How real projects configure their agents

24,785 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 agents8,489Claude Code6,881Git and workflow3,605Data and AI3,580Backend and APIs3,556Languages3,486Planning3,323Code review2,893Testing2,681Writing and docs2,477DevOps and cloud2,477Memory and context2,375Research2,318Frontend2,308Security2,170Project management1,960

All Claude Code32,505 Codex24,785 OpenCode23,702 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,771 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
idoru/influxdb-mcp-server An MCP Server for querying InfluxDB 49 Claude Code, Codex, OpenCode 2 1,612 tok
runpod/runpod-plugins-official docs.runpod.io Official Runpod plugin for AI coding agents. Skills plus the hosted Runpod MCP server for 49 Claude Code, Codex, OpenCode 2 4,407 tok
777genius/social-monitor social-monitor.app Tired of scrolling through hundreds of near-identical posts across every social network ju 49 Claude Code, Codex, OpenCode 6 2,800 tok
Wuxb02/assist-agent Multi-Agent & GraphRAG intelligent customer service system 49 Codex, OpenCode 1 1,684 tok
zjw49246/CC-Manager 49 Codex, OpenCode 1 4 tok
Epochal-dev/open-notebook-mcp MCP server for an Open Source implementation of Notebook LM: Open Notebook 49 Codex, OpenCode 1 3,133 tok
niqibiao/unity-cli-skill 0 config AI agent skill for Unity — AI-driven unity control, automate workflow. For UnityE 49 Claude Code, Codex, OpenCode 2 2,181 tok
abuiles/codex-whatsapp-relay Put Codex in your WhatsApp with QR auth, MCP tools, and optional phone-based control. 49 Codex, OpenCode 1 555 tok
call518/MCP-OpenStack-Ops deepwiki.com 90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by d 49 Codex, GitHub Copilot, OpenCode 2 2,062 tok
antonbabenko/agent-plugins A collection of agent plugins for improving productivity, automating workflows, and making 49 Claude Code, Codex, OpenCode 2 3,472 tok
SpillwaveSolutions/automating-mac-apps-plugin Agents, Skills and Commands for automating Keynote, Notes, Reminders, Numbers and more usi 49 Claude Code, Codex, OpenCode 2 225 tok
huggingface/hf-discover Agentic Resource Discovery Client/Server 49 Codex, OpenCode 1 254 tok
swarm-ai-research/swarm swarm-ai.org SWARM: System-Wide Assessment of Risk in Multi-agent systems 49 Claude Code, Codex, OpenCode 80 7,994 tok
sou350121/VLA-expert-skill VLA Expert Skill turns your AI coding assistant into a VLA domain expert with one click. I 49 Codex, OpenCode 1 243 tok
amanning3390/hermeshub hermeshub.vercel.app HermesHub - The Skills Hub for Hermes Agent by Nous Research. Browse, share, and install c 49 Codex, OpenCode 1 2,896 tok
Yurich-ru/yandex-ads-mcp MCP server for Yandex Direct, Metrika, Audience & Wordstat APIs — 152 tools for campaign m 49 Claude Code, Codex, OpenCode 4 3,735 tok
verdikta/verdikta-applications Example applications using the Verdikta blockchain. 49 Codex, Cursor, OpenCode 2 1,449 tok
Romandredan/1c-quality-gate Quality control for 1C development with Claude Code: standards, OOP principles and pattern 49 Claude Code, Codex, OpenCode 2 5,376 tok
vritser/dsh-emacs An Emacs client for DeepSeek Harness 49 Codex, OpenCode 1 6,210 tok
petekp/claude-code-setup My forkable Claude Code setup with sync feature 49 Claude Code, Codex, OpenCode 2 476 tok
ash-project/ash_events An event-architecture extension for Ash. 49 Claude Code, Codex, OpenCode 3 1,452 tok
JuliusBrussee/caveman-browse Token-efficient browser automation for coding agents: compressed accessibility snapshots, 49 Claude Code, Codex, Gemini CLI, OpenCode 3 1,559 tok
