How real projects configure their agents

31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
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
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
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
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
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
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
mnzralee/claude-multi-agent-architecture manazir.dev A production-ready, reusable template for building sophisticated multi-agent AI systems wi 7 Claude Code, Codex, OpenCode 6 2,944 tok
EveryInc/garbage-man Provider-neutral email review and future-mail cleanup for AI agents 7 Claude Code, Codex, OpenCode 2 203 tok
ychamel/RepoResident Git-native project intelligence harness for AI coding agents. Adds persistent state, codeb 7 Claude Code, Codex, OpenCode 2 1,673 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
ProblemFactory/vibespace A backend-agnostic web workspace for coding agents (Claude Code, Codex, …) — manage many c 7 Claude Code 1 32,290 tok
aterrylu/autonomOS Multi-agent harness for CLI coding agents — orchestrate Claude Code, Codex, and more. 7 Claude Code, Codex, OpenCode 3 9,343 tok
mfmezger/ai_agent_dotfiles Dotfiles for Coding Agent Configs with Skills etc. For Claude Code, Codex, Pi, OpenCode an 7 Claude Code, Codex, OpenCode 2 1,579 tok
e06084/claude-screenwriting aistory.base44.app Structured screenwriting skills for Claude Code + Obsidian 7 Claude Code 1 716 tok
kahflane/whatsapp-mcp Give your AI agent a WhatsApp account — an MCP server with 87 tools for reading, sending, 7 Claude Code 1 2,220 tok
jeffjjohnston/counterpoise-ledger A web-based double-entry accounting application for personal finance management, built wit 7 Claude Code, Codex, OpenCode 3 2,767 tok
Seonh0/naver-land-mcp An MCP server for querying nationwide apartment listings, market prices, and actual transa 7 Claude Code 1 803 tok
zykooooooooo/SeekMoney-ai 🔍 Discover user pain points on social media with AI-driven clustering and analysis for ta 7 Claude Code 1 2,178 tok
zilet/cairn codespaces.new Self-hosted wellness OS for training, nutrition and longevity. Connects your labs, lifting 7 Claude Code, Codex, OpenCode 3 7,836 tok
princeofscale/bloxforge Open-source AI agent toolkit for Roblox Studio 7 Claude Code 1 3,597 tok
guvense/hellyee Make music in Ableton Live by talking to Claude — mixes and masters by actually reading th 7 Claude Code 8
thisis-romar/opendeck-factory Programmatically generate, edit, and pack Elgato Stream Deck profiles — MCP server + Claud 7 Claude Code 4 1,337 tok
hjl2004-10/Agent-Worlds Multi-Agent OS for LLM-powered NPCs — AI characters live, wander, and talk autonomously in 7 Claude Code, Codex, OpenCode 2 7,749 tok
Hochfrequenz/aibap.mcp MCP server for SAP ABAP development via ADT REST API 7 Claude Code 1 5,478 tok
joshsmithxrm/power-platform-developer-suite joshsmithxrm.github.io Pro-grade tooling for Power Platform developers 7 Claude Code, GitHub Copilot 30 1,152 tok
archimedes-run/omniHarness archimedes.run OmniHarness is an open-source super agent harness that orchestrates sub-agents, persistent 7 Claude Code, Codex, GitHub Copilot 12 1,717 tok
badchars/dns-security-mcp npmjs.com 104-tool DNS Security Intelligence MCP Server — DNSSEC, hijacking, tunneling, typosquattin 7 Claude Code 1 444 tok
mdlopresti/mealie-mcp Model Context Protocol (MCP) server for Mealie recipe management, meal planning, and shopp 7 Claude Code 3 1,824 tok
etalab-ia/albert-code Bundle agentic coding souverain : OpenCode + agent-vm + Albert API + skills État + MCP 7 Claude Code, Codex, OpenCode 2 3,657 tok
fa-mc/vibe-cading vibe-cading.ai 3D model generators with CadQuery for humans and LLM agents 7 Claude Code, Codex, OpenCode 3 2,397 tok
dsebastien/obsidian-agentic-resource-discovery-server dsebastien.github.io An Obsidian plugin that enables configuring and exposing agentic resources based on the Ag 7 Claude Code, Codex, OpenCode 3 10,015 tok
qbtrix/ripple-iui 🌊 The Semantic Interface Engine for the Agentic Web. Generative UI from JSON specs, with 7 Claude Code 1 967 tok
isamisushi/katamari isamisushi.github.io Terminal diff review with real LSP and stacked-PR-like review units — hover, go-to-definit 7 Claude Code, Codex, OpenCode 3 1,638 tok
agno-agi/agentos-docker docs.agno.com AgentOS: Serve agents over API, MCP, and chat interfaces like Slack 7 Claude Code, Codex, OpenCode 11 15,226 tok
hermes-labs-ai/hermeneutic hermes-labs.ai Mines corrections from your AI agent's chat logs to catch recurring drift and overclaiming 7 Claude Code, Codex, OpenCode 2 1,284 tok