How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
Green-PT/honey-for-devs Honey (I Shrunk the AI) by GreenPT: a cross-tool coding skill that cuts AI coding-agent to 296 Codex, GitHub Copilot, Kiro, OpenCode 3 9,511 tok
ling-kong-ran/pisper pisper.cc Multi-agent app for parallel sessions, tools, memory, workflows, desktop, terminal, and mo 296 Codex, OpenCode 1 4,657 tok
neon-solutions/add-mcp add-mcp.com The open MCP config tool - npx add-mcp 296 Claude Code, Codex, OpenCode 2 632 tok
nkarasiak/qgis-mcp Connect QGIS to AI agent through the Model Context Protocol (MCP) 296 Claude Code 3 3,710 tok
vizra-ai/vizra-adk Build, test, and deploy intelligent AI agents the Laravel way 295 Claude Code 1 2,486 tok
Cecilapp/Cecil cecil.app A simple and powerful content-driven static site generator. 295 Codex, GitHub Copilot, OpenCode 3 1,074 tok
prisma/language-tools marketplace.visualstudio.com 🌐 Prisma Language Tools = Language Server and Prisma's VS Code extension. 295 Claude Code, Codex, OpenCode 2 807 tok
microsoft/Build-CLI build.microsoft.com Experience Microsoft Build, directly from your terminal, with GitHub Copilot CLI and the M 295 Claude Code, Codex, OpenCode 1 946 tok
CounterpartyXCP/counterparty-core counterparty.io Counterparty Protocol Reference Implementation 295 Codex, OpenCode 1 279 tok
HarmonicSecurity/claudit-sec Security audit tool for Claude Desktop and Claude Code on macOS — single-command visibilit 295 Claude Code 1 2,074 tok
Rudra-ravi/wikipedia-mcp pypi.org A Model Context Protocol (MCP) server that retrieves information from Wikipedia to provide 295 Codex, OpenCode 1 119 tok
InBrowserApp/InBrowserApp inbrowser.app 📦 InBrowser.App is a project to build and collect web apps that fully run in the browser 295 Claude Code, Codex, OpenCode 9 5,426 tok
daydreamlive/DEMON daydreamlive.github.io DEMON: Diffusion Engine for Musical Orchestrated Noise 295 Claude Code, Codex, OpenCode 2 1,353 tok
GreyhavenHQ/greywall greywall.io Container-free, deny-by-default sandbox for AI coding agents. Kernel-enforced filesystem, 295 Claude Code 1 749 tok
SirAllap/agentglass sirallap.github.io 🛰 Every AI coding agent on your machine, on one screen — live cost, tokens and tool calls 295 Claude Code 1 1,982 tok
pskoett/pskoett-ai-skills Skills for AI agents 295 Claude Code, Codex, GitHub Copilot, OpenCode 3 4,836 tok
Dicklesworthstone/ultimate_bug_scanner Static analysis tool that catches 1000+ bug patterns across all popular programming langua 295 Claude Code, Codex, OpenCode 3 9,306 tok
PlamenTSV/plamen Autonomous Web3 security audit agent for Claude Code 295 Claude Code, Codex 1 1,396 tok
mrgoonie/human-mcp human.goclaw.sh Bringing Human Capabilities to AI Agents 294 Claude Code 42 269 tok
SAP/fundamental-ngx sap.github.io Fundamental Library for Angular is SAP Design System Angular component library 294 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 19 5,994 tok
ufo5260987423/scheme-langserver Scheme language server 294 Codex, OpenCode 1 8,773 tok
xiaotonng/pikiloom xiaotonng.github.io Put the world's smartest AI agents & plugins in your pocket 294 Claude Code, Codex, OpenCode 2 1,624 tok
amxv/mcp-manager mcp-manager.ashray.xyz simple web ui to manage mcp (model context protocol) servers in the claude app 294 Cursor 1 100 tok
asdecided/core asdecided.com Native deterministic engine and read-only MCP server for engineering decisions. 294 Claude Code, Codex, GitHub Copilot, OpenCode 8 10,859 tok
