How real projects configure their agents

43,636 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
amittell/firewalla-mcp-server Firewalla MCP Server - Claude integration for network security monitoring and firewall man 35 Claude Code 1 3,288 tok
airas-org/airas airas-org.github.io AIRAS - an open-source project for research automation 35 Claude Code, GitHub Copilot 2 137 tok
kernel/kernel-mcp-server mcp.onkernel.com Open-source MCP server for secure, low-latency cloud-browser automation on Kernel. 35 Codex, OpenCode 1 1,090 tok
jgkme/Add-Remote-Torrent chromewebstore.google.com Chrome browser extension to add torrents to various remote torrent clients (qBittorrent, T 35 Cursor 7
elgorro/aiquila Connect Claude AI to your Nextcloud via the Model Context Protocol. Browse, search, and ma 35 Claude Code 1 4,279 tok
symfony/ai-mate symfony.com AI development assistant MCP server for Symfony projects 35 Claude Code, Codex, OpenCode 2 2,041 tok
Maneek21/Deft deft.ing Self-hostable AGPL workspace where humans and AI agents share chat, tasks, knowledge, appr 35 Claude Code, Codex, OpenCode 2 14,557 tok
Macawls/umami-mcp-server umami-mcp.macawls.dev A lean MCP Server for Umami analytics 35 Claude Code 1 4 tok
sandsaber/Grimoire Local-first AI agents for your Obsidian vault. 35 Claude Code, Codex, OpenCode 2 6,224 tok
axelfreeman/yandex-wordstat-guide axelfreeman.ru Yandex Wordstat API skill for AI agents — collect RU search semantics, frequency, and tren 35 Codex, OpenCode 1 2,038 tok
vivy-yi/Greater-China-Legal Greater China Legal Agent Skills — A legal agent Skill system for Greater China, adapted f 35 Claude Code, Codex, OpenCode 2 3,243 tok
neondatabase/postgres-skills 35 Claude Code, Codex, OpenCode 2 1,105 tok
dcc-mcp/dcc-mcp-blender pypi.org Blender addon for the DCC Model Context Protocol (MCP) ecosystem — embeds a Streamable HTT 35 Claude Code, Codex, Gemini CLI, OpenCode 3 2,842 tok
GabeRealB/parasite-eve-2-decomp An in-progress decompilation of the US release of Parasite Eve 2 on the Playstation 1. 35 Claude Code, Codex 2 8,681 tok
CasualOffice/sheets sheet.casualoffice.org Open-source self-hosted web spreadsheet with .xlsx round-trip and real-time co-editing — a 35 Claude Code 1 2,694 tok
lanes-sh/link lanes.sh Lanes Link is a private, self-hostable MCP that connects your accounts, memory and skills 35 Claude Code 2 5,463 tok
zoeynine/Local-Codex-Bridge A lightweight Windows bridge that lets ChatGPT invoke native Codex sessions on the local m 35 Codex, OpenCode 1 1,130 tok
sergebulaev/tiktok-skills cccrafts.ai TikTok marketing skills for Claude Code and Codex: 3-second video hooks, captions, trend m 35 Claude Code, Codex, OpenCode 2 3,673 tok
InsForge/insforge-mcp 35 Claude Code 1 1,204 tok
tweakoz/orkid Orkid Media Engine (C++/Lua/Python3/Linux/MacOs/OpenXR/Vulkan) 35 Claude Code 54 71 tok
indexedlabs/pydantic-ai-gepa GEPA extension for pydantic-ai 35 Claude Code, Codex, OpenCode 12 636 tok
MichelKerkmeester/skilled-agent-harness_spec-driven-loops AI-assisted coding setup that helps you spend less time re-explaining context, and more ti 35 Claude Code, Codex, OpenCode 10 5,549 tok
Apra-Labs/ApraPipes A pipeline framework for developing video and image processing application. Supports multi 35 Claude Code 11 1,556 tok
honishi/Hakumai honishi.github.io Niconama Comment Viewer Alternative for macOS. 35 Codex, OpenCode 1 1,602 tok
Djarvur/go-enumsafety Linter to provide almost real enums experience in Golang 35 Gemini CLI 1 713 tok
