How real projects configure their agents

23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com 8 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 15,123 tok
moberghr/mtk-agent-toolkit moberghr.github.io A Claude Code plugin that enforces your team's coding standards, security policies, and re 8 Claude Code, Codex, OpenCode 43 2,333 tok
leefowlercu/agent-kit My Codex / Claude Code Plugin Marketplace 8 Claude Code, Codex, OpenCode 2 979 tok
L3DigitalNet/Claude-Code-Plugins Plugins for Claude Code 8 Claude Code, Codex, OpenCode 4 2,068 tok
Data-Wise/himalaya-mcp data-wise.github.io Privacy-first email MCP server + Claude Code plugin wrapping himalaya CLI 8 Claude Code, Codex, OpenCode 2 9,317 tok
anotherpanacea-eng/apodictic APODICTIC: AI Developmental Editing Plugin for Claude 8 Claude Code, Codex, OpenCode 3 3,883 tok
solana-mobile/solana-mobile-skills Agent skills for Solana Mobile development (Claude Code, Codex, OpenCode, Cursor, Gemini, 8 Codex, OpenCode 1 1,160 tok
essentialproject/essential-view-builder-mcp This MCP (Model Context Protocol) server provides tools and resources for building high-qu 8 Claude Code, Codex, Gemini CLI, OpenCode 3 373 tok
uyu423/requarks-wiki-mcp npmjs.com MCP server for Wiki.js knowledge-base read/write operations 8 Claude Code, Codex, OpenCode 3 2,856 tok
thebtf/netcoredbg-mcp 8 Claude Code, Codex, OpenCode 2 3,643 tok
jazzsequence/5eMCP 8 Claude Code, Codex, OpenCode 2 3,626 tok
koshimazaki/UE-AUDIO-MCP Game audio systems generation via MCP. Wwise + MetaSounds + Blueprint — complete audio wor 8 Claude Code, Codex, OpenCode 8 213 tok
u33pk/mitmproxy-mcp 8 Claude Code, Codex, OpenCode 2 4,470 tok
GangGreenTemperTatum/fbdl-mcp facebook.com MCP Server for Meta Hackers, use agents to create FBDL scripts. FBDL is a tool designed to 8 Claude Code, Codex, OpenCode 5 3,464 tok
gpulga/ableton-dj-mcp MCP server for AI-assisted electronic music production in Ableton Live 8 Claude Code, Codex, OpenCode 2 1,499 tok
pgmnemo/pgmnemo pgmnemo.com Multi-agent memory substrate for PostgreSQL — provenance-gated, vector-hybrid recall 8 Codex, OpenCode 1 8,496 tok
Rahulk644/Appflowy-MCP-Server Open-source MCP server for AppFlowy Cloud — let AI agents read, build, and edit your works 8 Codex, OpenCode 1 833 tok
tough-tongue/toughtongue-skills toughtongueai.com Agent skills and MCP server for Tough Tongue AI. Create voice-agent scenarios, refine them 8 Claude Code, Codex, OpenCode 1 2,770 tok
JustinBeckwith/pylon-mcp MCP server for Pylon customer support platform 8 Codex, OpenCode 1 299 tok
MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, 8 Claude Code, Codex, OpenCode 2 2,834 tok
rhinocap/raven-mcp Design intelligence MCP server — principles, patterns, tokens, and strategy for AI-generat 8 Claude Code, Codex, OpenCode 3 1,162 tok
Aero25x/ASO-Copilot persocia.com Self-hosted App Store Optimization tracker with keyword rank tracking, competitor spying, 8 Claude Code, Codex, OpenCode 2 79 tok
up2itnow0822/agentpay-mcp npmjs.com Non-custodial x402 MCP payment layer for AI agents — the open-source alternative to Vercel 8 Codex, Cursor, OpenCode 2 1,841 tok
Asixa/codemap-skill 🧹 A code janitor for AI agents — map any codebase into functional modules, score every mo 8 Codex, OpenCode 1 504 tok
vanducng/skills skills.vanducng.dev A daily-driver collection of skills for agentic coding - a portable, agent-agnostic catalo 8 Claude Code, Codex, OpenCode 2 1,036 tok
stark-ai-de/agent-skills stark-ai-de.github.io Public Agent Skills for Codex operations, Cursor operations, Claude operations, repo maint 8 Codex, OpenCode 1 1,392 tok
