How real projects configure their agents

32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989

All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117

Project Stars Configures Files Always loaded
thrashr888/thrashr888-agent-kit Claude Code plugins and marketplace 6 Claude Code, Codex, OpenCode 3 1,912 tok
Jerry0022/dotclaude Complete DevOps automation plugin for Claude Code. 16 skills, 13 hooks, 10 agents — ship f 6 Claude Code 1 396 tok
SuperJJ007/eatbook AI-assisted deep reading / domain learning engine — Claude Code plugin (hallucination-resi 6 Claude Code 1 814 tok
HenriqueCotta/ownership-driven-ai-customization-architecture Scalable architecture for GitHub Copilot custom instructions, skills, and AGENTS.md across 6 Claude Code, Codex, GitHub Copilot 3 112 tok
promptctl/laws Claude Code plugin: laws for writing high quality code and llm guidance 6 Claude Code, Codex, OpenCode 4 200 tok
algometrix/second_brain_builder AI-powered Obsidian plugin that turns any topic into a folder of interlinked study notes w 6 Claude Code 1 2,242 tok
gacabartosz/ksef-mcp MCP server dla KSeF (Krajowy System e-Faktur) — uwierzytelnianie, wystawianie i pobieranie 6 Claude Code 1 2,362 tok
YawLabs/ssh-mcp yaw.sh MCP server for SSH operations with built-in diagnostics 6 Claude Code 1 1,985 tok
cacack/mcp-server-vyos MCP server wrapping VyOS API 6 Claude Code 1 1,006 tok
renderdraw/lens Point. Describe. Ship. Chrome extension for visual feedback, video direction, and QA asse 6 Claude Code 2 838 tok
leogallego/ansible-know-mcp know.ansible.ar Ansible Knowledge MCP Server - module discovery, documentation search, and skill generatio 6 Claude Code 1 2,350 tok
crabsmadethis/d2r-horadric-tools Offline Diablo II: Resurrected toolkit for save editing, character creation, creating your 6 Claude Code, Codex, OpenCode 2 1,908 tok
cirwel/unitares cirwel.org Accountability infrastructure for long-running AI agents. Self-hosted MCP server: identity 6 Claude Code, Codex, OpenCode 2 22,361 tok
swkstudios/unifi-fabric-mcp-server MCP server for UniFi Fabric API: manage your entire UniFi network through any AI assistant 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,121 tok
frontsail-ai/aspicio aspicio.frontsail.app DXF and vector-PDF viewer for the web and AI agents — TypeScript parse→tessellate→render e 6 Claude Code, Codex, OpenCode 2 3,293 tok
ratatatat1/pingcode-mcp 6 Claude Code, Codex, OpenCode 2 974 tok
aa-on-ai/agentic-design-system agentic-design-system-lovat.vercel.app A design practice for coding agents: product-aware UI workflows, rendered evidence, and re 6 Claude Code, Codex, OpenCode 2 475 tok
cyanheads/libofcongress-mcp-server npmjs.com Search LOC digital collections, browse Chronicling America newspapers with full OCR text, 6 Claude Code, Codex, OpenCode 2 17,406 tok
mjucius/cozi_mcp Unofficial MCP to talk with your Cozi Family Organizer account. 6 Claude Code 1 5,309 tok
aahlijia/dekko pypi.org Static code map generator (MAP.md + map.json) powered by tree-sitter — a Claude Code /map 6 Claude Code 1 1,048 tok
BlueStarSystem/aura-ui aura-ui.com 127 free MIT Blade components for Laravel + Livewire + Alpine + Tailwind 4. Own-the-code C 6 Claude Code, Codex, OpenCode 2 1,418 tok
atomchung/long-run-hybrid-coach paceandstaystrong.com Adaptive running and strength coaching for the long run — a hosted MCP server and Agent Sk 6 Claude Code, Codex, OpenCode 2 7,344 tok
botzrDev/dreamd dreamd.dev Agent memory you can audit. Every lesson cites its source, and a bad memory can be traced 6 Claude Code 1 —
partymola/monzo-mcp modelcontextprotocol.io MCP server for the Monzo banking API with OAuth, local transaction cache, and spending ana 6 Claude Code, Codex, OpenCode 2 10,135 tok
cunicopia-dev/gmail-mcp Multi-account Gmail MCP server — unified search/read/draft/labels across N Google accounts 6 Claude Code 1 3,607 tok