Flowscape-UI/core-sdk flowscape-ui.github.io Developer-first 2D graphics engine for editors, design tools and infinite canvas applicati 49 Claude Code, Codex, OpenCode 2 4,130 tok
tobilg/duckdb-differential Versioned DuckDB databases, locally or replicated through S3, for people and agents 49 Codex, OpenCode 1 3,846 tok
BeyondTheProtocol/polaris El objetivo de Polaris es tener el mejor sistema agéntico para trabajar con mi diagnóstico 49 Claude Code, Codex, OpenCode 58 6,117 tok
voxel51/fiftyone-skills 48 Codex, OpenCode 1 3,276 tok
Eamonnn101/Chinese-LLM-Wiki A knowledge-base scaffold for LLM Agents that progressively compiles raw materials into a 48 Codex, OpenCode 1 1,611 tok
Oakshen/crypto-trading-bot Go-based cryptocurrency quantitative trading agent (imitating the nof1 strategy, leaning t 48 Codex, OpenCode 1 845 tok
Martian-Engineering/maniple MCP server for orchestrating Claude Code or Codex sessions via iTerm2 or tmux 48 Claude Code, Codex, OpenCode 9 1,582 tok
sabertaz/notes notes.tazimi.dev :bookmark: Personal notes: today I learned 48 Claude Code, Codex, OpenCode 4 586 tok
oneshot-repo/OneShot One prompt. Full delivery. 48 Claude Code, Codex, OpenCode 13 2,231 tok
MiaoDX/intuitive-flow Shared config, skills, and update scripts for Claude Code, Codex. Not more custom and new 48 Claude Code, Codex, OpenCode 3 568 tok
raulgomis/semversioner The easiest way to manage semantic versioning and generate CHANGELOG.md automatically for 48 Codex, OpenCode 1 1,264 tok
lwmxiaobei/xbcode a TypeScript-based CLI coding agent built with OpenAI SDK and Ink 48 Claude Code, Codex, OpenCode 2 1,750 tok
cdalar/onctl onctl.sh 🤖 manage virtual machines 🖥️ in multi cloud ☁️ 48 Claude Code, Codex, OpenCode 3 2,192 tok
Damao/ai_finance_dashboard 48 Codex, OpenCode 1 699 tok
nilenso/storymachine Automate user story creation, in a format suitable for AI agents. 48 Claude Code, Codex, OpenCode 4 664 tok
ithinkihaveacat/dotfiles Shell-related config files and scripts 48 Claude Code, Codex, OpenCode 2 2,431 tok
Atipico1/ai-testing-rules 48 Codex, OpenCode 1 1,399 tok
senaykt/iac-security-scan-skills iac security scan skills for your AI workflows 48 Claude Code, Codex, OpenCode 2 5,177 tok
porthorian/openchat-client OpenChat is a discord alternative that is designed to be self hostable. 48 Codex, OpenCode 1 2,784 tok
kittimasak/thai-token-optimizer A Thai token optimization tool for AI coding agents that keeps commands, code, and technic 48 Codex, Gemini CLI, OpenCode 2 812 tok
keithrbennett/cov-loupe keithrbennett.github.io Refines Ruby Simplecov test coverage data as CLI, MCP server, and library 48 Claude Code, Codex, Gemini CLI, OpenCode 3 4,009 tok
eugenepyvovarov/MCPbundler mcp-bundler.com 48 Codex, OpenCode 1 1,524 tok
first-tree-ai/first-tree-legacy first-tree.ai A Git-native knowledge layer for your team — and a set of tool suite that keeps it alive. 48 Codex, OpenCode 1 673 tok
xxxxxccc/devops-bot Chat-driven AI coding agent — discuss requirements in group chat, get automated code chang 48 Claude Code, Codex, OpenCode 2 1,137 tok
agneym/generate-og-image Generate open graph images with Github Action from Markdown files 48 Codex, OpenCode 1 591 tok
life-itself/climate climate.lifeitself.org 🌍🔥 Life Itself's ongoing inquiry into the climate crisis 48 Claude Code, Codex, OpenCode 4 1,196 tok
with-logic/crew crew.logic.inc A package manager for agent skills. 48 Claude Code, Codex, OpenCode 2 7,798 tok
symfony/ai-demo symfony.com Symfony AI Demo Application 48 Claude Code, Codex, OpenCode 8 2,158 tok