How real projects configure their agents

24,692 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 agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
future-agi/future-agi futureagi.com Open-source, end-to-end platform for evaluating, observing, and improving LLM and AI agent 2,250 Claude Code, Codex 2 —
ginlix-ai/LangAlpha langalpha.ai Claude Code for Financial Market 2,244 Claude Code, Codex, OpenCode 2 5,431 tok
proma-ai/Proma proma.cool Proma brings a seamless general-purpose Agent experience to your workflow. Built for 100× 2,242 Codex, OpenCode 1 1,099 tok
numtide/llm-agents.nix numtide.github.io Nix packages for AI coding agents and development tools. Automatically updated daily. 2,241 Claude Code, Codex, OpenCode 2 3,068 tok
atomicstrata/llm-wiki-compiler llmwiki.atomicstrata.ai The knowledge compiler. Raw sources in, interlinked wiki out. Inspired by Karpathy's LLM W 2,239 Claude Code, Codex, OpenCode 2 1,426 tok
LetsFG/LetsFG letsfg.co Agent-native flight & hotel search and booking — MCP server, CLI, and Python/JS SDKs. Ever 2,234 Claude Code, Codex, OpenCode 2 17,136 tok
a2aproject/a2a-python a2a-protocol.org Official Python SDK for the Agent2Agent (A2A) Protocol 2,232 Claude Code, Codex, OpenCode 2 448 tok
Dicklesworthstone/mcp_agent_mail Deprecated: superseded by mcp_agent_mail_rust, the maintained Rust rewrite. Original Pytho 2,231 Claude Code, Codex, OpenCode 5 8,027 tok
0-AI-UG/cate cate.cero-ai.com An infinite zoomable canvas for coding. Editor, terminal, and browser panels in a spatial 2,226 Claude Code, Codex, OpenCode 2 7,416 tok
containers/kubernetes-mcp-server Model Context Protocol (MCP) server for Kubernetes and OpenShift 2,225 Claude Code, Codex, OpenCode 2 2,193 tok
MiniMax-AI/cli platform.minimax.io Generate text, images, video, speech, and music by MiniMax. 2,211 Codex, OpenCode 1 1,476 tok
Lumiwealth/lumibot lumibot.lumiwealth.com Python trading framework with AI agents that actually place the trade. Backtest, paper and 2,211 Claude Code, Codex, GitHub Copilot, OpenCode 3 20,050 tok
supreme-gg-gg/instagram-cli npmjs.com Instagram's CLI and TUI client -- The ultimate weapon against brainrot 2,199 Codex, OpenCode 1 960 tok
xiufengsun/TokenTracker tokentracker.cc Local-first AI token usage & cost tracker for 31 coding tools incl. Claude Code, Codex, Cu 2,196 Claude Code, Codex, OpenCode 2 5,821 tok
croffasia/itsaplan itsaplan.dev ⭐️⭐️⭐️ Open-source, self-hosted alternative to Linear and Plane. Project management and is 2,193 Claude Code, Codex, OpenCode 5 1,912 tok
isair/jarvis barissencan.com Private local AI assistant for your desktop. Voice and text chat, personal memory, dictati 2,188 Claude Code, Codex, OpenCode 5 3,778 tok
alpic-ai/skybridge skybridge.tech Skybridge is a full-stack TypeScript framework for MCP Apps and ChatGPT Apps. Type-safe. R 2,185 Claude Code, Codex, OpenCode 4 897 tok
Eronred/aso-skills appeeky.com AI agent skills for App Store Optimization (ASO) and app marketing. Built for indie develo 2,185 Claude Code, Codex, OpenCode 2 433 tok
Emanuele-web04/synara trysynara.com The best place to build with your AI sub 2,182 Claude Code, Codex, OpenCode 4 2,277 tok
kenn-io/msgvault msgvault.io Archive a lifetime of email and chat. Offline search, analytics, and AI query over your fu 2,179 Claude Code, Codex, OpenCode 2 2,252 tok
keitaoouchi/MarkdownView Markdown View for iOS. 2,178 Claude Code, Codex, OpenCode 2 727 tok
rynfar/meridian npmjs.com Use Claude and Antigravity with Pi, OpenCode and other coding clients. Local API bridge, u 2,178 Claude Code, Codex, OpenCode 5 1,439 tok
OpenBMB/StaffDeck staffdeck.openbmb.cn Enterprise Digital Employee Platform 2,174 Codex, OpenCode 1 773 tok
neuron-core/neuron-ai neuron-ai.dev The Agentic Framework of the PHP ecosystem to build production-ready AI driven application 2,166 Codex, OpenCode 1 1,599 tok
apache/tinkerpop tinkerpop.apache.org Apache TinkerPop - a graph computing framework 2,155 Claude Code, Codex, OpenCode 5 1,708 tok