theYahia/yandex-webmaster-mcp MCP server for Yandex Webmaster — SEO, indexing, search queries (Russia). Part of WWmcp — 6 Claude Code 1 —
nikolay-e/diffctx diffctx.com Smart git diff context for LLMs and AI agents: budgeted fragment selection, deterministic, 6 Claude Code, Codex, OpenCode 2 1,395 tok
simonether/kwork-mcp simonether.github.io MCP server for Kwork.ru and kwork.com: access the marketplace, proposals, conversations an 6 Claude Code, Codex, OpenCode 2 2,203 tok
The-Artificer-of-Ciphers-LLC/skills-from-the-artificer 29 drop-in Claude Code skills: cost-tier model routing, debugging (rubber-duck, test-first 6 Claude Code, GitHub Copilot 2 551 tok
Cadasto/openehr-assistant-plugin cadasto.github.io openEHR assistant AI plugin suite with Skills, commands, and MCP server configuration for 6 Claude Code, Codex, GitHub Copilot, OpenCode 3 6,561 tok
danpeg/visual-research Analyze any brand's visual identity — a Claude Code skill by Curious Endeavor 6 Claude Code 1 844 tok
ludeo-labs/cosmos-os ludeo-labs.github.io A living map of your architecture — services as stars, flows as playable comets, honesty a 6 Claude Code 1 441 tok
tinhtran24/maestro Maestro is an open-source, multi-agent AI development framework written in Go. It orchestr 6 Claude Code, Codex, OpenCode 2 2,591 tok
bluedusk/html-magazine samples-six-omega.vercel.app Claude Code plugin: Transform content into stunning paginated HTML magazines with editoria 6 Claude Code 1 836 tok
KSEGIT/Version-Sentinel ksegit.github.io Claude Code plugin that hard-blocks dependency additions, bumps, and downgrades until a fr 6 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 3,724 tok
mindbox-cloud/agent-skills Claude Code plugins by mindbox.cloud 6 Claude Code 1 1,143 tok
eshwarvijay/secondmate 🐾 Your agent writes the code, a different model tries to break it, and only what survives 6 Claude Code 1 354 tok
vsladkov/claudex-stereo claudex-stereo.com Claude Code, in stereo: Claude plans and reviews, Codex implements. 6 Claude Code, Codex, OpenCode 2 5,899 tok
bayeslabs-rsi/Svatah bayeslabs.ai Autonomous autoresearch framework for Codex and Claude Code, combining experiment DAGs, sc 6 Claude Code 1 2,351 tok
jeffreytse/grimoire-core grimoire.jeffreytse.net 🧙 Official best-practice skill library for grimoire — 1000+ skills across engineering, te 6 Claude Code, Codex, Gemini CLI, OpenCode 3 2,494 tok
a8cteam51/claude-code-plugins Claude Code plugins by Automattic's Special Projects team for WordPress development, secur 6 Claude Code 1 889 tok
sandraschi/windows-operations-mcp Windows system administration via MCP — services, registry, accounts, event logs, networki 6 Claude Code, Codex, Cursor, OpenCode 3 864 tok
falegria86/zoho-mcp 6 Claude Code 2 7,149 tok
PDgit12/knitbrain npmjs.com The local-first brain for coding agents: project memory + workflow intelligence + lossless 6 Claude Code, Gemini CLI 8 892 tok
MauroDruwel/Smartschool-MCP Smartschool MCP: A Model Context Protocol (MCP) server that enables seamless communication 6 Claude Code, GitHub Copilot 2 2,607 tok
israelroldan/unofficial-magister-mcp npmjs.com UNOFFICIAL - An MCP (Model Context Protocol) server for accessing Dutch school schedules f 6 Claude Code 1 660 tok
AlexZai007/figma-unlimited-mcp MCP server that lets an AI agent read and edit FigJam boards through a local Figma plugin 6 Claude Code, Codex, OpenCode 2 1,652 tok
RightNow-AI/autoevolve Agent-native evolutionary optimization. Say the goal in english, evolve code toward a meas 6 Claude Code, Codex, OpenCode 2 6,250 tok
HalidSaglam/saglitzdesign-mcp saglitz.com Expert design & marketing knowledge for AI agents — an MCP server for web, iOS, Android & 6 Claude Code 1 —
AmanKtyr/Tailor npmjs.com Stop vibe-coding bloat & token waste. Unified AI Coding-Agent & Spec-Driven Development (S 6 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 23 3,693 tok