How real projects configure their agents

44,931 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
anis-marrouchi/shadxn ui.shadxn.com Experimenting with AI our way into the unknown — monorepo: agentx (agentic code generatio 86 Claude Code 1 732 tok
sorcererxw/blog sorcererxw.com My personal blog developed with notion.so api. 86 Codex, OpenCode 1 1,524 tok
thematters/matters-web matters.town Implementation of the Matters.Town website 86 Claude Code, Codex, OpenCode 2 893 tok
scitex-ai/scitex-python scitex.ai A Python toolkit — AI for Science 86 Claude Code 1 601 tok
tekugo/zeichenwerk Go console user interface library based on tcell 86 Claude Code, Codex, OpenCode 4 7,156 tok
joemckenney/wake Wake records your terminal sessions so Claude Code can see what you've been doing. 86 Claude Code 1 218 tok
AIDotNet/MoYuCode 86 Claude Code, Codex, OpenCode 2 3,200 tok
br3ndonland/dotfiles Computer setup and settings. Apple Silicon ready. 86 Claude Code, Codex 2 —
vantage-sh/vantage-mcp-server vantage.sh MCP Server to fetch costs and usage data from your Vantage account. 86 Claude Code, Codex, OpenCode 4 1,849 tok
Dais-Project/Dais Your Desktop AI Staffs. 86 Codex, OpenCode 1 5,445 tok
mitkox/SkillOpt SkillOpt with local AI is a text-space optimizer that trains reusable natural-language ski 86 Codex, OpenCode 1 505 tok
NameetP/pdfmux pdfmux.com PDF extraction that audits its own output — and certifies any other extractor's, catching 86 Claude Code 1 333 tok
yan5xu/oh-my-ai-company A living atlas of AI companies, products, founders, investors, traffic signals, and resear 86 Codex, OpenCode 1 1,879 tok
kucherenko/gangsta gangsta.page AI agentic skills framework for spec-driven development, built on the organizational model 86 Codex, Gemini CLI, OpenCode 2 305 tok
existential-birds/beagle existentialbirds.com Agent Skills marketplace: framework-aware skills for code review, documentation, test-plan 86 Claude Code, Codex, OpenCode 3 4,092 tok
JKHeadley/instar instar.sh Persistent Claude Code agents with scheduling, sessions, memory, and Telegram. 86 Claude Code 15 5,942 tok
valory-xyz/trader AI agent for trading on prediction markets (specifically, Omen on Gnosis and Polymarket on 86 Claude Code 1 3,071 tok
twelvedata/mcp twelvedata.com Twelve Data MCP (Model Context Protocol) Server provides seamless, real-time access to fin 86 Claude Code, Codex, OpenCode 2 731 tok
mapbox/mapbox-agent-skills 86 Codex, OpenCode 1 823 tok
eduardo-sl/go-agent-skills Curated AI agent skills for Go projects. 86 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,703 tok
mgratzer/forge mgratzer.com A collection of agent skills for structured, GitHub-centric development. 86 Codex, OpenCode 1 717 tok
AliKarami/MikroMCP mikromcp.com Production-grade MCP server for MikroTik RouterOS routers and SwOS switches, with secure A 86 Claude Code, Codex, OpenCode 3 6,196 tok
respawn-llc/kent kent.sh Agentic Coding platform for Professional SWE work focusing on output quality. Self-review, 86 Claude Code, Codex, OpenCode 2 4,603 tok
oculairmedia/houdini-mcp Houdini MCP Server - Control SideFX Houdini via Model Context Protocol using hrpyc 86 Codex, OpenCode 1 1,849 tok
timpara/opencode-academic-research OpenCode port of academic-research-skills: 4 skills, 13 slash commands, 38-agent pipeline 86 Claude Code, Codex, OpenCode 21 1,648 tok
neondatabase/ai-rules 86 Claude Code 1 2,942 tok
zhaono1/agent-playbook 86 Claude Code 1 370 tok
runpod/runpod-mcp mcp.runpod.io 86 Claude Code 1 3,428 tok
J621111/live2d-automation Live2D Automation MCP Server 86 Codex, OpenCode 1 268 tok
obris-dev/openmagpie openmagpie.ai Open-source, self-hostable social listening. 86 Claude Code, Codex, OpenCode 2 2,592 tok
tianemon/EasyMint tianemon.github.io Open-source desktop AI coding platform with built-in Pi Agent (pi-coding-agent) — a graphi 86 Claude Code 1 14,294 tok
WangPeterXF/session-harbor wangpeterxf.github.io Local-first Codex session backup, verified cleanup, restore, and reviewed cross-device con 86 Codex, OpenCode 1 855 tok
bcgov/bc-wallet-mobile BC Wallet to hold Verifiable Credentials 86 Claude Code, Codex, GitHub Copilot, OpenCode 4 2,103 tok
po4yka/RIPDPI Android tool for faster, unrestricted internet: bypass DPI on-device, connect to a VPN rel 86 Claude Code, Codex, OpenCode 63 4,518 tok
wingedsheep/argentum-engine magic.wingedsheep.com Magic: The Gathering rules engine + online play platform, in Kotlin 85 Claude Code, Codex, OpenCode 20 5,340 tok
anombyte93/atlas-session-lifecycle Session lifecycle management for Claude Code — persistent memory, soul purpose, reconcile, 85 Claude Code 1 1,678 tok
wssyh339/Narraverse-Engine A local-first studio for outlining long-form novels and developing their worldbuilding wit 85 Codex, OpenCode 1 2,679 tok
DheerG/swarms Achieve extraordinary results with claude code across a variety of tasks 85 Claude Code, Codex, OpenCode 3 4,409 tok
keboola/mcp-server Model Context Protocol (MCP) Server for the Keboola Platform 85 Claude Code 3 2,459 tok
ryanczak/rexyMCP 85 Claude Code 1 65 tok
XyzenSun/vibespace vibespace.xyzen.nyc.mn A visual wizard that lets you choose preconfigured Skills, MCP, and Agents based on your d 85 Claude Code 1 887 tok
Humblytics/humblytics-marketing-skills Hosted MCP server and 12 marketing skills for Claude and Codex. Give your agent live web a 85 Codex, OpenCode 1 973 tok
agency-ai-solutions/agency-starter-template agency-swarm.ai 85 Claude Code, Codex, Cursor, OpenCode 13 1,986 tok
fivetaku/llm-wiki A persistent Markdown knowledge-base template where Claude Code synthesizes and maintains 85 Claude Code 7 4,213 tok
airutorg/airut airut.org Airut is a system for running Claude Code tasks from email and Slack. It handles workspace 85 Claude Code 2 3,742 tok
hike-lab/public-data-lens service.datahub.kr MCP-based discovery and judgment layer for Korea’s open data portal—helping AI agents find 85 Claude Code 1 1,694 tok
usestring/powhttp-mcp MCP server enabling agents to debug HTTP requests better (using powhttp) 85 Claude Code, Codex, OpenCode 2 1,978 tok
manusa/podman-mcp-server Model Context Protocol (MCP) server for container runtimes (Podman and Docker) 85 Claude Code, Codex, OpenCode 2 5,781 tok
kannon-email/kannon kannon.email ✉️ Cloud-Native massive mail sender for Kubernetes! 85 Claude Code 1 266 tok
elizaOS/knowledge elizaos.github.io Data: Ecosystem news, GitHub updates, discussion summaries, and other useful bits for know 85 Claude Code 1 3,812 tok