How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
muloka/claude-plugins jj (Jujutsu) plugins for Claude Code that keep coding agents on jj — hard-wall git enforce 7 Claude Code 7 1,377 tok
reggiechan74/cc-plugins Claude Code Plugin marketplace 7 Claude Code 1 420 tok
chapmanjw/minecraft-java-fabric-claude-plugin Claude Plugin with Skills and Agents for the MCP Server Mod for Minecraft Java Edition and 7 Claude Code 1 2,351 tok
WolframInstitute/ClaudePluginComputationalResearch Wolfram-centric Claude plugin for AI-assisted computational research 7 Claude Code 1 1,644 tok
jawhnycooke/claude-plugins Directory of high quality Claude Code Plugins. 7 Claude Code 1 1,001 tok
cdeistopened/kdp-kings-wiki Ask KDP Kings — Claude Code plugin for Amazon self-publishing. 12 skills, 15 framework gui 7 Claude Code 1 1,406 tok
bitflight-devops/skilllint The best platform agnostic Linter for AI agent plugins and skills — validates structure, f 7 Claude Code, Codex, OpenCode 6 3,399 tok
BENZEMA216/music-analyzer Claude Code plugin — analyze audio files, extract musical features, generate Dreamina prom 7 Claude Code 10 632 tok
nguyenvanduocit/confluence-mcp A Go-based Model Context Protocol (MCP) server for integrating AI assistants with Atlassia 7 Claude Code 1 825 tok
ajhcs/healthcare-data-mcp 18 local MCP servers for public healthcare market intelligence: facilities, ownership, qua 7 Codex, OpenCode 1 54 tok
aws-geospatial/amazon-location-agent-context Amazon Location Service context for AI coding assistants — available as Kiro Powers, Claud 7 Claude Code, Codex, OpenCode 2 2,436 tok
alexmond/alexmskills alexmond.org A curated Claude Code plugin marketplace of reusable, self-improving skills and agents — e 7 Claude Code, Codex, OpenCode 3 6,263 tok
microsoft/github-advisory-mcp MCP tools for semantic search in github/advisory-database 7 Codex, OpenCode 1 1,159 tok
sumithr/sumo-qa pypi.org MCP server that brings senior-QA discipline to AI coding assistants — test planning, TDD, 7 Claude Code, Codex, GitHub Copilot, OpenCode 9 2,294 tok
essentialproject/essential-view-builder-mcp This MCP (Model Context Protocol) server provides tools and resources for building high-qu 7 Claude Code, Codex, Gemini CLI, OpenCode 3 373 tok
bshandley/homelab-mcp MCP server for homelab management - Docker, OPNsense, and TrueNAS integration 7 Claude Code 1 1,839 tok
Whatsonyourmind/deckforge landing-two-beta-63.vercel.app Executive-ready slides, one API call away. API-first AI presentation engine with 32 slide 7 Claude Code 1 2,210 tok
SethGame/mcp_flexsim mcp server for FlexSim 7 Codex, OpenCode 1 700 tok
pwelty/mcp_trilium paulwelty.com 🌳 Model Context Protocol (MCP) server for Trilium Notes - Connect your knowledge base to 7 Claude Code, Codex, OpenCode 2 181 tok
danielscholl-osdu/osdu-mcp-server A MCP server that communicates to an OSDU Instance 7 Claude Code, GitHub Copilot 6 1,918 tok
jazzsequence/5eMCP 7 Claude Code, Codex, OpenCode 2 3,626 tok
u33pk/mitmproxy-mcp 7 Claude Code, Codex, OpenCode 2 4,470 tok
sandraschi/filesystem-mcp FastMCP 3.2.0+ server plus webapp for comprehensive file system operations, Git repository 7 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,627 tok
GangGreenTemperTatum/fbdl-mcp facebook.com MCP Server for Meta Hackers, use agents to create FBDL scripts. FBDL is a tool designed to 7 Claude Code, Codex, OpenCode 5 3,464 tok
venikman/fpf-memory mcp.fpf.sh Hosted MCP server + slim wiki projection of the First Principles Framework (FPF) by Anatol 7 Claude Code, Codex, OpenCode 2 2,838 tok
