How real projects configure their agents

23,157 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 agents7,557Claude Code6,620Data and AI3,682Backend and APIs3,496Languages3,401Planning3,217Git and workflow3,165Code review2,733Testing2,364Memory and context2,364DevOps and cloud2,310Writing and docs2,303Research2,297Frontend2,252Security2,013Productivity1,710

All Claude Code31,977 Codex23,157 OpenCode22,109 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,739 Windsurf129 Kiro79

Project Stars Configures Files Always loaded
publisher-skill/publisher Publish HTML frontend games to the AI Game MCP platform. 29 Codex, OpenCode 1 1,801 tok
charlie-labs/daemons Charlie Labs catalog of suggested daemon files and agent skills. 29 Codex, OpenCode 1 1,224 tok
halo-dev/cli npmjs.com CLI for Halo, Halo for Agents. 29 Codex, GitHub Copilot, OpenCode 2 2,095 tok
mennanov/blockwatch Language agnostic linter that keeps your code and documentation in sync and valid 29 Claude Code, Codex, OpenCode 3 2,920 tok
kirbah/mcp-youtube High-efficiency YouTube MCP server: Get token-optimized, structured data for your LLMs usi 29 Codex, OpenCode 1 1,354 tok
tropeai/trope-cua trope.ai Background computer use for desktop agents on Windows and macOS 29 Codex, OpenCode 1 1,285 tok
redis-developer/adk-redis redis-developer.github.io Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, 29 Claude Code, Codex, OpenCode 2 259 tok
ginkida/agent-dispatch pypi.org MCP server + CLI that lets Claude Code agents delegate tasks to agents in other project di 29 Codex, OpenCode 1 4,481 tok
derrickgong87/product-idea-excavator Open-source bilingual Claude Skill for product discovery interviews and high-quality PRDs. 29 Codex, OpenCode 1 6,140 tok
Z-Bra0/Ski skicli.com Install AI agent skills from Git into Claude, Codex, Cursor, and OpenClaw with a manifest, 29 Claude Code, Codex, OpenCode 2 418 tok
Litash/moomoo-api-mcp MCP Server for AI Agents to use Moomoo OpenAPI (https://www.moomoo.com/OpenAPI) 29 Codex, OpenCode 1 143 tok
wcollins/packt-netops-ai-workshop 🔧 Build Intelligent Networks with AI 29 Claude Code, Codex, OpenCode 2 1,075 tok
codefromkarl/ContextAtlas ContextAtlas — context infrastructure for AI coding agents: hybrid retrieval, project memo 29 Codex, OpenCode 1 1,144 tok
netboxlabs/netbox-best-practices Best practices for NetBox API integrations, available for multiple AI coding assistants an 29 Claude Code, Codex, OpenCode 2 3,234 tok
pe-menezes/vibeflow vibeflow.run Spec-driven development for AI agents. Define what to build, let the agent build it right. 29 Claude Code, Codex, OpenCode 2 1,217 tok
HaowenHou/AgenticResearchWiki An Agent-native Obsidian wiki + CLAUDE.md skeleton that lets Agent know your project as we 29 Claude Code, Codex, OpenCode 2 836 tok
luisfurquim/wings WINGS is an open-source, simple golang-based platform for front-end web application develo 29 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,431 tok
batosai/adonis-mcp adonis-mcp.jrmc.dev 29 Codex, OpenCode 1 1,489 tok
dhruvanbhalara/skills dhruvanbhalara.github.io Premium documentation site for Flutter Agent Skills. 29 Codex, GitHub Copilot, OpenCode 2 1,574 tok
SiwuXue/yijing-bazi-mcp-server I Ching and Bazi analysis MCP server — an intelligent fortune-analysis tool based on tradi 29 Codex, OpenCode 1 551 tok
oculairmedia/Bookstack-MCP MCP server for the bookstack service 29 Codex, OpenCode 1 333 tok
devondragon/MotionMCP MCP Server for Use Motion Task Management System 29 Claude Code, Codex, OpenCode 2 2,173 tok
systempromptio/systemprompt-template systemprompt.io AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a sin 29 Claude Code, Codex, OpenCode 3 5,651 tok
LunarWerxs/RepoYeti repoyeti.com Run git from your phone, safely. A self-hosted daemon + mobile PWA: live repo grid, git-gr 29 Codex, OpenCode 1 2,298 tok
pmwl0128/pokemon_champion_agent champion.mpan.top Pokémon Champions Agent Skills set for battle dex, metagame data, exact damage/Speed calcu 29 Claude Code, Codex, OpenCode 2 3,962 tok
