How real projects configure their agents

23,196 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
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
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
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
ChainBench/OpenChainBench openchainbench.com Open, reproducible benchmarks for crypto infrastructure: aggregators, bridges, blockcha 7 Claude Code, Codex, OpenCode 3 472 tok
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
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
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
aterrylu/autonomOS Multi-agent harness for CLI coding agents — orchestrate Claude Code, Codex, and more. 7 Claude Code, Codex, OpenCode 3 9,343 tok
AI-Routing-Research-Institute/codex-provider-hub A local multi-provider routing hub for Codex and Claude Code: integrates CC Switch and sup 7 Codex, OpenCode 2 1,193 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
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
getsetmind/DalamudMCP Windows-local MCP server and Dalamud plugin for observing FFXIV state and executing opt-in 7 Codex, OpenCode 1 556 tok
yugash007/edu-agent-skills Reusable educational skills for AI coding agents. Turn agents (Gemini CLI, Claude Code, Cu 7 Codex, OpenCode 1 569 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
atlyslabs/gideon engineering.atlys.com Open-source AI work assistant. Connects to Gmail, Slack, Calendar, Notion, Linear and GitH 7 Codex, OpenCode 1 4,243 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 7 Codex, OpenCode 1 646 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
shiaho777/revx Rust reverse-engineering toolkit with CLI and local MCP server. 7 Codex, OpenCode 1 569 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
appautomaton/pi-arcweld appautomaton.com Pi Arcweld, an auditable local workspace for Pi: pinned upstream source, curated extension 7 Codex, OpenCode 1 1,146 tok
drohi-r/companion-mcp ecube-entertainment.com MCP server for Bitfocus Companion with 53 tools for verified button control, styling, pres 7 Codex, OpenCode 1 249 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
tzxzhaohao/cesiumDesign tzxzhaohao.github.io Framework-neutral Cesium effects SDK for WebGIS dashboards, digital twins, and AI-assisted 7 Codex 1
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
smaramwbc/statewave-web statewave.ai Official website for Statewave — open-source memory runtime for AI agents 7 Codex, GitHub Copilot, OpenCode 2 1,633 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
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
durandom/skills 7 Claude Code, Codex, OpenCode 18 615 tok
TronLink/tronlink-skills 7 Claude Code, Codex, OpenCode 2 1,378 tok
dodobrands/ai-hub 7 Claude Code, Codex, OpenCode 25 2,512 tok
huanbin233/jinjiancheng-skill jinjiancheng-skill 7 Claude Code, Codex, OpenCode 2 1,810 tok
malda231125/TradingAgents-KR Korea-market multi-agent equity research framework (KOSPI/KOSDAQ) — CLI-first LLM executio 7 Claude Code, Codex 2 1,553 tok
Andyduck-ops/omp-flow omp-flow is all u need, a harness built from first principles at the lowest level 7 Claude Code, Codex, OpenCode 25 1,095 tok
jstoup111/ai-conductor 7 Claude Code, Codex, OpenCode 8 10 tok
singchia/gospec Go backend SDLC spec skill for AI coding agents 7 Codex, OpenCode 1 876 tok
moda-labs/bobi-agent Event-driven AI agent framework 7 Claude Code, Codex, OpenCode 4 4,725 tok
felipenalves/InvOS inovadigitalid.com INVOS — memória pro seu agente de IA. Para de reexplicar quem você é em toda sessão. Multi 7 Claude Code, Codex, OpenCode 2 1,345 tok
CopilotKit/Generative-UI-Global-Hackathon-Starter-Kit 7 Claude Code, Codex 11
sayantan94/AppliedIn appliedin.dev An agentic workflow that finds matching roles, tailors your resume, and automates job appl 7 Claude Code, Codex, OpenCode 2 4,048 tok