zealoushacker/aviation-weather-mcp MCP server for aviation weather from https://aviationweather.gov/data/api/ 7 Claude Code 1 498 tok
jinkeda/Illustrator_MCP 7 Claude Code, Codex 1
pgmnemo/pgmnemo pgmnemo.com Multi-agent memory substrate for PostgreSQL — provenance-gated, vector-hybrid recall 7 Codex, OpenCode 1 8,496 tok
The-Swarm-Corporation/mcp-scribe swarms.ai Point it at an OpenAPI schema. Get an MCP server. 7 Claude Code 1 2,113 tok
SlideSpeak/slidespeak-onbrand slidespeak.co Design context for AI agents 7 Claude Code, Codex, OpenCode 7 186 tok
jzjzzzzzzz/IntentForge Intent-preserving deterministic CAD pipeline for editable, validated CadQuery models. 7 Codex, OpenCode 1 207 tok
x746b/mac_forensics-mcp MCP server for macOS Digital Forensics and Incident Response (DFIR) 7 Claude Code 1 2,692 tok
tough-tongue/toughtongue-skills toughtongueai.com Agent skills and MCP server for Tough Tongue AI. Create voice-agent scenarios, refine them 7 Claude Code, Codex, OpenCode 2 2,486 tok
jordanburke/joplin-mcp-server 7 Claude Code 1 1,061 tok
anishmoncivarghese/docsift Convert documents once. Give agents only what they need — PDFs and Office files to clean M 7 Claude Code 1 718 tok
ChainBench/OpenChainBench openchainbench.com Open, reproducible benchmarks for crypto infrastructure: aggregators, bridges, blockcha 7 Claude Code, Codex, OpenCode 3 472 tok
yagyeshVyas/VibeGuard vibe-guard-site-ivory.vercel.app Free security & privacy scanner for AI-coded apps. 766 rules, 84 MCP tools, 13-layer defen 7 Claude Code 2
EYamanS/chisel An MCP server that lets AI agents build, edit, render, and export real 3D models from prim 7 Claude Code, Codex, OpenCode 2 404 tok
ToolingTools/SimView simview.dev MCP App that streams a live iOS Simulator / Android device into Codex, Cursor, and Claude 7 Codex, OpenCode 1 1,285 tok
roian6/apple-health-ai-bridge healthbridge.chanhyo.dev Bring Apple Health to any AI agent—privately. Open-source iPhone app on the App Store, aut 7 Codex, OpenCode 1 486 tok
plmbr/nui nui.plmbr.dev A multi-agent & multi-harness AI agent management and orchestration system 7 Claude Code 1 3,063 tok
Mr-AK-AI/agent-office Terminal-native delegation for local CLI agents. Launch and message real agents in isolate 7 Claude Code, Codex, OpenCode 2 57 tok
Dankosik/go-service-template-rest Go REST API template and Golang microservice boilerplate, AI-native for coding agents, wit 7 Claude Code, Codex, OpenCode 3 1,557 tok
EveryInc/garbage-man Provider-neutral email review and future-mail cleanup for AI agents 7 Claude Code, Codex, OpenCode 2 203 tok
Annihilater/token-stats token-stats.com CLI for tracking AI coding token usage & costs across Claude Code, Codex, Cursor, Gemini, 7 Codex, OpenCode 1 3,374 tok
AstroQore/auspex Watch every AI coding agent running on your Mac — Claude Code, Codex, Cursor, Grok Build, 7 Claude Code, Codex, OpenCode 2 4,264 tok
dravr-ai/dravr-embacle docs.rs Rust library wrapping 12 AI CLI tools as pluggable LLM providers — with OpenAI API client, 7 Claude Code, Codex, OpenCode 11 3,401 tok
gabrielzucco/cerebro-inevita inevitasociety.com Company Brain open source: segundo cérebro de negócio local-first que roda no agente de IA 7 Claude Code, Codex, Gemini CLI, OpenCode 23 3,950 tok
pierreprudh/KLIDE Local-first agent IDE for steering Codex, Claude Code, OpenCode, and local models with vis 7 Claude Code, Codex 1 12,534 tok
ProblemFactory/vibespace A backend-agnostic web workspace for coding agents (Claude Code, Codex, …) — manage many c 7 Claude Code 1 35,140 tok