How real projects configure their agents

43,547 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 agents7,521Claude Code6,606Data and AI3,688Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295Frontend2,250Security2,004Productivity1,709

All Claude Code32,116 Codex23,280 OpenCode22,053 GitHub Copilot3,543 Gemini CLI1,915 Cursor1,736 Windsurf119 Kiro77

Project Stars Configures Files Always loaded
mezmo/aura mezmo.com AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles th 356 Claude Code 1 5,114 tok
AliRn76/panther pantherpy.github.io Fast & Friendly Web Framework For Building Async APIs With Python 3.10+ 355 Codex, OpenCode 1 1,143 tok
mapbox/mcp-server Mapbox Model Context Protocol (MCP) server 354 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,525 tok
tinystruct/tinystruct tinystruct.org A lightweight, modular Java application framework for web and CLI development, des 354 Claude Code, Codex 1
Naroh091/hermes-war-room UI layer for the native Hermes orchestration features 354 Claude Code 1
mediar-ai/mcp-server-macos-use macos-use.dev AI agent that controls computer with OS-level tools, MCP compatible, works with any model 354 Claude Code 1 648 tok
imran31415/kube-coder helm chart for a isolated dev coding environment pod in kubernetes 354 Claude Code 8
Lyellr88/marm-memory lyellr88.github.io Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS C 354 Codex, OpenCode 1 2,165 tok
droidrun/mobile-harness mobile-harness.com Skills for controlling Android, iOS and cloud phones 354 Codex, OpenCode 1 930 tok
AndrewDryga/emisar emisar.dev Let AI agents investigate and operate infrastructure through declared actions, bounded by 353 Claude Code, Codex, Gemini CLI, OpenCode 30 1,937 tok
0xku/kon Kon is a minimal coding agent (and also a highly opinionated one) 353 Claude Code, Codex, OpenCode 3 305 tok
leiting-eric/DailyBrief leiting-eric.github.io Daily AI news briefings · GitHub trending + X trending articles + market technical analysi 353 Claude Code, Codex, OpenCode 2 1,642 tok
coffeegrind123/gemini-for-claude-code This python program allows you to use Claude Code with Google's Gemini models. 353 Claude Code 1 2,184 tok
VasiHemanth/tokentelemetry tokentelemetry.com Token telemetry dashboard for AI autonomous and coding agents — tracks tokens, sessions, t 352 Claude Code, Codex, OpenCode 9 91 tok
YoshiiRyo1/document-templates-for-aws 352 Claude Code 4 1,659 tok
ttommyth/interactive-mcp Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP serv 352 GitHub Copilot 1 121 tok
judder659/Forven 352 Codex, OpenCode 1 2,634 tok
earthtojake/step.parts step.parts 12,000+ open source STEP parts for your next CAD project 352 Claude Code, Codex, OpenCode 2 2,579 tok
mysticaltech/marketingskills Marketing skills for AI agents (Agent Skills spec). Fork of coreyhaines31/marketingskills 352 Claude Code, Codex, OpenCode 2 1,574 tok
cbcoutinho/nextcloud-mcp-server Nextcloud MCP Server 352 Claude Code 5 8,569 tok
Kohei-Wada/taskdog kohei-wada.github.io Terminal task manager with intelligent schedule optimization.Keyboard-only. No dragging, n 351 Claude Code 1 2,462 tok
Singtaa/OneJS onejs.com Your web skills, now in Unity. 351 Claude Code, Codex, OpenCode 2 3,440 tok
rainnoon/oc-claw oc-claw.ai A desktop pet that monitors your AI coding agents (OpenClaw, Claude Code, Codex, Cursor, G 350 Claude Code 1 9,271 tok
coleam00/remote-agentic-coding-system Remote Coding Agent for the Dynamous Agentic Coding Course and special Black Friday livest 350 Claude Code 1 3,827 tok