Dankosik/go-service-template-rest Go REST API template and Golang microservice boilerplate, AI-native for coding agents, wit 8 Claude Code, Codex, OpenCode 3 2,075 tok
mnzralee/claude-multi-agent-architecture manazir.dev A production-ready, reusable template for building sophisticated multi-agent AI systems wi 8 Claude Code, Codex, OpenCode 6 2,959 tok
pranav7/domux domux.dev domux is an open-source terminal multiplexer for AI coding agents. 8 Claude Code, Codex, OpenCode 6 5,939 tok
husker/a2acast Zero-infrastructure A2A messaging between AI agents on different machines — Claude, ChatGP 8 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,517 tok
EveryInc/garbage-man Provider-neutral email review and future-mail cleanup for AI agents 8 Claude Code, Codex, OpenCode 2 203 tok
bitwise-media-group/evolve A cli tool for evaluating coding agent plugins with a multi-tier approach. 8 Claude Code, Codex, OpenCode 3 3,191 tok
plwslpld-arch/agent-harness-internals plwslpld-arch.github.io A Chinese Agent Harness source-code textbook for developers: explains Codex, Claude, Gemin 8 Codex, OpenCode 1 963 tok
CitiesSkylinesModding/agents-plugins 🤖 Drive your Coherent Gameface game's UI with a Claude/Codex plugin with an MCP server an 8 Claude Code, Codex, OpenCode 4 3,863 tok
dravr-ai/dravr-embacle docs.rs Rust library wrapping 12 AI CLI tools as pluggable LLM providers — with OpenAI API client, 8 Claude Code, Codex, OpenCode 3 560 tok
kelvinkosbab/AppBootstrapAI agent steering for Apple (Swift 6.4 / SwiftUI / App Intents / Mac touch) and Android (Kot 8 Claude Code, Codex, OpenCode 3 20,682 tok
viplee110/economics-paper-reviewer Portable AI pre-review skill for economics papers across Codex, Claude Code, Cursor, and o 8 Claude Code, Codex, OpenCode 2 425 tok
ensemblr-hq/ensemblr ensemblr.dev Desktop orchestrator for Pi and Claude Code. Every stream of work gets its own git worktre 8 Claude Code, Codex, OpenCode 8 3,217 tok
alsoleg89/doubt alsoleg89.github.io Turn contested questions into interactive, source-grounded evidence maps. 8 Codex, OpenCode 1 257 tok
lanseqingling/lantern An open-source comics workspace for individual comic creators, supporting story and asset 8 Codex, OpenCode 1 2,060 tok
slxca/opencontext opencntx.dev A Model Context Protocol server for persistent project-specific AI agent context. 8 Claude Code, Codex, OpenCode 2 1,538 tok
senlindesign/coding-wrapped codingwrapped.com A local-first Coding Wrapped Skill for Claude Code and Codex. 8 Codex, OpenCode 1 315 tok
VuDZ/RoslynMcpServer Roslyn-powered C# MCP server for AI agents. Enables semantic code analysis, precise diagno 8 Claude Code, Codex, Cursor, OpenCode 3 1,059 tok
Coding-Dev-Tools/click-to-mcp coding-dev-tools.github.io Wrap any Click or Typer CLI as an MCP server for AI agent integration 8 Codex, OpenCode 1 646 tok
opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, 8 Claude Code, Codex, OpenCode 3 1,671 tok
Hehejie1/NoteMeld notemeld.wiki NoteMeld is a self-hosted AI knowledge workspace that automatically organizes web pages, v 8 Claude Code, Codex, OpenCode 2 2,698 tok
cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools 8 Claude Code, Codex, OpenCode 5 608 tok
insciqq/AIQSA Self-hosted AI workspace for small and medium teams: every major model on your own API key 8 Claude Code, Codex, OpenCode 2 2,690 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 719 tok
guitaripod/wwdc-sessions Agent-native knowledge base of Apple WWDC sessions (2014-2026, Tech Talks, Meet with Apple 8 Codex, OpenCode 1 1,264 tok