wordflowlab/article-writer A tool for writing WeChat Official Account articles using Claude Code, Cursor, Codex, and 294 Claude Code, Codex, OpenCode 2 286 tok
sazardev/shiki sazardev.github.io TUI note-taking app in Rust — Yazi-style navigation, notebooks as independent git repos, r 294 Claude Code, Codex, OpenCode 6 39,475 tok
huggingface/hf-mcp-server huggingface.co Hugging Face MCP Server 294 Codex, OpenCode 1 673 tok
aashaexo/soundshuman 294 Codex, OpenCode 1 499 tok
OpenZeppelin/contracts-wizard wizard.openzeppelin.com Interactive smart contract generator based on OpenZeppelin Contracts. 294 Claude Code 1
brunoborges/fx2048 brunoborges.github.io The game 2048, built using JavaFX 294 GitHub Copilot 1 1,046 tok
photon-hq/cli npmjs.com Use Photon in your terminal 293 Claude Code, Codex, OpenCode 2 1,482 tok
sudocode-ai/sudocode sudocode.ai Lightweight agent orchestration dev tool that lives in your repo 293 Claude Code 12
rhel-lightspeed/linux-mcp-server Tools to allow LLM clients to interact with Linux systems remotely 293 Codex, OpenCode 1 543 tok
AgriciDaniel/claude-canvas agricidaniel.com AI-orchestrated visual production for Obsidian Canvas. Create presentations, flowcharts, m 293 Claude Code 1 481 tok
fstandhartinger/ralph-wiggum Ralph Wiggum: Autonomous AI coding with spec-driven development. Point your AI agent here 293 Claude Code, Codex, Cursor, OpenCode 5 324 tok
chmonitor/chmonitor chmonitor.dev Open-source operational advisor for ClickHouse — real-time monitoring plus AI-driven index 293 Claude Code, Codex, Cursor, OpenCode 55 10,436 tok
lis186/ccxray ccxray.io X-ray vision for AI agent sessions — a transparent HTTP proxy and dashboard for Claude Cod 293 Claude Code, Codex, GitHub Copilot, OpenCode 22 7,613 tok
syncular/syncular syncular.dev Offline-first SQL sync with Typescript and Rust cores 293 Codex, OpenCode 1 2,931 tok
MontrealAI/AGI-Alpha-Agent-v0 montreal.ai META‑AGENTIC α‑AGI 👁️✨ — Mission 🎯 End‑to‑end: Identify 🔍 → Out‑Learn 📚 → Out‑Think � 292 Codex, OpenCode 1 6,566 tok
jvidalv/vital vital.josepvidal.dev Starter template for Vite with React (TypeScript). Supports Tailwind. Vitest and @react/te 292 Claude Code, Codex, OpenCode 2 7,726 tok
nanoAgentTeam/research-claw A self-hosted AI assistant for academic research — manages your papers, searches literatur 292 Claude Code 1 833 tok
bautistaaa/dotfiles 292 Codex, OpenCode 1 1,117 tok
ivo-toby/mcp-openapi-server MCP Server (Model Context Protocol) for turning OpenAPI specifications into a MCP Resource 292 Claude Code, Codex, Cursor, OpenCode 8 2,074 tok
ryanthedev/design-for-ai A Claude Code plugin that teaches visual design — typography, color, composition, proporti 292 Claude Code 1 2,787 tok
DanielPodolsky/ownyourcode ownyourcode.dev Claude Code workflow for AI-mentored development. Work efficiently with Spec-Driven Develo 292 Claude Code 30
coder/anyclaude Claude Code with any LLM 291 Claude Code, Codex, OpenCode 2 1,238 tok
mikeOnBreeze/cc-crossbeam crossbeam-permits.com CrossBeam Permits — AI-assisted building-permit plan review for cities and builders. 291 Claude Code 19
kbanc85/claudia Terminal-based AI chief of staff. Remembers relationships, tracks commitments, helps you t 291 Claude Code 1 5,144 tok
theexperiencecompany/gaia heygaia.io Your proactive personal AI assistant & companion for daily productivity 🌎 291 Claude Code, Codex, GitHub Copilot, OpenCode 81 14,400 tok
ttttmr/pi-context blog.xlab.app Letting AI Actively Manage Its Own Context 291 Codex, OpenCode 1 987 tok