86maid/ddddocr Rust version of ddddocr and ocr_api_server, with binary releases and CAPTCHA recognition; 350 Claude Code, Codex 1
terancejiang/Turtle_investment_framework Guigui Strategy’s Claude Code/Cowork workflow and corresponding screener; requires the Tus 350 Claude Code 5
obra/superpowers-chrome Claude Code plugin for direct Chrome browser control via DevTools Protocol - zero dependen 350 Claude Code 1 3,399 tok
fizzbee-io/fizzbee fizzbee.io Easiest-ever formal methods language! Designed for developers crafting distributed systems 350 Claude Code, GitHub Copilot 7 5,657 tok
jerrywu001/cc-sessions-viewer support cc/codex/grok build/kimicode/pi/antigravity cli/opencode sessions viewer, skills m 350 Claude Code, Codex, OpenCode 15 3,185 tok
ghost-in-the-droid/android-agent ghostinthedroid.com Open-source framework to drive a real phone with AI agents: Android over ADB, iPhone over 350 Claude Code 1 324 tok
iansinnott/obsidian-claude-code-mcp Connect Claude Code and other AI tools to your Obsidian notes using Model Context Protocol 350 Claude Code 1 1,557 tok
apache/skywalking-banyandb skywalking.apache.org An observability database aims to ingest, analyze and store Metrics, Tracing and Logging d 350 Claude Code, Codex, OpenCode 2 2,253 tok
kaanozhan/Frame frame.cool ADE( Agentic Development Environment) The spec-driven environment for AI coding agents, wh 349 Claude Code 4
peterroelants/peterroelants.github.io peterroelants.github.io Blog 349 Claude Code, Codex, OpenCode 2 679 tok
ascorbic/am-i-vibing Detect agentic coding environments and AI editors 349 Claude Code 1 1,832 tok
kingbootoshi/codex-orchestrator Delegate tasks to OpenAI Codex agents via tmux sessions. Designed for Claude Code orchestr 349 Claude Code, Codex 1 506 tok
jahala/tilth Smart(er) code reading for humans and AI agents. Reduces cost per correct answer by ~40% o 349 Claude Code, Codex, OpenCode 2 3,000 tok
FalkorDB/code-graph code-graph.falkordb.com A code-graph demo using GraphRAG-SDK and FalkorDB 348 Claude Code, Codex, OpenCode 2 1,897 tok
amantus-ai/llm-codes llm.codes Transform developer documentation to clean Markdown 348 Claude Code 1 572 tok
IvanLi-CN/tavily-hikari ivanli-cn.github.io 348 Codex, OpenCode 4 1,811 tok
ellipticmarketing/modelrelay Local router that benchmarks free coding models across providers and forwards requests to 348 Codex, OpenCode 1 1,514 tok
AvivK5498/The-Claude-Protocol Mutli-Agent orchestration workflow for Claude Code with automated task management using Be 348 Claude Code 4
tingly-dev/tingly-box Your Intelligence, Orchestrated. Every builder. Every team. Every agent. For Everyone. 348 Claude Code 4 819 tok
aerovato/container container.aerovato.com Persistent Linux workspaces for agentic development. 348 Claude Code, Codex, OpenCode 2 173 tok
shanggqm/codexU shanggqm.github.io macOS desktop widget for OpenAI Codex usage, quota tracking, token usage, and today task b 348 Claude Code, Codex, OpenCode 3 2,193 tok
vercel-labs/before-and-after jm.sv 348 Claude Code, Codex, OpenCode 3 450 tok
Dimillian/FoundationChat A chat app with iOS 26 Foundation Models 347 Claude Code 1 1,511 tok
neohaskell/NeoHaskell neohaskell.org ⏩ NeoHaskell is a dialect of Haskell that is focused on newcomer-friendliness and producti 347 Claude Code, Codex, OpenCode 19 3,088 tok
Lap-Platform/LAP lap.sh Your agents are guessing at APIs. Give them the actual Agent-Native spec. 1500+ API's Read 347 Claude Code 2 971 tok
langchain-ai/langchain-aws Build LangChain Applications on AWS 347 Claude Code, Codex, OpenCode 2 3,480 tok