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
zhixiaoqiang/antd-components-mcp npmjs.com An MCP service for querying Ant Design components that reduces hallucinations in component 246 Claude Code, Codex, Cursor, OpenCode 4 143 tok
greirson/mcp-todoist MCP server that connects Claude to Todoist for natural language task and project managem 246 Claude Code 1 8,759 tok
nalu-development/nalu nalu-development.github.io Provides .NET MAUI packages to help with everyday challenges 246 Claude Code, Cursor 7 2,806 tok
a-Fig/Accordion get-accordion.dev 🏆 AI Hackathon 2026 @ UC Berkeley Intelligent context management for developers 246 Claude Code, Codex, OpenCode 2 15,095 tok
meta-quest/agentic-tools developers.meta.com Agent Skills for Meta Quest/Horizon OS VR Development 246 Claude Code, Codex, OpenCode 2 9,942 tok
thisisgm/omarchy-pods AirPods in the Omarchy bar: per-pod and case battery, listening mode, adaptive noise level 246 Codex, OpenCode 1 972 tok
clearcotelabs/clearcote-browser clearcotelabs.com Open-source stealth Chromium with engine-level fingerprint spoofing - de-Googled, drop-in 246 Codex, OpenCode 1 1,550 tok
franzvill/lad lad-a2a.org An open protocol for discovering A2A-capable AI agents on local networks — the discovery & 245 Claude Code 1 1,251 tok
komunite/kalfa komunite.com.tr Claude Code için Türkçe profesyonel işletim sistemi — 10 uzman agent, 22 komut, 993 skill, 245 Claude Code 7 —
astrochili/awesome-defold Awesome Defold 245 Codex, OpenCode 1 271 tok
adamjgmiller/adamsreview Multi-lens code review pipeline for Claude Code: deep review (Claude or Codex), auto-fix l 245 Claude Code 1 3,163 tok
bitloops/bitloops bitloops.com Give AI coding agents the context they need to ship production-quality software. 245 Codex, OpenCode 1 124 tok
cyanheads/git-mcp-server npmjs.com A Git MCP server for AI agents. STDIO & Streamable HTTP. 245 Claude Code, Codex, OpenCode 2 5,716 tok
pgEdge/pgedge-postgres-mcp docs.pgedge.com pgEdge MCP Server. A PostgreSQL MCP server with a Natural Language Agent CLI and Web UI. 245 Claude Code, Cursor 9 —
PramodDutta/qaskills qaskills.sh QA Skills Directory QA Skills is a curated directory of testing-specific skills for AI cod 245 Claude Code, Codex, OpenCode 2 8,279 tok
aivrar/portable-hermes-agent Hermes Agent made portable desktop for Windows — 100 tools, GUI, local models via LM Studi 245 Codex, OpenCode 1 23,135 tok
IngvarConsulting/unica ingvarconsulting.github.io Unica (Ю́ника) — публичный плагин Codex и Claude Code для разработки на 1С:Предприятии. 245 Claude Code, Codex, OpenCode 2 1,053 tok
nizos/probity TDD enforcement and guardrails for Claude Code, Codex, and GitHub Copilot CLI 245 Claude Code 3 399 tok
Comfy-Org/comfy-skills Comfy Cloud product skills: slash commands for generating images, video, audio, and 3D wit 245 Claude Code, Codex, OpenCode 2 1,079 tok
brycewang-stanford/Auto-Research-Skills A curated hub of autonomous-research skills & agents — from idea to paper, on autopilot. 245 Codex, OpenCode 1 560 tok
sandbaseai/deepseek-harness-handbook sandbaseai.github.io Agent-first DeepSeek Harness handbook: 173 source-backed runtime, plugin, MCP, sandbox, ev 245 Codex, OpenCode 1 1,999 tok
artcc/freelingo arturocarreterocalvo.com Open-source, self-hosted AI language learning platform with local or cloud LLMs, CEFR stud 245 Codex, OpenCode 3 2,105 tok
ghostwriternr/claude-code-containers Use Claude Code on Cloudflare to solve GitHub issues 245 Claude Code 1 1,566 tok
