How real projects configure their agents

22,053 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
KyaniteLabs/kinocut kinocut.dev Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools 146 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 1,690 tok
ruanrongman/IntelliConnect ruanrongman.github.io Backend service for xiaozhi-esp32 | A Powerful AI agent IoT platform core. 145 Claude Code, Codex, OpenCode 3 2,594 tok
dorkitude/linctl A Linear CLI tool built with agents in mind (but useful to humans too). Implemented in Go 145 Claude Code, Codex, Gemini CLI, OpenCode 3 659 tok
Eric-Song-Nop/mobvibe app.mobvibe.net Just a open Claude Code Remote Control 145 Claude Code, Codex, OpenCode 2 1,754 tok
antropos17/Aegis Local, monitor-first observability for AI agents: processes, file activity, TCP endpoints 145 Claude Code, Codex, OpenCode 2 1,078 tok
HHU3637kr/skills Some skills for personal use 145 Claude Code, Codex, OpenCode 2 942 tok
nexus-research-lab/nexus nexusos.cn Multi-agent collaboration platform for persistent, proactive AI agents across rooms, works 145 Claude Code, Codex, OpenCode 3 9,893 tok
NiuTrans/ToFu Self-hosted AI assistant with tool use, multi-agent orchestration, coding copilot and a li 145 Codex, OpenCode 1 1,604 tok
antonbabenko/deliberation Ask Codex, Gemini, Grok, and 400+ OpenRouter models (Qwen, Kimi, DeepSeek) for second opin 145 Claude Code, Codex, OpenCode 17 12,307 tok
askie/grix grix.im Grix : Work with agents like talking to people. 145 Claude Code, Codex, OpenCode 4 525 tok
Ducksss/codex-profiles ducksss.github.io Named CODEX_HOME profiles and ChatGPT Desktop windows with separate local state, without c 145 Codex, OpenCode 5 1,661 tok
clearcotelabs/clearcote-browser clearcotelabs.com Open-source stealth Chromium with engine-level fingerprint spoofing - de-Googled, drop-in 145 Codex, OpenCode 1 843 tok
makenotion/lore Persistent, shared AI memory backed by Notion for MCP-compatible assistants. 145 Claude Code, Codex, OpenCode 2 3,016 tok
pixel-point/animate-text pixelpoint.io 145 Claude Code, Codex, OpenCode 5 273 tok
ojowwalker77/BonsAI bonsaidev.sh A bucket for your thoughts (local boards,BYO subs for llm features) 144 Claude Code, Codex, OpenCode 3 1,220 tok
nixrajput/portfolio-nextjs nixrajput.com This repository contains the source code for a portfolio website built using Next.js, Type 144 Claude Code, Codex, OpenCode 3 3,105 tok
Aiko-IT-Systems/DisCatSharp docs.dcs.aitsys.dev Your library to write discord apps in C# with focus on always providing access to the late 144 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,110 tok
touwaeriol/claude-code-plus plugins.jetbrains.com 🖥️ GUI Plugin for Claude Code / Codex CLI / Gemini CLI in JetBrains IDEs - Run AI coding 144 Claude Code, Codex, OpenCode 2 11,591 tok
tobiasosborne/alethfeld Rigorous Proofs via Adversarial AI Agents 144 Claude Code, Codex, OpenCode 13 444 tok
KyosukeIshizu1008/berryscode Native IDE for the Bevy game engine, built in Bevy + Rust. Scene editor, ECS inspector, AI 144 Codex, OpenCode 1 1,886 tok
Haaareally/Before-You-Ask-Codex-to-Code 144 Codex, OpenCode 1 717 tok
nooscraft/tokuin CLI tool – estimates LLM tokens/costs and runs provider-aware load tests for OpenAI, Anthr 144 Codex, OpenCode 1 1,235 tok
imbenrabi/Financial-Modeling-Prep-MCP-Server A Model Context Protocol (MCP) implementation for Financial Modeling Prep, enabling AI ass 144 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,823 tok
coleam00/PydanticAI-Research-Agent Pydantic AI Research Agent Built with the PRP Framework Template 144 Claude Code, Codex, OpenCode 2 4,184 tok
