How real projects configure their agents

43,652 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 agents7,588Claude Code6,636Data and AI3,676Backend and APIs3,496Languages3,402Planning3,219Git and workflow3,187Code review2,745Testing2,374Memory and context2,364DevOps and cloud2,310Writing and docs2,309Research2,295Frontend2,261Security2,021Productivity1,715

All Claude Code31,998 Codex23,222 OpenCode22,170 GitHub Copilot3,550 Gemini CLI1,918 Cursor1,738 Windsurf137 Kiro80

Project Stars Configures Files Always loaded
ddgonzal3/rally A native app for calm, focused agentic development across multiple repos and branches. 6 Claude Code 2 2,333 tok
selmakcby/jarvis 🦾 Jarvis v1 · OpenClaw + Claude Code'u ortak Markdown vault'la birleştiriyorum. Discord b 6 Claude Code, Codex, OpenCode 2 862 tok
SZWzz/AStockPursue StockPursue — AI Quantitative Trading Research Platform 6 Claude Code 1 3,606 tok
GabrielPower1969/InterviewPreparationSkill 6 Codex, OpenCode 1 171 tok
felixzhu97/explore-chat whatschat-web.vercel.app A social and messaging platform with feed, chat, and calls. It is written in TypeScript wi 6 Claude Code, Cursor 6
kratsg/rucio-mcp rucio-mcp.readthedocs.io MCP Server for Rucio Clients 6 Claude Code 1 6,726 tok
MarimerLLC/csla-mcp An extensible MCP server for CSLA .NET syntax. 6 GitHub Copilot 1 287 tok
lemaiwo/btp-mcp-server 6 Claude Code 1
sultanassi95/mission-control A CTO-grade operating system for your portfolio of projects, pre-loaded with hard-won engi 6 Claude Code 21 281 tok
linxiaobin0023/agent-harness An Agent Harness system for the full product development lifecycle. 6 Claude Code 12
pwl1987/ai_story Automated generation tools for AI videos, AI anime, AI short dramas, and AI comics. 6 Claude Code, Codex, Gemini CLI, OpenCode 3 7,694 tok
CAREEMER/appflowy-mcp Appflowy HTTP MCP server for Self hosted solution 6 Claude Code, Codex, OpenCode 2 671 tok
intelligent-ears/pd-tools-mcp A Model Context Protocol (MCP) server that integrates [ProjectDiscovery](https://projectdi 6 GitHub Copilot 1 130 tok
Roshan-RB/Autodesk_MCP Custom MCP server built for Autodesk Alias API Documentation 6 Claude Code, Codex, OpenCode 2 624 tok
holaboss-ai/holaboss-apps Holaboss workspace modules — self-contained TanStack Start apps with MCP server and SQLite 6 Claude Code 2 5,732 tok
langedb/grouper-mcp MCP Server for Internet2 Grouper. Allows integration between AI and Grouper 6 Claude Code 1 1,511 tok
yolonir/pi-codemcp Typed, sandboxed Code Mode access to configured MCP servers for Pi 6 Codex, OpenCode 1 383 tok
vines90/foreign-trade-cursor-skills Foreign trade Cursor Agent skills: lead generation, background checks, SMTP, Feishu Bitabl 6 Cursor 9
TridentCore/Trident.Net Declarative Minecraft instance and modpack toolchain (.NET core libraries + CLI + MCP Serv 6 Codex, OpenCode 1 739 tok
dungnotnull/mountain-landslide-early-warning-agent-skill ⛰️🚨 Mountain Landslide Early-Warning & Geotechnical Risk Advisor | Production-grade Claud 6 Claude Code 1 1,405 tok
gmoigneu/grimoire GRIMOIRE (Global Repository and Index for Model Operations, Instructions and Response Engi 6 Claude Code 1 534 tok
FlapPearLabs/zhihu-grabber-toolkit Zhihu answer scraper (AGPL) + large-corpus routing and orchestration Skill (MIT). Agent to 6 Codex, OpenCode 1 8,836 tok
OmerLapidot/whatsapp-connector hopala.io Local WhatsApp daemon + wa CLI + Claude skill. Agents read freely; sends require a human-a 6 Claude Code 1