miniLV/Plexus minilv.github.io One-click setup for MCP servers, skills, and rules across AI coding agents, including Clau 29 Claude Code, Codex, OpenCode 2 9,480 tok
Fioooooooo/FylloCode fyllocode.cc FylloCode is an open-source desktop application that connects local Coding Agents such as 29 Claude Code, Codex, OpenCode 8 1,008 tok
Daghis/teamcity-mcp Model Context Protocol (MCP) server for JetBrains TeamCity: control builds, tests, agents 29 Claude Code, Codex, OpenCode 2 2,706 tok
0hardik1/awsmux Run one AWS CLI command across hundreds of AWS accounts in parallel. MCP built in for AI a 29 Claude Code, Codex, OpenCode 2 2,650 tok
nirholas/mcp-notify nirholas.github.io Monitor the Model Context Protocol (MCP) Registry for new, updated, and removed servers. G 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 827 tok
Infisical/ai-skills AI skills and MCP connection for Infisical -- Stop your AI from hallucinating about Infisi 29 Codex, OpenCode 1 2,391 tok
nirholas/boosty 29 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 670 tok
jiadizhunine/deeptutor jiadizhunine.github.io Academic advisor due-diligence skill for Codex, Claude Code, and other agents | Academic a 29 Codex, OpenCode 1 3,612 tok
marselsel/Lexware-MCP-Server Self-hostable MCP server with OAuth 2.1 — connect Claude, ChatGPT, or any other MCP-capabl 29 Codex, OpenCode 1 163 tok
mikeshu2001/personal-brain-builder Local-first agent workflow for building private cross-project memory with explicit consent 29 Claude Code, Codex, Gemini CLI, OpenCode 3 348 tok
agent-next/agent-ready agent-ready.org Codebase readiness scoring for autonomous agents — measurable operability standards beyond 29 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,068 tok
putervision/WebCrypt putervision.github.io Zero-dependency Web Crypto suite & Model Context Protocol (MCP) server for AES-256-GCM, RS 29 Claude Code, Codex, GitHub Copilot 6 4,928 tok
robert7/remnote-mcp-server MCP server and CLI for connecting AI agents, OpenClaw/Hermes workflows, local automation, 29 Claude Code, Codex, Gemini CLI, OpenCode 3 2,152 tok
LeandroPG19/Memorys registry.modelcontextprotocol.io Persistent memory MCP server for AI agents — Rust, 19 tools, knowledge graph, Hebbian lear 29 Codex, OpenCode 1 402 tok
electrikhq/slate slate.electrik.dev Slate - a Laravel Blade UI Kit is a set of anonymous blade components built using Tailwind 29 Codex, OpenCode 1 445 tok
korovin-aa97/talkthrough-mcp pypi.org Recordings in. Agent-ready evidence out. Local-first MCP for transcripts, keyframes, OCR, 29 Claude Code, Codex, OpenCode 3 911 tok
hail-hq/hail hail.so Give your agent a real phone number and an email inbox — in minutes, not days. 29 Claude Code, Codex 3 1,718 tok
mintuz/skills My collection of Claude Code Agents & Skills for web and iOS Development 29 Claude Code, Codex, OpenCode 2 3,671 tok
FedRAMP/2026 fedramp.github.io Website tools for the FR Consolidated Rules for 2026 29 Codex, OpenCode 1 1,235 tok
tale-project/tale tale.dev The Orchestrator for AI Agents — Connect OpenClaw, Hermes Agent, Claude Code, Codex, Curso 29 Claude Code, Codex, GitHub Copilot, OpenCode 7 2,458 tok
leanprover/lean-beam Claude/Codex skill and local workflow layer for efficient interaction with Lean 4 and Mont 29 Claude Code, Codex, OpenCode 2 1,600 tok
Navyum/chrome-extension-yuque yuque.toolab.top Batch export Yuque documents to local storage. What you see is what you can download. Supp 29 Claude Code, Codex, OpenCode 2 3,561 tok
WildChildForLife/lantern A terminal board for the conversations your coding agents leave behind — Claude Code and 29 Claude Code, Codex, OpenCode 2 3,445 tok
stefan-jansen/coding-agent-toolkit Cross-agent workflow toolkit (Claude Code + Codex) — align/plan/ship/handoff verbs with sh 29 Claude Code, Codex, OpenCode 3 1,346 tok
nebius/nebius-physical-ai 29 Claude Code, Codex, Cursor, OpenCode 3 6,118 tok