How real projects configure their agents

44,969 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971

All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116

Project Stars Configures Files Always loaded
bitrix24/b24ui bitrix24.github.io Bitrix24 UI-Kit for REST API web-application development 44 Codex, OpenCode 1 3,000 tok
nirholas/universal-crypto-mcp mcp.giving Universal MCP server for AI agents to interact with any* blockchain via natural language a 44 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 802 tok
FTShare-Lab/agent-claim-network ftshare-lab.github.io A general-purpose AI assistant for the terminal that enables Agents to share searchable, t 44 Claude Code, Codex, OpenCode 8 1,824 tok
JJ110112/LiveChord 44 Claude Code, Codex, OpenCode 2 18,087 tok
mattgodbolt/specbolt Yet another ZX Spectrum Emulator 44 Claude Code 4 1,595 tok
stop-amertime/css-dos css-dos.vercel.app CSS-DOS: An Intel 8086 PC running DOS — implemented entirely in CSS 44 Claude Code 1 4,829 tok
personamanagmentlayer/pcl pclang.org Persona Control Language (PCL) 44 Claude Code, GitHub Copilot 2 8,242 tok
bjeans/homelab-mcp Model Context Protocol (MCP) servers for managing homelab infrastructure through Claude De 44 Claude Code 1 3,977 tok
backblaze-labs/claude-skill-b2-cloud-storage blze.ai Claude Skill for Backblaze B2 Cloud Storage management from the terminal. Manage buckets, 44 Claude Code 1 656 tok
mastersof-ai/harness Agent runtime with full system prompt control. Define agents in markdown, run them in a te 44 Claude Code 1 798 tok
marcfargas/odoo-toolbox marcfargas.com TypeScript SDK for Odoo; CLI; Skill modules and MCP server for AI agents. CI-tested agains 44 Claude Code, Codex, OpenCode 2 2,052 tok
Kewton/CommandMate kewton.github.io No long blocks of time? Run an AI team from your phone. Open-source, local: Git worktree s 44 Claude Code, Codex, OpenCode 45 5,128 tok
ebullient/obsidian-vault-mcp MCP tool allowing Open WebUI or Claude Desktop to retrieve files from your vault 44 Claude Code 1 163 tok
alva-ai/skills Build and deploy agentic finance applications on the Alva platform. Access 250+ financial 44 Claude Code 1 —
pssah4/digital-innovation-agents pssah4.github.io Digital Innovation Agents is an AI-augmented workflow that connects business analysis and 44 Codex, Gemini CLI, OpenCode 2 120 tok
iOfficeAI/AionHub An AionUi Extention Hub for Agents/ Skills/ Assistants/ MCPs and more 44 Claude Code 1 —
iPythoning/b2b-sdr-hermes-skill Autonomous AI SDR skill for Hermes Agent — finds buyers, qualifies leads, sends outreach, 44 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 1,096 tok
569270901/claude-web-test-harness Domain-agnostic multi-agent UI automation testing orchestration skeleton, driven by Claude 44 Claude Code 9 1,672 tok
caravanglory/cocos-mcp-server AI MCP server plugin for Cocos Creator 3.8.x, enabling AI assistants to directly control t 44 Claude Code 1 971 tok
requix/kiro-team Multi-agent orchestration for Kiro CLI - coordinate specialized AI agents to tackle comple 44 Kiro 4 365 tok
bparlan/omp-agent OhMyPi (OMP) Agent Framework Spec-Driven Development infrastructure for Oh My Pi. Skills t 44 Codex, OpenCode 1 1,551 tok
TrueCrimeDev/ahk-mcp AutoHotkey v2 MCP Server with prompts, code completion, and diagnostics 44 Claude Code, Codex, OpenCode 11 1,721 tok
noontide-co/mainbranch mainbranch.run Files-first operating system for internet businesses: research, decisions, bets, pushes, a 44 Claude Code, Codex, OpenCode 19 5,216 tok
webdriverio/mcp npmjs.com A Model Context Protocol (MCP) server that enables AI assistants to interact with web brow 44 Claude Code 1 3,688 tok
smartwhale8/claude-playbook Production-ready .claude/ scaffolding for enforcing professional software engineering stan 44 Claude Code, Codex, OpenCode 5 425 tok
