How real projects configure their agents

23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715

All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79

Project Stars Configures Files Always loaded
spotify/ads-agentic-tools A Claude Code plugin that lets you manage Spotify advertising campaigns through natural la 18 Claude Code, Codex, OpenCode 2 4,819 tok
yuanqiyibiansheng/DeepSeek-Harness-GUI DeepSeek-Harness-GUI 18 Claude Code, Codex, OpenCode 13 7,118 tok
eddmann/my-own-coding-agent Educational Python coding agent with provider-agnostic LLM support, skills system, and ext 18 Claude Code, Codex, OpenCode 2 47 tok
sam-agents/sam SAM - Autonomous TDD agent system for Claude Code, Cursor, Gemini CLI, GitHub Copilot, and 18 Claude Code, Codex, OpenCode 10 2,782 tok
paulnsorensen/easy-cheese cheeselord.dev Cheese your code 🧀 — high-quality results as easy as cheese. A portable, harness-agnostic 18 Codex, GitHub Copilot, OpenCode 5 4,754 tok
speakeasy-api/skills speakeasy.com Agent Skills for SDK generation and OpenAPI tooling with Speakeasy CLI 18 Claude Code, Codex, OpenCode 2 3,754 tok
jfrog/agent-belt Reproducible evaluation for AI coding agents. Multi-turn scenarios against Claude Code, Co 18 Codex, OpenCode 1 2,594 tok
walkindude/gosymdb A Go symbol and call-graph database backed by SQLite. Query symbols, callers, callees, bla 18 Claude Code, Codex, OpenCode 4 2,267 tok
joelazar/kagi-skills Skills for using Kagi APIs 18 Codex, OpenCode 1 209 tok
kinoward/dayu-harness-skill Turn one-off AI collaboration prompts into long-running repository governance. · “把一次性的 AI 18 Codex, OpenCode 1 4,589 tok
aiproxer/aiproxer Connect any LLM-powered client app, such as a coding agent, to any supported inference bac 18 Codex, Kiro, OpenCode 5 6,638 tok
DocRoms/Kronn Self-hosted control plane for AI coding agents (Claude Code, Codex, Gemini, Ollama). Shar 18 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Windsurf 7 1,616 tok
liqiongyu/agentpack crates.io A declarative, safe control plane for deploying coding-agent assets across tools. 18 Codex, OpenCode 2 1,011 tok
atomantic/UEMCP Python Unreal Engine Plugin and Node.js MCP Server 18 Claude Code, Codex, OpenCode 6 1,656 tok
safe-agentic-world/nomos Test AI tool permissions in CI and require human approval before execution. Open-source CL 18 Claude Code, Codex, OpenCode 2 2,211 tok
oneworks-ai/app oneworks.cloud One Works application monorepo for AI agents, plugins, desktop, web, CLI, and Relay. 18 Codex, OpenCode 1 6,793 tok
pluginslab/wp-agentic-kit pluginslab.com Starter kit for agentic WordPress development. CLAUDE.md/AGENTS.md templates, the wordpres 18 Claude Code, Codex, OpenCode 8 3,997 tok
Neeeophytee/ai-cost-cutter-skills flowstacks.xyz 10 skills that cut your AI bill with proof instead of vibes. MIT, works in Claude Code, Co 18 Claude Code, Codex, OpenCode 2 1,328 tok
YangsonHung/awesome-agent-skills A collection of AI Agent Skills that provide professional domain capabilities for intellig 18 Claude Code, Codex, OpenCode 2 1,651 tok
trabian/fluxwing-skills fluxwing.com Claude skills for generating ASCII components and screens for humans to review, and AI to 18 Claude Code, Codex, OpenCode 2 5,484 tok
heurema/signum skill7.dev Risk-adaptive development pipeline with adversarial consensus code review 18 Codex, GitHub Copilot, OpenCode 2 1,731 tok
O0000-code/CC-Workshop A macOS desktop app for managing Claude Code configurations — Skills, MCP Servers, and CLA 18 Claude Code, Codex, OpenCode 5 4,012 tok
powersync-ja/agent-skills powersync.com Official agent skills for PowerSync 18 Claude Code, Codex, OpenCode 2 472 tok
xuzhougeng/agent-control cc-remote.app one agent or one fleet 18 Codex, OpenCode 1 771 tok
yanchuk/claude-plugin-codex Codex plugin that lets Codex consult local Claude Code for advice, reviews, adversarial ch 18 Claude Code, Codex, OpenCode 2 540 tok
