How real projects configure their agents

32,540 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977

All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
K9i-0/flutter_claude_sandbox Fully automated verification of Flutter app development with Claude Code. AI handles every 18 Claude Code 9 1,287 tok
wearzdk/seedream-image-mcp mcp.pixelark.art 🚀 PixelMCP | Integrate AI image-generation capabilities into Cursor, Claude Code, and mor 18 Claude Code 1 700 tok
zxpmail/ReqForge ReqForge — From requirements to shippable products. Open-source Agent Harness for Claude C 18 Claude Code 2 1,753 tok
gonewx/TaskSentinel A powerful, lightweight enterprise notification tool designed for developers and DevOps te 18 Claude Code 18 38 tok
madison-hutson/claude-project-scaffolding Ready-to-use project scaffolding with quality gates, testing, and Claude Code integration. 18 Claude Code 1 1,738 tok
RandomSynergy17/ClaudePantheon ClaudePantheon gives you a persistent, always-on Claude Code environment that you can acce 18 Claude Code 1 2,899 tok
maximus0411/BorisChernyClaudeMarkdown Provide a Claude-inspired Markdown template adapted from research to streamline note-takin 18 Claude Code 1 528 tok
YangsonHung/awesome-agent-skills A collection of AI Agent Skills that provide professional domain capabilities for intellig 18 Claude Code, Codex, OpenCode 2 1,678 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
kobie3717/ai-iq AI-IQ: Persistent context system for AI coding assistants. AI doesn't need knowledge — it 18 Claude Code 1 370 tok
mikedemarais/grok-skill Claude Code Skill that routes Twitter/X prompts to Grok-4 Live Search. 18 Claude Code 1 3,500 tok
botminter/botminter botminter.ai A batteries-included CLI to bootstrap and manage your autonomous team of coding agents - C 18 Claude Code 2 5,891 tok
zakelfassi/skills-driven-development skdd.dev Agents that learn by doing — and remember how they did it. A methodology for AI agents to 18 Claude Code 1 500 tok
spences10/mcp-turso-cloud 🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases f 18 Claude Code, Codex, OpenCode 2 259 tok
openfused/openfused openfused.dev OpenFused is a shared memory and messaging layer for AI agents, built on plain files. It 18 Claude Code 1 1,533 tok
freddy-schuetz/n8n-claw-templates n8n-claw.com MCP server skill catalog for n8n-claw 18 Claude Code 1 3,941 tok
neurawork-git/n8n-autopilot Claude Code plugin for building, validating, and deploying n8n workflows via n8nac CLI 18 Claude Code 1 5,354 tok
vigil-agency/vigil vigil.agency The Security Agency That Never Sleeps — AI-powered security operations platform 18 Claude Code 1 580 tok
salacoste/openapi-mcp-swagger salacoste.github.io Solve AI context window limits for API docs | Convert any Swagger/OpenAPI to searchable MC 18 Claude Code, Cursor 34 —
cogniplex/codemem A standalone Rust memory engine for AI coding assistants. Single binary, zero runtime deps 18 Claude Code 1 1,355 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
oborchers/mcp-server-docy drborchers.com A Model Context Protocol server that provides documentation access capabilities. This serv 18 Claude Code 1 475 tok
Vigtu/docmole npmjs.com Dig through any documentation with AI - MCP server for Claude, Cursor, and other AI assist 18 Claude Code 1 5 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 —
sandeepshekhar26/develop-anything 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,773 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
michaelpryor/mcpfortrello Publicly hosted MCP Server for Trello at mcpfortrello.com 18 Claude Code 1 490 tok
silkweave/silkweave silkweave.dev Silkweave Monorepo 18 Claude Code 1 25,449 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
conectlens/lenserfight moon.lenserfight.com Turn AI prompts into reusable, versioned Lenses - organize with Tags and Threads, automate 18 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 67 1,849 tok
AgentConnect/awiki-agent-id-message Provide a skill that offers identity, public profile, and end-to-end messaging services fo 18 Claude Code, Codex, OpenCode 2 5,848 tok
miticojo/adk-skill Agent Skill for building AI agents with Google's Agent Development Kit (ADK) in Python, Ja 18 Claude Code, Codex, OpenCode 2 610 tok
fortunto2/solo-factory 57 skills, 2 agents and a sensor harness for Claude Code: research, plan, ship and verify 18 Claude Code 1 3,005 tok
castle-x/skills-x AI Agent Skills Repo 18 Claude Code, Codex, OpenCode 23 1,183 tok
lucifertrj/skills-based-app App demo built using Agent Skills via Google Antigravity 18 Claude Code, Codex 19 —
minh2004pd/chatbotfullpipeline d3qrt08bgfyl3d.cloudfront.net Personalized Multimodal AI Agent via Google ADK & Gemini. Featuring Realtime Soniox STT, L 18 Claude Code 19 4,714 tok
aaronsb/claude-code-config Event-driven policy, process, and governance for Claude Code. Ways encode how we do things 18 Claude Code 1 106 tok
leodido/structcli leodido.github.io Define a Go struct. Get a CLI that an agent can discover, call, sandbox, and debug. Flags, 18 Claude Code, Codex 1 —
adidacta/pmf-detective Claude Code plugin for Product-Market Fit validation through 5 structured sprints 18 Claude Code 1 1,508 tok
callobuzz/cob-shopify-mcp callobuzz.com Production-grade MCP server and CLI tool for Shopify Admin GraphQL API — 49+ tools, YAML-e 18 Claude Code 1 1,927 tok
robertdcurrier/erddap2mcp ERDDAP interface to LLMs using MCP 18 Claude Code 1 2,300 tok
hichana/goalstory-mcp 18 Claude Code 1 996 tok
Cadasto/openehr-assistant-mcp cadasto.github.io A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and A 18 Claude Code, Codex, GitHub Copilot, OpenCode 3 2,466 tok
jame581/LogseqBrain Persistent memory for Claude using a dedicated Logseq graph. Save and load project context 18 Claude Code 3 2,667 tok
SneezeGUI/Hybrid-CLI-Agent Multi-agent CLI orchestrator combining Claude Code, Gemini CLI, and OpenRouter. 18 Claude Code 1 5,590 tok
HarKro753/claude-copy officeos.co Copy any reference pixel perfect in mintes 18 Claude Code 4 681 tok
M-Pineapple/warp-command-runner glama.ai Give any chat AI a real terminal. Local stdio MCP for Warp, Claude Desktop, and other host 18 Claude Code, Codex, OpenCode 2 670 tok
PSPDFKit-labs/nutrient-skills nutrient.io AI agent skills for Nutrient APIs and SDKs — works with Claude Code, Codex, Gemini CLI, C 18 Claude Code, Codex, OpenCode 2 961 tok
SienkLogic/plan-build-run Plan it. Build it. Run it. A Claude Code plugin for structured development with context-en 18 Claude Code 1 2,684 tok
clouisle/Clouisle clouisle.asia Next-Generation Multi-Agent Collaboration Platform and Workflow Engine. Build and orchestr 18 Claude Code, Codex, OpenCode 2 1,017 tok