How real projects configure their agents

44,996 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971

All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116

Project Stars Configures Files Always loaded
KiBiz-Systems/kibuild-mcp Standalone MCP server for Claris FileMaker schema analysis — 32 tools for script navigatio 10 Claude Code 3 1,352 tok
seilk/claude-teleport Sync Claude Code plugins, skills, agents, and settings across machines using a private Git 10 Claude Code 1 2,287 tok
chapmanjw/minecraft-java-fabric-claude-plugin Claude Plugin with Skills and Agents for the MCP Server Mod for Minecraft Java Edition and 10 Claude Code 1 2,351 tok
WolframInstitute/ClaudePluginComputationalResearch Wolfram-centric Claude plugin for AI-assisted computational research 10 Claude Code, Codex, OpenCode 2 2,316 tok
npow/claude-relay Drop-in OpenAI and Anthropic API server that routes through Claude Code 10 Codex, OpenCode 1 849 tok
alexmond/alexmskills alexmond.org A curated Claude Code plugin marketplace of reusable, self-improving skills and agents — e 10 Claude Code, Codex, OpenCode 3 7,021 tok
garoon/garoon-mcp-server Garoon official MCP server 10 Claude Code, GitHub Copilot 5 2,432 tok
schwarztim/freetaxusa-mcp MCP server for AI-assisted tax filing through FreeTaxUSA using Playwright browser automati 10 Claude Code 1 390 tok
HelloThisIsFlo/omnifocus-operator An MCP server that exposes OmniFocus to AI agents via the Model Context Protocol (MCP). 10 Claude Code, Codex, OpenCode 12 1,533 tok
kamiazya/whiteboard kamiazya-whiteboard.pages.dev An collaborative diagramming MCP tool for AI. Use it to align on specs, architecture, work 10 Claude Code, Codex, OpenCode 44 3,768 tok
ChainBench/OpenChainBench openchainbench.com Open, reproducible benchmarks for crypto infrastructure: aggregators, bridges, blockcha 10 Claude Code, Codex, OpenCode 3 472 tok
AgentsKit-io/doc-bridge doc-bridge.agentskit.io Portable doc bridge for AI agents — OKF + Self-Describe + AgentHandoff. CLI, MCP, Fumadocs 10 Claude Code, Codex, OpenCode 2 339 tok
TommyBez/skillsboard skillsboard.sh Skills Board, the agent-native skills registry for teams. Free forever. 10 Codex, OpenCode 1 1,414 tok
benkaiser/mob-mcp-crm mobcrm.au Personal CRM - Remember your contacts better 10 Codex, OpenCode 1 990 tok
beremaran/godot-agent-loop Lean MCP feedback loop for Godot 4 — run, observe, interact, verify 10 Claude Code, Codex, OpenCode 2 2,140 tok
bruchris/canvas-lms-mcp bruchris.github.io Canvas LMS MCP server — read courses, assignments, submissions, rubrics, quizzes; grade an 10 Claude Code, Codex, OpenCode 7 1,878 tok
theYahia/moysklad-mcp npmjs.com MCP server for MoySklad — warehouse, inventory, orders, reports (Russia). Part of WWmcp — 10 Claude Code 8 —
keshrath/agent-comm npmjs.com Let AI coding agents coordinate in real time — MCP server with messaging, channels, shared 10 Claude Code 1 1,143 tok
hermes-labs-ai/hermes-blind hermes-labs.ai Recovers the original goal of a long Claude Code or Codex session from its first user turn 10 Claude Code, Codex, OpenCode 2 348 tok
waseemnasir2k26/reelforge skynetjoe.com Turn one raw talking-head take into a captioned 9:16 reel locally: faster-whisper transcri 10 Claude Code 2 —
yurukusa/cc-safe-setup yurukusa.github.io Claude Code safety hooks that block destructive operations at the tool boundary and surfac 10 Claude Code 1 98 tok
prefect12/codex-token-meter prefect12.github.io Native macOS menu bar apps for tracking Codex and Claude Code token usage, quota, cache ef 10 Codex, OpenCode 1 1,357 tok