LunarWerxs/AgentHydra agenthydra.lunarwerx.com Every local AI coding session in one tab: Claude Code, Codex and OpenCode in a single list 44 Claude Code, Codex, OpenCode 5 2,564 tok
selvarajmurugesan90/ops-engineering-skills Open-source, cross-agent Agent Skills for DevOps, DevSecOps, Cloud, Kubernetes/platform en 44 Codex, OpenCode 1 661 tok
russellbrenner/jurisd jurisd.ai jurisd is an open, local-first research and drafting workbench for AU/NZ law. It gives you 44 Codex, OpenCode 1 625 tok
ForLegalAI/mcp-ms-office-documents MCP server providing tools to create Ms Office documents like presentations, emails, sprea 44 Claude Code, Codex, OpenCode 2 3,574 tok
Sagargupta16/claude-cost-optimizer sagargupta.online Cut Claude Code costs with sourced levers -- prompt caching, model routing, Batch -- plus 44 Claude Code 4 1,646 tok
TheEagleByte/skylight-mcp MCP server for Skylight family calendar - enables AI assistants to manage calendars, chore 44 Claude Code 1 1,203 tok
itallstartedwithaidea/agent-skills googleadsagent.ai The definitive open-source agent skills library for AI-powered Google Ads management. 73+ 44 Claude Code, Codex, OpenCode 2 572 tok
Wolfe-Jam/faf-cli faf.one The context every AI coding agent reads — authors AGENTS.md, CLAUDE.md, GEMINI.md & .curso 44 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 5 2,149 tok
worldbank/data360-mcp worldbank.github.io Model Context Protocol (MCP) server that gives LLM agents and chatbots direct access to th 44 Cursor 1 —
fluttersdk/wind fluttersdk.com Tailwind CSS for Flutter. Utility classes like flex, p-4 and dark:bg-gray-800 compose into 44 Claude Code, GitHub Copilot 10 11,482 tok
pjt222/agent-almanac pjt222.github.io Agent Almanac — a curated reference of executable skills, specialist agents, and teams for 44 Claude Code 1 19,230 tok
Holden323/ldm-skill Li Damo's AI Skills collection: Turn AI-written Chinese into natural language · Switch Age 44 Codex, OpenCode 1 716 tok
naderelewa/Product-to-Prod naderelewa.com AI product management skills and plugin for Claude Code, Cowork, Codex & other AI agents: 44 Claude Code, Codex, OpenCode 1 2,913 tok
philogicae/torrent-search-mcp deepwiki.com MCP/API/WebUI to find torrents programmatically 44 Codex, OpenCode 1 1,075 tok
marselsel/Lexware-MCP-Server Self-hostable MCP server with OAuth 2.1 — connect Claude, ChatGPT, or any other MCP-capabl 44 Codex, OpenCode 1 163 tok
OutSystems/outsystems-mcp Plugins for the OutSystems remote MCP. 44 Claude Code, Codex, OpenCode 1 8,346 tok
jeffton/batty batty.run PWA built on Pi coding agent 44 Codex, OpenCode 1 664 tok
madebypan/FigCC Figma design agent powered by the local Codex CLI and App Server bridge 44 Claude Code, Codex, OpenCode 2 1,939 tok
striderZA/Tiny-RF-Simulator Modular RF signal chain simulator with real-time spectrum display. Design cascades of ampl 44 Claude Code, Codex, OpenCode 2 3,442 tok
goccy/sheena A lightweight, in-process sandbox for safely executing the tool calls an AI agent requests 44 Claude Code, Codex, OpenCode 2 2,052 tok
drleadflow/ghl-automation-builder Programmatic GHL workflow builder — reverse-engineered internal API with 95 actions, 93 tr 44 Claude Code 3 1,572 tok
zoeynine/Local-Codex-Bridge A lightweight Windows bridge that lets ChatGPT invoke native Codex sessions on the local m 44 Codex, OpenCode 1 3,588 tok
evilbruce666/1c-odata-mcp npmjs.com MCP server for 1C:Enterprise via OData: access 1C data in natural language from Claude. Re 44 Claude Code 1 414 tok
LokmenoWer/best-cad-mcp Comprehensive AutoCAD MCP server for Windows. It exposes high-level tools for drawing, edi 44 Claude Code, Codex 2 —
Fantasality/dsh-origin-plugin Drive OriginLab Origin scientific plotting from AI chat via MCP. 74 tools: modal-dialog wa 44 Codex, OpenCode 1 1,355 tok