EZotoff/ez-omo-config Production-ready OpenCode + Oh-My-OpenCode configuration pack. 7 AI providers, 12 speciali 6 Codex, OpenCode 1 5,653 tok
Airmail/airmail-mcp airmailapp.com Model Context Protocol (MCP) server for Airmail. Lets AI assistants manage emails, contact 6 Claude Code, Codex, OpenCode 2 1,399 tok
cloud-Xolt/local-repo-mcp Secure local Git repository access for ChatGPT and MCP clients. Read, search, diff, patch, 6 Codex, OpenCode 1 734 tok
clenci/arch-advisor Interactive architecture advisor for multi-agent LLM systems — Claude Code plugin that gui 6 Claude Code 1 2,072 tok
windaddict/switchboard-streamdeck movingavg.com A macOS Stream Deck plugin for fast context-switching — live Claude Code keys, Safari tabs 6 Claude Code 1 9,350 tok
Future-CX/AI-Architecture-Toolkit Open-source AI agents, skills, templates, and workflows for software architects and enterp 6 Codex, OpenCode 1 941 tok
agentproto/ts agentproto.sh Open agentic runtime in TypeScript — run any coding agent in the background, check its wor 6 Claude Code, Codex, OpenCode 3 3,660 tok
brainbytes-dev/everything-claude-finance The complete finance, accounting, and economics system for Claude Code — 20 agents, 51 ski 6 Claude Code, Codex, OpenCode 2 2,723 tok
suanova/cubepilot Kubernetes-native AI assistant platform with per-user OpenClaw agents, persistent sessions 6 Claude Code, Codex, OpenCode 2 503 tok
gleanwork/pluginpack Compile one source of agent plugins - skills, commands, hooks, and MCP servers - into the 6 Claude Code 1 1,676 tok
Nokke32/pp-mcp A read-only MCP server that provides filtered account and portfolio data from one or more 6 Claude Code 1 2,885 tok
jenkinsm13/resolve-mcp 6 Claude Code 23 2,227 tok
StormXX/rive-docs-mcp 6 Claude Code 1 1,847 tok
omznc/olx-mcp MCP server za OLX.ba. Pretraga, objavljivanje i upravljanje oglasima iz Claudea 6 Claude Code 1 723 tok
asiletskyi-pm-evo/grow-product-manager-plugin Claude Cowork plugin for Product Managers. Research, concepts, requirements, task creation 6 Codex, OpenCode 1 1,515 tok
binpash/trai A Claude Code plugin for sandboxing tool calls 6 Claude Code 1 2,387 tok
whichguy/gas_mcp MCP Server for Google Apps Script which allows the ability to auth, read, write, and run p 6 Claude Code 1 3,387 tok
tan-yong-sheng/miniflux-mcp 6 Claude Code 1 861 tok
lecopivo/another-houdini-mcp Yet Another Houdini MCP 6 Codex, OpenCode 1 1,052 tok
aradar46/reuse-before-generate Stop your AI agent from rebuilding what already exists. An opinionated MCP server that che 6 Gemini CLI 1 1,059 tok
UseJunior/email-agent-mcp Email connectivity for AI agents — MCP server for Claude Code, Gemini CLI, Cursor, and mor 6 Claude Code, Codex, Gemini CLI, OpenCode 4 872 tok
cesteral/mcp-open-advertising 6 Claude Code, Codex, OpenCode 2 4,847 tok
tchivs/aktools-pro 🚀 AkTools Pro: An enhanced financial MCP server. Supports A-shares, U.S. and Hong Kong st 6 Codex, Cursor, OpenCode 2 1,933 tok
kemalyy/edumints-scorm-mcp mcp.edumints.com Open-source MCP server that assembles interactive, SCORM-compliant e-learning courses. Sel 6 Codex, OpenCode 1 2,042 tok
jezweb/australian-postcodes-mcp FastMCP server for Australian postcodes and suburbs lookup with fuzzy matching 6 Claude Code 1 2,247 tok
cyanheads/eurostat-mcp-server npmjs.com Search and query the Eurostat catalogue — EU economy, demography, trade, health, and NUTS 6 Claude Code, Codex, OpenCode 2 12,010 tok
mbentham/SqlAugur MCP server providing AI assistants with safe, read-only access to SQL Server databases. AS 6 Codex, OpenCode 1 650 tok