How real projects configure their agents

24,815 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 agents8,505Claude Code6,886Git and workflow3,611Data and AI3,580Backend and APIs3,556Languages3,487Planning3,327Code review2,899Testing2,686Writing and docs2,480DevOps and cloud2,479Memory and context2,375Research2,323Frontend2,308Security2,172Project management1,965

All Claude Code32,517 Codex24,815 OpenCode23,733 GitHub Copilot3,719 Gemini CLI2,034 Cursor1,770 Windsurf202 Kiro114

Project Stars Configures Files Always loaded
Zehee/kimi-code-memory-mcp-server Give Kimi Code CLI a long-term memory: structured Markdown memories, cross-session context 5 Codex, OpenCode 1 1,641 tok
antonkarliner/truepane truepane.dev Browser-based App Store / Google Play screenshot strip generator (Vite + React + TypeScrip 5 Claude Code, Codex, OpenCode 2 4,763 tok
davidmosiah/fitbit-mcp wellness.delx.ai MCP server for Fitbit — query daily activity, heart rate, sleep, and body data from your F 5 Codex, OpenCode 1 152 tok
martin-francois/symphony-trello Turn Trello cards into isolated, autonomous Codex implementation runs, allowing teams to m 5 Claude Code, Codex, OpenCode 17 1,437 tok
adammatthewsteinberger/clippy-pet adammatthewsteinberger.github.io Unofficial animated paperclip pet for the ChatGPT desktop app & Codex CLI. 9 animations, 1 5 Claude Code, Codex, Gemini CLI, OpenCode 5 2,619 tok
firstsun-dev/skills Modular AI agent skill arsenal for Gemini CLI and Claude Code 5 Claude Code, Codex, Gemini CLI, OpenCode 9 1,489 tok
blackaxgit/ssh-mcp MCP server that gives AI assistants (Claude, Codex, Cursor, Opencode) SSH access to run co 5 Claude Code, Codex, OpenCode 2 9,062 tok
0marm0/COORD-Harness An autonomous multi-agent orchestration harness. Agents coordinate through one SQLite-WAL 5 Claude Code, Codex, OpenCode 8 1,458 tok
dcc-mcp/dcc-mcp-godot pypi.org Godot 4 MCP editor adapter for AI agents to author scenes, scripts, UI and 2D games, inspe 5 Codex, OpenCode 1 2,147 tok
alexechoi/google-hotels-mcp Google Hotels MCP 5 Claude Code, Codex, OpenCode 2 1,438 tok
lindblomstefan/skills-library Claude Code skill — guided interview that recommends AI skills for your repo or team. Inst 5 Codex, OpenCode 1 225 tok
voidtype/slsk_mcp 5 Claude Code, Codex, OpenCode 2 581 tok
kinti/a11y-toolkit a11y.es The accessibility layer for AI coding agents, WCAG 2.2: static and rendered audits (light 5 Codex, OpenCode 1 1,019 tok
nworks3d/THOR-memory-bible-for-AI A memory for your AI coding assistant. It keeps what you tell it and hands the right note 5 Codex, OpenCode 1 3,990 tok
dig1t/skills 5 Claude Code, Codex 3 —
abrookins/easy-mcp-proxy a simple MCP proxy that allows customizing sets of tools an LLM should see 5 Codex, OpenCode 1 1,377 tok
nikosavola/k-ruoka-mcp nikosavola.github.io MCP server for managing K-Plussa account's K-Ruoka (Finnish grocery) shopping cart from an 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 1,937 tok
0xZoharHuang/garment-cad-mcp Agent-safe transactional garment CAD tooling for Valentina, GarmentCode, and remote Warp s 5 Claude Code, Codex 2 —
mishan/assetto-mcp MCP server that turns an AI assistant into your race engineer for Assetto Corsa — records 5 Claude Code, Codex, OpenCode 2 129 tok
matematicsolutions/mcp-eureka MCP server for Polish tax interpretations (KIS/MF) via EUREKA (eureka.mf.gov.pl). 550k+ do 5 Claude Code, Codex, OpenCode 2 953 tok
StepFunctionLLC/mcp-server-cantera An MCP server wrapped around Cantera to facilitate use by an LLM 5 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,463 tok
dgutierrez1/concurrent-playwright-mcp 5 Codex, OpenCode 1 1,312 tok
trilitech/octez-manager 5 Claude Code, Codex, OpenCode 11 4,662 tok
