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
BoxLogoDev/sapstack Universal SAP skills and agents for Claude Code — FI, CO, TR, MM, SD, PP, HCM, SFSF, ABAP, 20 Claude Code, Codex, GitHub Copilot, Kiro, OpenCode, Windsurf 11 15,008 tok
natnew/awesome-ai-scientists natnew.github.io A curated collection of resources for building “AI Scientist” systems: AI that assists sci 20 Claude Code, Codex, OpenCode 2 4,164 tok
null-object-0000/ai-clash ai-clash.snewbie.site AI Clash: ask once and compare multiple web-based AIs side by side; supports Chinese and E 20 Claude Code 1 2,326 tok
lestrrat-ai/claude-code-plugins 20 Claude Code, Codex, OpenCode 2 4,025 tok
viteinfinite/sync-skills Synchronize agent skill definitions between .claude and .codex directories 20 Claude Code, Codex, OpenCode 12 277 tok
airano-ir/skillhub skills.palebluedot.live Open-source marketplace for AI Agent skills 20 Claude Code 1 1,276 tok
dbos-inc/agent-skills 20 Claude Code 1 1,192 tok
stufently/yandex-mcp stufently.github.io MCP servers for Yandex APIs — Search, Wordstat, Webmaster, Metrika, Direct. 94 tools, Clau 20 Claude Code 2 —
donnfelker/loop-skills Autonomous, self-re-prompting agent loops for Claude Code — packaged as independently-inst 20 Claude Code, Codex, OpenCode 2 1,262 tok
ai-screams/HwpForge ai-scream.ai Rust library for programmatic control of Korean HWPX documents — Markdown→HWPX conversion, 20 Claude Code 1 1,891 tok
j4th/mtg-mcp-server Unified MCP server composing Scryfall, Commander Spellbook, 17Lands, EDHREC, Moxfield, Spi 20 Claude Code, Codex, OpenCode 28 4,668 tok
kimimgo/viznoir kimimgo.github.io VTK is all you need. AI-Ready VTK visualization for science and engineering. 20 Claude Code 1 2,647 tok
OrangeproAI/orangepro-mcp OrangePro local-first CLI + MCP server for behavior mapping, grounded test generation, and 20 Claude Code 1 1,550 tok
epicsagas/epic-harness epicsagas.github.io Multi-tool AI agent harness — 22 skills, self-evolving engine, unified memory, autonomous 20 Claude Code, Codex, OpenCode 3 4,815 tok
ZenMux/skills ZenMux Skills Repo 20 Claude Code, Codex, OpenCode 2 1,286 tok
rfxn/rdf rfxn.github.io Governance-driven AI development framework -- convention enforcement, quality gates, and d 20 Claude Code 1 1,008 tok
wd041216-bit/zero-api-key-web-search pypi.org Jev-powered search infrastructure for AI agents: zero API keys, MCP-ready, LLM-context awa 20 Claude Code, Codex, Gemini CLI, Kiro 5 644 tok
ashlrai/phantom-secrets phm.dev Stop AI coding agents from leaking your API keys. Local proxy + MCP that swaps real secret 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 4 7,676 tok
demwick/polymarket-agent-mcp npmjs.com The most comprehensive MCP server for Polymarket — 48 tools spanning direct trading, marke 20 Claude Code 1 974 tok
karthikyaddana/figma-mcp-free MCP server + Figma plugin that streams live design data to AI coding tools — no API rate l 20 Claude Code, GitHub Copilot 2 887 tok
Honeyfield-Org/ris-mcp-ts MCP Server for the Austrian Legal Information System (RIS) - Access Austrian federal laws, 20 Claude Code 1 12,457 tok
Azure/azure-functions-skills A repository for Azure Functions skills, prompts, and reusable definitions to support agen 20 Claude Code, Codex, GitHub Copilot, OpenCode 12 2,471 tok
redhat-developer/rhdh-skills Claude Code skill for RHDH plugin lifecycle management 20 Claude Code, Codex, OpenCode 2 2,272 tok
jrollin/cartog cartog.dev Pre-indexed code knowledge graph via treesitter, enchanced query with RAG, MCP server, pri 20 Claude Code, Codex, OpenCode 2 14,264 tok
higebu/3gpp-mcp 20 Claude Code, Codex, OpenCode 2 3,112 tok
