sabbour/agentweaver sabbour.me Run an AI agent on a task inside a sandboxed git worktree, stream every step live, and gat 5 Claude Code, Codex, GitHub Copilot, OpenCode 38 796 tok
fabioc-aloha/Alex_Plug_In Transform GitHub Copilot into a sophisticated AI learning partner with meta-cognitive awar 5 Claude Code, Codex, GitHub Copilot 200 137,391 tok