happier-dev/happier happier.dev Web, Desktop & Mobile client and orchestrator for Codex, Claude Code, OpenCode, Pi, Cursor 2,153 Claude Code, Codex, OpenCode 68 11,336 tok
microsoft/intelligent-terminal devblogs.microsoft.com A fork of Windows Terminal with native agent integration, right in your command line. 2,146 Claude Code, Codex, GitHub Copilot, OpenCode 28 25,996 tok
4thfever/cultivation-world-simulator An open-source Cultivation World Simulator using Agentic Workflow to create a dynamic, eme 2,143 Claude Code, Codex, Cursor, OpenCode 19 7,601 tok
authgear/authgear-server authgear.com Open source Auth0/Keycloak alternative. Passkeys, SSO, MFA, passwordless, biometric login. 2,143 Claude Code, Codex, OpenCode 21 3,782 tok
ShenSeanChen/waku-agent Waku Waku! Waku Agent is a local-first AI agent harness you actually own, including loop, 2,139 Claude Code, Codex, OpenCode 8 1,697 tok
eugene1g/agent-safehouse agent-safehouse.dev Sandbox your local AI agents so they can read/write only what they need 2,136 Claude Code, Codex, OpenCode 3 1,349 tok
peteromallet/dataclaw Agent harness to publish your agent chat history as Huggingface datasets. 2,125 Claude Code, Codex, OpenCode 2 1,395 tok
agentset-ai/agentset agentset.ai The open-source RAG platform: built-in citations, deep research, 22+ file formats, partiti 2,123 Claude Code, Codex 6 —
ModelEngine-Group/fit-framework modelengine-ai.net FIT: An enterprise-grade AI development framework providing a multilingual function engine 2,117 Claude Code, Codex, OpenCode 70 819 tok
the-open-engine/zeroshot zeroshot.sh Multi-agent graph orchestration engine for autonomous software development. Independent, a 2,114 Claude Code, Codex, OpenCode 2 24,373 tok
maxritter/pilot-shell pilot-shell.com Plan, build and review software with your coding agents. Work side by side in the App or b 2,109 Claude Code, Codex, OpenCode 2 741 tok
mvanhorn/printing-press-library Official library of CLIs generated by the CLI Printing Press. Endorsed, tested, and commun 2,108 Claude Code, Codex, OpenCode 2 13,563 tok
GoogleCloudPlatform/scion 2,097 Claude Code, Codex, Gemini CLI, OpenCode 3 1,479 tok
realworld-apps/aspnetcore-realworld-example-app realworld.io ASP.NET Core backend implementation for RealWorld 2,096 Codex, OpenCode 1 643 tok
feigeCode/navop navop.dev A native, all-in-one workspace for databases, SSH, SFTP, terminals, remote desktop, monito 2,095 Claude Code, Codex, OpenCode 10 44,651 tok
Zoo-Code-Org/Zoo-Code zoocode.dev Zoo Code gives you a whole dev team of AI agents in your code editor. 2,093 Codex, OpenCode 1 1,852 tok
doobidoo/mcp-memory-service Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Clau 2,089 Claude Code, Codex, OpenCode 14 8,568 tok
lodev09/react-native-true-sheet sheet.lodev09.com The true native bottom sheet experience 💩 2,089 Claude Code, Codex, OpenCode 5 930 tok
Syngnat/GoNavi gonavi.org High-performance multi-data-source database client — ~30MB, AI & MCP ready, zero Electron 2,087 Claude Code, Codex, OpenCode 2 4,700 tok
lin-snow/Ech0 ech0.app Ech0 – An open-source, self-hosted lightweight publishing platform for personal idea shari 2,086 Codex, OpenCode 1 4,239 tok
zouyuxuan122/DSH-Desktop-EAC DeepSeek Harness Desktop (dsh-desktop). EAC: Embracing All Creation (揽尽万象). Bundled Node.j 2,085 Codex 1 —
ai4s-research/open-science openedscience.com Open Science Desktop — local-first, model-agnostic AI research workbench for macOS, Window 2,078 Claude Code, Codex, OpenCode 3 950 tok
GCWing/BitFun OpenBitFun combines a high-performance agent runtime written in Rust with a polished deskt 2,077 Codex, OpenCode 1 5,308 tok
lineofflight/frankfurter frankfurter.dev 💱 Currency data API 2,069 Claude Code, Codex, OpenCode 4 1,434 tok
coder/xum xum.coder.com A desktop app for isolated, parallel agentic development 2,068 Claude Code, Codex, GitHub Copilot, OpenCode 8 10 tok