swaroop2004/Proven-Viral-Content-System Research, brainstorm, and generate viral video content for Instagram, YouTube, X, and TikT 144 Claude Code, Codex, OpenCode 10 779 tok
drewnekota/cetus cetus.run One macOS app for Claude Code, Codex, and every agent runtime you use — scheduled runs, gl 144 Codex, OpenCode 1 127 tok
romarayt/raytsystem-public-os romarayt.github.io Local-first agent workspace for knowledge, tasks, documents and verifiable workflows · Loc 144 Claude Code, Codex, OpenCode 12 1,295 tok
QoreDB/QoreDB qoredb.com Next Generation Database Client 144 Claude Code, Codex, OpenCode 2 5,423 tok
konippi/servo-fetch A self-contained browser engine that fetches, renders, and extracts web content as Markdow 144 Codex, OpenCode 1 1,928 tok
SeardnaSchmid/markdown-inline-editor-vscode VS Code extension · inline markdown · WYSIWYG · GFM · LaTeX · Mermaid · task lists 144 Claude Code, Codex, Cursor, OpenCode 4 3,341 tok
OpenHands/extensions Public registry for OpenHands extensions. 144 Codex, OpenCode 1 4,267 tok
LF-Decentralized-Trust-labs/gitmesh GitMesh: Policy-as-Code Engine for Open Source AI Agent Orchestration 143 Claude Code, Codex, OpenCode 3 1,266 tok
veliovgroup/mail-time npmjs.com 📮 Email queue extending NodeMailer with multi SMTP transports and horizontally scaled app 143 Claude Code, Codex, OpenCode 2 5,048 tok
LSTM-Kirigaya/openclaw-onebot An OneBot integration framework for OpenClaw, used to connect to QQ. 143 Codex, OpenCode 1 1,705 tok
johnpapa/heroes-vue papa-heroes-vue.azurewebsites.net Tour of Heroes app written with Vue 143 Codex, GitHub Copilot, OpenCode 2 3,408 tok
nunobrum/spicelib Python library to interact with spice simulators such as LTSpice, QSPICE, NGSpice and othe 143 Codex, OpenCode 1 1,505 tok
cola-io/codex-acp An Agent Client Protocol (ACP)–compatible agent that bridges the OpenAI Codex runtime with 143 Codex, OpenCode 1 3,068 tok
dmae97/omk Evidence-gated runner for Codex, Claude Code, OpenCode, and local coding agents. Routes ta 143 Claude Code, Codex, OpenCode 2 2,469 tok
apache/hugegraph-ai hugegraph.apache.org The integration of HugeGraph with AI/LLM & GraphRAG 143 Codex, OpenCode 1 648 tok
GeekatplayStudio/Image-Express 143 Claude Code, Codex, OpenCode 2 159 tok
betta-tech/byo-coding-agent 143 Codex, OpenCode 1 647 tok
oframe/ogpu oframe.github.io Minimal WebGPU Library 143 Claude Code, Codex, Gemini CLI, OpenCode 12 1,660 tok
tiylabs/tiygate TiyGate is a lightweight gateway for highly available LLM services. 143 Codex, OpenCode 1 1,187 tok
aws-samples/sample-autonomous-cloud-coding-agents aws-samples.github.io Autonomous background coding agents on AWS. Turn tasks into pull requests via isolated run 143 Claude Code, Codex, OpenCode 3 2,247 tok
stephenlzc/AI-Powered-Literature-Review-Skills AI-driven systematic academic literature review tool | AI-Powered Literature Survey Tool w 143 Codex, OpenCode 1 4,040 tok
elliotttate/SpliceKit splicekit.fcp.cafe Final Cut Pro, unlocked. A Command Palette, MCP server, and an open plugin framework to do 143 Claude Code, Codex, OpenCode 2 22,069 tok
coddy-project/coddy-agent coddy.dev General-purpose agent in one static Go binary: console TUI, ACP server for editors, OpenAI 143 Claude Code, Codex, OpenCode 2 8,603 tok
pqpo/pragma pqpo.me Build portable agent teams across models and harnesses, with shared memory, skills, tools, 143 Codex, OpenCode 2 12,945 tok
DevXDojo/my-github-202X 202x.ch3nyang.top Statistics of your activities on GitHub in 2026. 143 Codex, GitHub Copilot, OpenCode 2 5,599 tok
saubakirov/KZ-IT-telegram-list saubakirov.github.io Verified catalog of Kazakhstan IT and startup Telegram groups, channels, and bots — in Eng 143 Claude Code, Codex, OpenCode 2 2,870 tok