antosubash/SimpleModule app.simplemodule.dev 5 Claude Code, Codex, OpenCode 15 4,172 tok
upstars-global/cardona-core-service 5 Claude Code, Codex 23 1,084 tok
chatman-media/lead-engine exchanges.agency AI sales-funnel engine — Telegram, WhatsApp & web widget, RAG, visa pipeline, admin UI, Po 5 Claude Code, Codex, OpenCode 17 4,628 tok
tbuczen/LARPilot larpilot.com App for aiding the process of creating and managing LARPs 5 Claude Code, Codex, OpenCode 4 7,156 tok
kostadis/CampaignGenerator 5 Claude Code, Codex 14 10,091 tok
AhmedAlnasser2000/REZANOVA-CAS-CALCULATOR Rezanova CAS CLASSWIZ (or simply Rezanvoa CAS) is an open-source symbolic calculator and 5 Claude Code, Codex, Gemini CLI, OpenCode 3 5,736 tok
oligamiq/wasi_virt_layer WASI virtualization layer. WASI bin can be made to run at high speed. 5 Codex, Gemini CLI, OpenCode 2 1,360 tok
drujensen/aiagent Build an AI Agent using Go Language 5 Claude Code, Codex, OpenCode 41 3,484 tok
lionshilov/Forge From raw idea to shipped MVP with a team of specialist AI agents inside Claude Code. Zero 5 Claude Code, Codex, OpenCode 22 2,830 tok
jmalovera10/excanon Elixir Rule Engine 5 Claude Code, Codex, OpenCode 26 1,502 tok
kamiletar/letar forms.letar.best Open workshop: schema-driven forms for React, Vue and Angular (@letar/forms), plus a monor 5 Claude Code, Codex, OpenCode 7 5,785 tok
MoonCellar-Team/MoonCellar mooncellar.space Game tracking database with a wheel of fortune — Next.js 16, React 19, TypeScript 5 Claude Code, Codex, OpenCode 12 5,077 tok
0xSoftBoi/suwappubot suwappu.bot Cross-chain DEX infrastructure for humans and AI agents — swap tokens across 14 chains via 4 Claude Code, Codex, OpenCode 44 6,340 tok
jovandyaz/knowtis-app knowtis.app Collaborative notes with an AI that reads, edits, and studies alongside you. 4 Claude Code, Codex, OpenCode 13 826 tok
cockroachdb/claude-plugin CockroachDB development plugin for Claude 4 Claude Code, Codex, OpenCode 2 754 tok
AeonusOvO/claude-dock-control-panel Open-source Windows desktop control panel: unified management of PowerShell, Claude Code, 4 Codex, OpenCode 1 815 tok
syf2211/ruledoctor skills.sh Agent Skill: read CLAUDE.md & project rules before coding. Optional CLI audit + hooks. Cla 4 Claude Code, Codex, OpenCode 4 215 tok
klodr/mercury-invoicing-mcp Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and 4 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,618 tok
webkubor/kyvault webkubor.github.io 🔐 Local encrypted key management CLI—AES-256-GCM with purely local storage; AI only recei 4 Codex, OpenCode 1 339 tok
kainulla/skillfire npmjs.com Will your SKILL.md win the routing race, or get cannibalized by the skills people already 4 Codex, OpenCode 1 159 tok
fullstackdegen/agent-audit npmjs.com Turn Lighthouse audits into coding-agent tasks. 4 Claude Code, Codex, OpenCode 2 1,113 tok
Kolonie-AI/kolonie-platform Kolonie AI platform monorepo — domain model, API, MCP, task engine, academy verifiers, coi 4 Codex, OpenCode 1 11,032 tok
Warmplane/warmplane A Local Control Plane for Deterministic, Token-Efficient MCP Operations 4 Claude Code, Codex, OpenCode 3 1,157 tok
me9rez/llm-vision-mcp Give text models eyes: an MCP Server that uses OpenAI-compatible vision models (Tongyi Qia 4 Codex, OpenCode 1 566 tok
hanzhangzzz/burnkit npmjs.com AI coding workflow pressure toolkit — Claude Provider Router, iTerm2 Tab Color, Burn AI 4 Claude Code, Codex, OpenCode 2 416 tok
yunsii/wezdeck wezdeck.vercel.app A flight deck for your AI agents — multi-agent terminal platform built on WezTerm + tmux + 4 Claude Code, Codex, OpenCode 6 5,705 tok
V-Songbird/foundry ⚒️ Three Claude Code plugins: foreman keeps the plan, hush cuts the chatter, razor stops t 4 Claude Code, Codex, OpenCode 4 4,232 tok