LunkiBR/ship-it A Claude Code skill that catches commonly-forgotten UX/product details before you ship a s 18 Codex, OpenCode 1 1,343 tok
paladini/mcp-me mcp-me.page Your AI assistants don't know who you are. mcp-me fixes that: a local MCP server that give 18 Codex, GitHub Copilot, OpenCode 2 1,577 tok
aiconnai/agentshield aiconnai.github.io 🛡️ The security firewall for AI agent tools & MCP servers (Claude 5, GPT-5.6, Gemini 3.8, 18 Claude Code, Codex, OpenCode 2 7,275 tok
kriasoft/mcp-client-gen medium.com Turn any MCP server into a type-safe TypeScript SDK in seconds - with OAuth 2.1 and mul 18 Claude Code, Codex, OpenCode 2 1,540 tok
Kevin-Liu-01/Loop loooooop.vercel.app An operator desk for self-updating agent skills. track sources, refresh with agents, versi 18 Claude Code, Codex, OpenCode 3 1,953 tok
ssdeanx/secure-rag-multi-agent deanmachines.com Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI 18 Codex, GitHub Copilot, OpenCode 3 15,972 tok
staticroostermedia-arch/engram glama.ai Geometric agent memory for Agents: 8-tool lean contract, harness injection at wake, sessio 18 Claude Code, Codex, OpenCode 2 3,188 tok
evepupil/CloudMind An open-source, user-owned AI memory layer running in your personal Cloudflare account. 18 Claude Code, Codex, OpenCode 2 9,868 tok
chwoerz/reporelay chwoerz.github.io A self-hosted code context engine for MCP. 18 Claude Code, Codex, OpenCode 2 2,403 tok
movahedan/monobun 🏎️ Monobun: The ultimate Bun-powered monorepo. Entity-driven architecture, Docker-first d 18 Codex, OpenCode 1 1,901 tok
beyond5959/acp-adapter Bridging Codex , Claude Code and Pi to Agent Client Protocol (ACP) with Go. 18 Claude Code, Codex, OpenCode 2 2,572 tok
l22-io/orchard-mcp MCP server for Apple Calendar, Mail, and Reminders on macOS using native EventKit and Scri 18 Claude Code, Codex, OpenCode 2 1,070 tok
VirtusLab-Open-Source/astro-strapi-loader astrostrapi.io Integration of Astro with Strapi CMS that enables easy data loading from Strapi Content AP 18 Claude Code, Codex 1
check-technologies/mcp-server-check MCP server for the Check Payroll API 18 Codex, OpenCode 1 693 tok
merijjeyn/drawpad Communication interface for AI Coding Agents based on excalidraw to go beyond chats. 18 Claude Code, Codex, OpenCode 2 1,435 tok
mkwatson/ai-fastify-template 18 Claude Code, Codex, OpenCode 9 4,501 tok
grafana/grafana-cube-datasource grafana.com A Grafana data source plugin that brings semantic layer analytics via Cube. Define metrics 18 Codex, Cursor, OpenCode 2 997 tok
nexus-substrate/nexus-agents nexus-substrate.github.io Governance substrate for your AI coding agents — adversarial review, drift-detected rules, 18 Claude Code, Codex, Gemini CLI, OpenCode 7 30,817 tok
iurysza/android-use A CLI + SKILL for Android device automation built for agents and humans. 18 Codex, OpenCode 1 262 tok
xi-kari/crossframe-skill xi-kari.github.io CrossFrame Skill Suite: Chinese-language structural diagnosis, public-issue analysis, orga 18 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 37 12,411 tok
shutootaki/gwm Git worktree manager cli. Switch Git contexts with zero friction. Review pull requests, cr 18 Claude Code, Codex, OpenCode 6 1,160 tok
gpdir16/tabyAgent A more autonomous, more persistent, and easier alternative to OpenClaw/Hermes. Give it 18 Codex, OpenCode 1 223 tok
hemanth/mcp-web-client mcphost.link A web-based client for connecting to MCP servers with OAuth support 18 Claude Code, Codex 1
cdnwetzel/pxx Local-first AI coding agent runtime — your models, fail-closed safety, evidence-gated self 18 Codex, OpenCode 1 511 tok
joshuaalpuerto/mcp-agent Lightweight, focused utilities to manage connections and execute MCP tools with minimal in 18 Claude Code, Codex, GitHub Copilot 5 1,506 tok