How real projects configure their agents

32,517 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
fitlab-ai/agent-infra Collaboration infrastructure for AI coding agents | Collaboration infrastructure for AI co 87 Claude Code, Codex, OpenCode 74 3,786 tok
hmldns/nautex nautex.ai MCP server for guiding Coding Agents via end-to-end requirements to implementation plan pi 87 Claude Code, Codex, OpenCode 2 691 tok
joelhooks/pi-tools 🔧 Power tools for pi — repo autopsy, tsgo LSP, codex background loops, session reader, an 87 Claude Code, Codex, OpenCode 2 388 tok
farol-team/gnap GNAP — Git-Native Agent Protocol. RFC Draft for git-based agent orchestration. Zero server 87 Claude Code 1 564 tok
andre-salvati/databricks-template linkedin.com Production-ready PySpark ETL template for Databricks — medallion architecture, DABs, tests 87 Claude Code 3 2,478 tok
zeenix/rust-analyzer-mcp A Model Context Protocol (MCP) server that provides integration with rust-analyzer 87 Claude Code 1 1,007 tok
utensils/claudette utensils.io Claude's missing better half — a companion tool for Claude Code usage. 87 Claude Code, Codex, GitHub Copilot, OpenCode 13 10,101 tok
TOKTOKHAN-DEV/agent-company agent-company.site Create an automated organization with an AI Company 87 Claude Code, Codex, OpenCode 8 5,073 tok
jmagar/claude-homelab Comprehensive Agents, Commands, Hooks, and Skills for homelab service management - media a 87 Claude Code, Codex, Gemini CLI, OpenCode 3 6,390 tok
ericgandrade/claude-superskills 18 Universal AI Skills for Claude Code, GitHub Copilot & 6 more platforms. Meta/orchestrat 87 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 8,395 tok
Jovancoding/Network-AI network-ai.org Traffic light for AI Agents and TypeScript/Node multi-agent orchestrator with shared state 87 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,090 tok
wibus-wee/cradle-app cradle.wibus.ren 🔧 One layer above your AI tools. Your AI coding tools are brilliant. Managing them is a m 87 Claude Code, Codex, OpenCode 18 1,656 tok
jieapi/aicode An AI code editor running on Android, with a built-in Linux terminal, AI Agent, and MCP pr 87 Claude Code 1 4,945 tok
mfwarren/entrepreneur-claude-skills mattwarren.co Production-ready entrepreneurship skills for Claude Code — marketing, sales, operations, f 87 Claude Code 1 144 tok
przeprogramowani/10x-cli 87 Claude Code 5 4,184 tok
daintreehq/daintree daintree.org A review-first desktop habitat for running AI coding agents in parallel. 87 Claude Code, Codex, Gemini CLI, OpenCode 9 2,125 tok
nmbrthirteen/podcli podcli.com Open-source AI podcast clipper. Generate vertical clips with face tracking and burned-in c 87 Claude Code, Codex, OpenCode 13 2,197 tok
grarcht/Shuttle Prevent TransactionTooLargeException crashes. For good. A modern Android framework for sa 87 Claude Code, Gemini CLI 2 1,793 tok
objectstack-ai/objectstack objectstack.ai The ontology is the software. One executable business ontology: AI writes it, the runtime 87 Claude Code, Codex, GitHub Copilot, OpenCode 14 19,681 tok
lathe-cli/lathe Agentic-friendly CLI generator for APIs: turn Swagger, OpenAPI, and google.api.http protos 87 Claude Code, Codex, OpenCode 2 1,451 tok
emidio-trancoso/advocacia-aberta Método jurídico aberto e executável por agentes de IA: base curada de STF/STJ, legislação, 87 Claude Code, Codex, OpenCode 2 2,228 tok
ninetails-io/gnucash-mcp MCP server enabling AI assistants to read and write GnuCash accounting data 87 Claude Code 1 19,152 tok
tool-bunker/code-buster toolbunker.dev Code Buster reports dependency wiring, dead code, cycles, duplication, complexity, archite 87 Claude Code, Codex, OpenCode 2 110 tok
mmacpherson/tenforty Python library to compute US federal taxes, and state taxes for some states. 87 Claude Code, Codex, OpenCode 5 3,455 tok
theinterfold/interfold docs.theinterfold.com An open-source protocol and distributed network for confidential coordination. 87 Claude Code, Codex, GitHub Copilot, OpenCode, Windsurf 4 907 tok
Xceptance/neodymium xceptance.com A test automation library based on common other best practice open source libraries. It ad 87 Claude Code, Codex, OpenCode 9 780 tok
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
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
NameetP/pdfmux pdfmux.com PDF extraction that audits its own output — and certifies any other extractor's, catching 86 Claude Code 1 333 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
eduardo-sl/go-agent-skills Curated AI agent skills for Go projects. 86 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,703 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
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
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
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