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
Automattic/newspack-workspace All the code that's fit to ship 28 Claude Code, Codex, GitHub Copilot, OpenCode 4 4,506 tok
huqianghui/mindforge huqianghui.github.io AI, Azure, Philosophy & Engineering musings — an Obsidian-powered digital forge for deep t 28 Claude Code, Codex, OpenCode 4 9,608 tok
mnemoverse/mcp-memory-server mnemoverse.com Hosted persistent memory for AI agents over MCP. Tell it a recalled memory helped or misle 28 Codex, Gemini CLI, OpenCode 2 1,214 tok
gaspareduard/Omada-mcp Security-first MCP server for TP-Link Omada, with a stdio-first runtime, capability-gated 28 Claude Code, Codex, OpenCode 3 2,713 tok
acolomba/pi-claude-marketplace Access Claude plugin marketplaces from Pi Coding Agent. 28 Claude Code, Codex, OpenCode 7 3,490 tok
StarDZ-Team/DayZ-Modding-Wiki stardz-team.github.io Open-source DayZ modding wiki: Enforce Script language (13 chapters), GUI/.layout system ( 28 Claude Code, Codex, OpenCode 2 2,601 tok
marketingLendario/cohort-de-marketing Cohort de Marketing — Aula 01: Pesquisa, Concorrentes e Ofertas com Claude Code. Material 28 Claude Code, Codex, OpenCode 3 1,586 tok
Lifecharger/auto-game-builder Self-hosted game project management system for indie developers 28 Claude Code, Codex, OpenCode 2 13,760 tok
Cznorth/winkterm cznorth.github.io AI that shares your terminal session. Open-source AI terminal where the AI types commands 28 Claude Code, Codex, OpenCode 2 5,157 tok
sabbirba/preconnect preconnect.app Flutter app for BRAC University students with SSO login and Connect API integration. 28 Claude Code, Codex, OpenCode 7 1,515 tok
HongMing-Huang/dsh-file-upload npmjs.com DeepSeek Harness (dsh) file-message plugin: Claude-style drag-and-drop / paperclip upload, 28 Codex, OpenCode 1 1,132 tok
krivitsky/professional-agentic-product-engineering professional-agentic-product-engine.vercel.app A guide on Professional Agentic Product Engineering with Claude Code — from tier 1 to tier 28 Claude Code, Codex, OpenCode 6 8,879 tok
NimbleBrainInc/nimblebrain nimblebrain.ai Self-hosted platform for MCP Apps and agent automations — tools, interactive UIs, schedule 28 Claude Code, Codex, OpenCode 2 6,274 tok
eugenelim/agent-ready-repo eugenelim.github.io The complete AI operating model for software teams — from first idea to production. Three 28 Claude Code, Codex, OpenCode 2 2,575 tok
samzong/gmc gmc.samzong.me Parallel git worktrees for parallel AI agents — plus AI-generated commits. 28 Codex, OpenCode 1 2,710 tok
m0nkmaster/msteams-mcp Microsoft Teams MCP Server using standard user sign in flows. 28 Codex, OpenCode 1 5,877 tok
cphoskins/cronometer-mcp 28 Claude Code, Codex, OpenCode 2 638 tok
SuperdeMan/cockpit-agent A cloud-edge collaborative AI Agent for intelligent vehicle cockpits: millisecond-level ve 28 Claude Code, Codex, OpenCode 2 12,790 tok
hyqhyq3/dsh-mcp-manager MCP server manager plugin for DeepSeek Harness: Settings → MCP page, OAuth (PKCE + dynamic 28 Codex, OpenCode 1 5,206 tok
superduck-ai/open-managed-agents Open Source version of Claude Managed Agents. Anthropic SDK compatible. Supports agents, 28 Claude Code, Codex, OpenCode 4 8,413 tok
AloneNanNan/Halo-Theme-Ethereal nanzhiy.cn An enhanced Fuwari-style theme for Halo, developed from Fuwari 28 Codex, OpenCode 1 11,594 tok
novoads/agent-skills novoads.ai AI video and image ads for marketers, built in Claude Code or Cursor and priced by a live 28 Claude Code, Codex, OpenCode 4 5,179 tok
suntay44/plannable Plannable is a Spec-Driven Development planning CLI for AI coding agents. It creates a MAS 28 Claude Code, Codex, Cursor, OpenCode 11 412 tok
manti-by/demetra Software factory (runtime over harness) 28 Codex, OpenCode 1 4,533 tok