nirholas/pump-fun-workers Cloudflare Worker serving read-only pump.fun token tools to AI agents over MCP Streamable 20 Claude Code, Codex, OpenCode 2 459 tok
tyql688/sessionview Browse, search, resume and manage your AI coding sessions in one local desktop app. (Claud 20 Claude Code, Codex, OpenCode 4 2,360 tok
patchloom/patchloom patchloom.github.io Structured file edits for AI agents (JSON/YAML/TOML, markdown, AST, dry-run, MCP). Not a g 20 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 10,152 tok
Ramsbaby/jarvis Frozen reference snapshot (Oct 2026) of a self-hosted AI operations stack — Discord bot + 20 Claude Code 3 1,997 tok
motlin/claude-code-plugins A Claude Code skill for tracking and completing tasks from a markdown task list 20 Claude Code 1 —
sandraschi/virtualization-mcp MCP Server and Webapp for VirtualBox, Hyper-V and Windows sandbox. VM operations, network 20 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 8 1,672 tok
SecurityRonin/alaya A memory engine for conversational AI agents, inspired by neuroscience and Buddhist psycho 20 Claude Code 1 96 tok
andrewvaughan/agent-council Multi-perspective AI development workflows using councils of specialized agents. Plan, bui 20 Claude Code, Codex, OpenCode 2 9,371 tok
helderberto/agent-skills Helder Berto's 🛠️ Battle-tested software engineering skills for AI coding agents 🤖 20 Claude Code, Codex, OpenCode 2 2,238 tok
mirafold/mirafold mirafold.com A browser UI for Claude Code, Codex, and Gemini CLI — the terminal agent you already use, 20 Claude Code 1 1,888 tok
paulieb89/uk-legal-mcp bouch.dev UK legal research MCP server — case law, legislation, Hansard, bills, committees, HMRC, OS 20 Claude Code 6 4,270 tok
shahlaukik/money-manager-mcp An MCP (Model Context Protocol) server that enables AI assistants to manage personal finan 20 Claude Code, Codex, OpenCode 2 2,196 tok
dustinblack/agent-dashboard Real-time dashboard for spawning and controlling AI coding agents across multiple hosts. S 20 Claude Code, Codex, Gemini CLI, OpenCode 3 898 tok
sliday/google-fonts-skill Claude Code skill: Google Fonts typography system generator 20 Claude Code 1 33 tok
supermhel/fengarde supermhel.github.io Open-source, self-hosted security pipeline for IT, AI and OT. Logs in. Evidence out.: OCSF 20 Claude Code 1 1,211 tok
Lay4U/build-your-own-ai-agent 12 practical projects to master AI agents from scratch. No frameworks, no magic — just Pyt 20 Claude Code 1 1,298 tok
tlennon-ie/neurodock neurodock.org A local-first cognitive substrate for neurodivergent professionals. Gives Claude memory, a 20 Claude Code 51 698 tok
jjuanrivvera/canvas-cli canvas-cli.jjuanrivvera.com A powerful command-line interface for Canvas LMS, built with Go. 20 Claude Code, Codex, OpenCode 3 2,828 tok
tunglt1810/figma-mcp-go Local Figma MCP integration 20 Claude Code 2 115 tok
fusedio/fused-render render.fused.io Local file explorer with Python-interactive HTML views 20 Claude Code 4 —
zaplitny/atimelogger-mcp 20 Claude Code, Codex, OpenCode 2 2,787 tok
nilupulk/claude-code-free Run Claude Code CLI for free using OpenRouter - No paid subscription needed 20 Claude Code, GitHub Copilot 2 1,106 tok
wolfenazz/YzPzCode YzPzCode - The Unified Workspace for AI Coding Agents 20 Claude Code, Codex, Gemini CLI 7 19,976 tok
Lykhoyda/rn-dev-agent lykhoyda.github.io Claude Code | Codex plugin for React Native — explores codebases, designs architecture, im 20 Claude Code, Codex, OpenCode 1 7,952 tok
s-macke/weltendaemmerung Guide to reverse engineer an old computer game with AI and port it to the web 20 Claude Code 1 600 tok