cursor-project/prompt-manager Efficient management and quick access to AI Prompt templates for Cursor/VSCode 245 Claude Code 1 662 tok
zhizhuodemao/android_proxy_mcp MCP-based Android packet capture service that lets AI assistants analyze network requests 245 Claude Code 1 19 tok
SiriLee/dsh-rewind DSH plugin: genuinely effortless in-window conversation rewind — never forking a new sessi 245 Codex, OpenCode 1 639 tok
lingcang728/ZeppBridge zeppbridge.com Keep your Zepp / Amazfit health records on your own computer. Explore every trend, hand th 245 Codex, OpenCode 1 551 tok
mblayman/homeschool An app for homeschool planning 244 Codex, OpenCode 1 1,666 tok
ldayton/Dippy 🐤 Less permission fatigue, more momentum. Dippy knows what’s safe to run and keeps Claude 244 Claude Code 6 34 tok
gluk-w/claworc claworc.com User-friendly orchestrator for OpenClaw 244 Claude Code 8 2,020 tok
telagod/code-abyss npmjs.com Give your AI coding agent a personality. Composable persona + style + skills for Claude Co 244 Claude Code 1 5,156 tok
surendranb/google-analytics-mcp ga4mcp.com Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents anal 244 Codex, OpenCode 1 1,032 tok
asgard-ai-platform/skills vault.asgard-ai.com 301 open-source coding agent skills across 22 domains — methodology, judgment & gotchas pa 244 Claude Code, Codex, OpenCode 3 1,211 tok
HeadyZhang/agent-audit headyzhang.github.io Static security scanner for LLM agents — prompt injection, MCP config auditing, taint anal 244 Claude Code 4 3,542 tok
Yeachan-Heo/My-Jogyo Your one-click scientific research lab for Opencode - with seamless .ipynb and REPL integr 243 Codex, OpenCode 1 12,003 tok
laiso/ts-bench laiso.github.io Benchmark CLI for comparing AI coding agents on TypeScript workloads. 243 Codex, GitHub Copilot, OpenCode 2 343 tok
LabinatorSolutions/csharp-cheatsheet labinator.com A comprehensive, code-focused reference for C# programming language features through versi 243 Claude Code 1 813 tok
udecode/plate-playground-template playground.platejs.org Plate AI template with React 19, Next 16, Tailwind 4, MCP. 243 Claude Code, Codex, OpenCode 3 345 tok
nulab/backlog-mcp-server 243 Claude Code 2 246 tok
morganlinton/Albatross albatross.sh Open source, terminal-first AI coding agent with fully transparent multi-model routing. Lo 243 Codex, OpenCode 1 454 tok
j-shelfwood/voxy-neoforge Unofficial NeoForge 1.21.1 port of Voxy (LOD mod) by MCRcortex - Community maintained 243 Claude Code 1 801 tok
serejaris/personal-corp-os Personal Corp OS — manage a personal company through AI agents: tasks out of your head, de 243 Claude Code, Codex, OpenCode 2 580 tok
firehol/iprange manage IP ranges 243 Claude Code, Codex, Gemini CLI, OpenCode 5 6,256 tok
sonic-net/sonic-swss azure.github.io SONiC Switch State Service (SwSS) 243 GitHub Copilot 1 1,727 tok
ai-native-camp/camp-1 AI Native Camp — Cohort 1 course materials 242 Claude Code, Codex 7 —
raystack/meteor raystack-meteor.vercel.app Meteor extracts structured context from across your systems and delivers it to power your 242 Claude Code 1 600 tok
hydraide/hydraide hydraide.io HydrAIDE - The Adaptive, Intelligent Data Engine, built in Go. Production-ready and optimi 242 Claude Code 9 1,895 tok
rayxuln/hastur-operation-plugin A plugin providing ability for executing any code on Godot Editor. So that any coding agen 242 Claude Code, OpenCode 10 —
lynote-ai/humanize-text-skill lynote.ai Free AI Humanizer: Humanize AI Text Online 242 Claude Code, Codex, OpenCode 2 392 tok
guiireal/takeshi-bot youtu.be Bot de WhatsApp 242 Claude Code, Codex, Gemini CLI, OpenCode 4 2,849 tok