eddmann/strava-cli eddmann.com Strava from your terminal. Pipe it, script it, automate it. 28 Claude Code, Codex, OpenCode 2 88 tok
jmanhype/speckit Specification-Driven Development with Beads Integration - A comprehensive workflow system 28 Claude Code, Codex, OpenCode 33 8,372 tok
majiayu000/claude-skill-registry-data majiayu000.github.io Archived Claude Code skill files and metadata consumed by the Claude Skills Registry pipel 28 Claude Code, Codex, OpenCode 2 599 tok
orecus/faber The AI Architect for your codebase 28 Claude Code, Codex, Gemini CLI, OpenCode 3 3,013 tok
eiriksgata/wc3-map-ts-template Warcraft III 1.27a TypeScript development template. Users are expected to have general tec 28 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 8 7,789 tok
Raftersecurity/rafter-cli rafter.so Multi-language CLI for Rafter — the security toolkit built for AI coding agents and the de 28 Claude Code, Codex, GitHub Copilot, OpenCode 3 3,033 tok
JamesonRGrieve/ServerFramework Automatically generate database models, GraphQL schema, REST endpoints, MCPs, SDKs and tes 28 Claude Code, Codex, OpenCode 2 2,238 tok
myyimu/codex-session-transfer Local-first desktop utility for exporting, importing, syncing, and restoring Codex task an 28 Codex, OpenCode 1 1,248 tok
omoinoki/sekaisync Local knowledge base & MCP AI context service for Project SEKAI fandom. | Essential local 28 Codex, OpenCode 1 2,407 tok
opengovsg/plumber plumber.gov.sg Automate your pipelines, streamline your workflows. 28 Claude Code, Codex, OpenCode 10 2,382 tok
dtammam/arcade_station arcade-station is a front-end interface for managing and interacting with the games you lo 28 Claude Code, Codex, OpenCode 13 2,049 tok
texttile-blog/texttile The Multiplayer Blog Engine 28 Claude Code, Codex, OpenCode 2 4,844 tok
davidmigloz/ai_clients_dart A collection of Dart client libraries for popular AI APIs. Provides type-safe, well-docume 27 Claude Code, Codex, OpenCode 4 1,181 tok
joosure/Maestro A platform evolution of OpenAI Symphony (openai/symphony) for running Codex, Claude Code, 27 Claude Code, Codex 6 —
1024XEngineer/bytemind 1024xengineer.github.io ByteMind is a lightweight Coding Agent designed to help users complete the software engine 27 Claude Code, Codex, OpenCode 7 524 tok
mideco-tech/codex-tg Telegram remote UI and observer for OpenAI Codex App Server. Control Codex threads, tools, 27 Codex, OpenCode 1 2,868 tok
Icarus603/claude-code Refactored fork of the sourcemap-leaked Claude Code CLI 27 Claude Code, Codex, OpenCode 2 12,622 tok
shidesheng0218/repo-ready npmjs.com Make your repo ready for Codex, Claude Code, Cursor, and contributors. 27 Claude Code, Codex, OpenCode 2 323 tok
SharkyND/mcp-atlassian MCP for Atlassian servers 27 Codex, OpenCode 1 733 tok
dahlia/ko-stdict-mcp jsr.io Standard Korean Language Dictionary MCP server 27 Codex, OpenCode 1 393 tok
initlabsai/vibekit getvibekit.ai The agentic stack for Algorand builders. 27 Codex, OpenCode 1 3,319 tok
ZhuoZhuoCrayon/ai-workspace zhuozhuocrayon.github.io A general-purpose workspace template for coding agents such as Cursor / Codex / Claude, pr 27 Claude Code, Codex, OpenCode 10 328 tok
himorishige/hatago-mcp-hub hatago.dev Hatago MCP Hub is a lightweight hub server that provides unified management for multiple M 27 Claude Code, Codex, Gemini CLI, OpenCode 4 7,904 tok
illscience/vibe-debug CLI debugger that lets coding agents inspect live Python runtime state, with optional MCP 27 Claude Code, Codex, OpenCode 2 430 tok
deslicer/mcp-for-splunk deslicer.ai Open-source Splunk MCP server: connect AI agents (Cursor, Claude Desktop, VS Code) to Splu 27 Claude Code, Codex, Cursor, OpenCode 3 2,070 tok
wazionapps/nexo nexo-desktop.com NEXO runtime core for NEXO Desktop: local memory, automation, MCP tools and update-managed 27 Claude Code, Codex, OpenCode 2 843 tok