aterrylu/autonomOS Multi-agent harness for CLI coding agents — orchestrate Claude Code, Codex, and more. 10 Claude Code, Codex, OpenCode 3 15,407 tok
xCirno1/applyer Turn the coding agent you already use into a focused job-search copilot. 10 Claude Code 1 766 tok
zqkra/plano Orchestrate AI coding agents that actually talk to each other — Claude Code, Codex, Gemini 10 Claude Code 1 4,552 tok
brissonjo-sudo/droit-francais-skill Méthodologie de recherche en droit français, 18 modes d'erreur, sources primaires, contrôl 10 Claude Code 2 —
e06084/claude-screenwriting Structured screenwriting skills for Claude Code + Obsidian 10 Claude Code 1 716 tok
leynos/visual-storytelling-skills Agent skills for AI film production — from prose to picture. 10 Codex, OpenCode 1 8 tok
getsetmind/DalamudMCP Windows-local MCP server and Dalamud plugin for observing FFXIV state and executing opt-in 10 Codex, OpenCode 1 556 tok
yugash007/edu-agent-skills Reusable educational skills for AI coding agents. Turn agents (Gemini CLI, Claude Code, Cu 10 Codex, OpenCode 1 569 tok
ober37/ac-infinity-mcp ober37.github.io MCP server for AC Infinity grow controllers. AI agent integration for climate monitoring, 10 Claude Code 1 4,857 tok
Hochfrequenz/aibap.mcp MCP server for SAP ABAP development via ADT REST API 10 Claude Code 1 7,518 tok
andalabx/ember Lightweight headless browser for AI agents 10 Codex, OpenCode 1 1,804 tok
drohi-r/companion-mcp ecube-entertainment.com MCP server for Bitfocus Companion with 53 tools for verified button control, styling, pres 10 Codex, OpenCode 1 249 tok
mgh3326/auto_trader LLM agent trades KR/US stocks & crypto behind a deterministic safety layer — approval gate 10 Claude Code, Codex, Gemini CLI, OpenCode 6 8,112 tok
stone16/multica-agent-team Public reference operating model for reusable, evidence-driven AI agent teams on Multica. 10 Claude Code, Codex, OpenCode 3 4,494 tok
Megaprompting/torque-loop A Claude Code plugin that turns ambiguous work into shipped, tested, serialized artifacts 10 Claude Code 4 3,341 tok
DeHor-Labs/transcreve-ai Multimodal video dossiers for agents: transcripts, frames, OCR, evidence, and RAG-ready kn 10 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode, Windsurf 7 2,966 tok
brainbytes-dev/everything-claude-marketing The complete marketing intelligence system for Claude Code — 18 agents, 72 skills, 22 comm 10 Claude Code, Codex, OpenCode 2 2,067 tok
aws-samples/sample-ramp-aidlc-mod-starter-packs 10 GitHub Copilot, Kiro 7 19,267 tok
mukul975/BHUSA-Anthropic-CyberSecurity-Skills 10 Claude Code 1 220 tok
Tx1207/hello-scholar In Agent-related practice, I found that blindly piling on a large number of skills does no 10 Claude Code, Codex, OpenCode 2 4,020 tok
konan-1947/claude_diff_view_vscode_extension marketplace.visualstudio.com claude_diff_view_vscode_extension 10 Claude Code, Codex, OpenCode 2 7,137 tok
aarons22/paprika-tools MCP server for Paprika Recipe Manager 10 Codex, OpenCode 1 571 tok
nbaertsch/Mythic-MCP 10 Claude Code 4 —
wasix-org/wasinix WASIX package collection based on Nix. 10 Claude Code, Codex, OpenCode 2 1,990 tok
XMZF-vAI/clerkbox clerkbox.xmzf.space ClerkBox — A local-first AI desktop workspace with a built-in WebUI, extensible skill mark 10 Codex, OpenCode 1 843 tok
alexhvastovich/playwright-ai-pom-starter Playwright POM, resilient locators, and repository skills for AI-assisted test automation. 10 Codex, OpenCode 1 451 tok
kaiwood/kward kaiwood.github.io An extendable Ruby CLI coding agent. 10 Codex, OpenCode 1 3,590 tok
nightBaker/fleans Workflow engine based on Orleans 10 Claude Code 1 2,184 tok