tatargabor/set-core Autonomous multi-change orchestration for Claude Code — spec in, merged features out. Sent 35 Claude Code 63 8,495 tok
Xquik-dev/hermes-tweet Hermes Agent plugin for Twitter search, monitoring, follower exports & approved X actions. 34 Codex, OpenCode 1 577 tok
laulauland/bluesky-context-server Bluesky MCP server 34 Codex, OpenCode 1 317 tok
inercia/mitto Control you AI coding agents on the go (from Mac, Web, Mobile Phone, etc) 34 Claude Code, Codex, OpenCode 7 7,614 tok
TT-Wang/forge Turn Claude Code into a plan-execute-validate loop with parallel work, intelligent retry, 34 Claude Code 1 434 tok
terryso/todo-cli 34 Cursor 1 250 tok
intelligentcode-ai/claude-code-vm vanillacore.net Deploy Claude Code and additional tools to a VM for remote development 34 Claude Code 1 2,379 tok
alexandephilia/clov-ai Context Limiter & Output Vetter for context bloat. It is a highly specialized, structure-a 34 Claude Code 1 6,171 tok
aleksander-dytko/ai-pm-workspace productpeak.substack.com A Claude Code workspace template for PMs, designers, and analysts. Clone, personalize in 3 34 Claude Code 3 3,474 tok
aligundogdu/symfony-hexagonal-skill Claude Code plugin that enforces hexagonal architecture (ports & adapters) in Symfony proj 34 Claude Code 1 1,269 tok
Thunder-Compute/thunder-cli Official CLI of Thunder Compute 34 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf 5 1,297 tok
advanced-security/codeql-development-mcp-server LLM <-- MCP --> CodeQL( AST | CFG | CLI | LSP ) 34 Claude Code, Codex, GitHub Copilot 22 7,391 tok
dbankscard/jamf-mcp-server Model Context Protocol server enabling AI assistants (Claude, ChatGPT) to manage Jamf Pro 34 Codex, OpenCode 1 940 tok
richardwooding/feed-mcp MCP Server for RSS, Atom, and JSON Feeds 34 Claude Code, GitHub Copilot 4 2,099 tok
Seezo-io/cursor-security-rules Cursor rules to secure your vibe coding! 34 Cursor 1 1,200 tok
chongdashu/threejs-forest-census forestcensus.aioriented.dev A vibe coded 3D game inspired by the Mario Party mini game. Made with Codex CLI and Agent 34 Claude Code 1
heyhank-app/heyhank heyhank.app Self-hosted web UI for running Claude Code agents (with optional Codex support). Multi-ses 34 Claude Code, Codex, OpenCode 21 2,570 tok
24601/surreal-skills surrealdb.com Expert SurrealDB 3 skill for AI coding agents (Claude, Codex, Amp, Gemini CLI, Copilot, Cu 34 Codex, OpenCode 1 7,386 tok
zongmin-yu/serenity-skills AI infrastructure & semiconductor supply chain analysis skill for Claude Code and Cursor, 34 Claude Code 1 737 tok
terramate-io/agent-skills Agent skills and Claude Code for Terraform, OpenTofu, and Terramate spanning state splitti 34 Claude Code, Codex, OpenCode 2 680 tok
avrabe/mcp-loxone avrabe.github.io An opinionated Model Context Protocol (MCP) server for controlling Loxone home automation 34 Claude Code 1 3,536 tok
MarcSkovMadsen/holoviz-mcp marcskovmadsen.github.io ✨A MCP server that provides intelligent access to the HoloViz ecosystem for humans and AIs 34 Claude Code, Codex, GitHub Copilot, OpenCode 3 5,422 tok
hashangit/openfusion Frontier-grade answers from any mix of models — a local MCP server bringing OpenRouter's F 34 Claude Code, Codex, OpenCode 8 5,110 tok
PaloAltoNetworks/pan-mcp-relay Palo Alto Networks AI Runtime Security Model Context Protocol (MCP) Relay Server 34 Gemini CLI 1 1,173 tok
zcf0508/unplugin-devpilot discord.gg A universal plugin framework for development tools that enables seamless browser-server co 34 Claude Code, Codex, OpenCode 2 223 tok