How real projects configure their agents

43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742

All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86

Project Stars Configures Files Always loaded
favcrm/mcp FavCRM MCP — install snippets, examples, docs for the Model Context Protocol server at api 0 Cursor 1 90 tok
fixyourdocs/fixyourdocs Open-source product code for FixYourDocs — landing, dashboard, hub, MCP server, CDK infra. 0 Codex, OpenCode 1 326 tok
0200project/base-tx-explain 0200project.com Decode a Base transaction: what it actually did on chain, in plain English. For when your 0 Claude Code 1 2,444 tok
Bigred97/asic-mcp pypi.org Query the Australian Securities and Investments Commission registers in plain English from 0 Claude Code 4 1,874 tok
DistinctlyDeveloped/stylemcp StyleMCP application 0 Codex, OpenCode 1 1,085 tok
4rgon4ut/sutra A Model Context Protocol (MCP) server providing structured prompting templates, protocol s 0 Codex, OpenCode 1 649 tok
A1-x-Tech/mcp-google-calendar MCP server for the Google Calendar API — list calendars, create and manage events, attende 0 Claude Code 1 2,761 tok
A1-x-Tech/mcp-google-chat MCP server for the Google Chat API — list and search spaces, read and send messages, work 0 Claude Code 1 2,369 tok
A1-x-Tech/mcp-google-crux t.me MCP server for Google CrUX — check real-user Core Web Vitals and compare mobile, desktop a 0 Claude Code 1 2,003 tok
A1-x-Tech/mcp-google-custom-search MCP server for the Google Custom Search JSON API — web and image search through a Programm 0 Claude Code 1 2,472 tok
A1-x-Tech/mcp-google-docs MCP server for the Google Docs API — read documents as text, structure or Markdown, edit t 0 Claude Code 1 2,341 tok
A1-x-Tech/mcp-google-drive MCP server for the Google Drive API — search, organize, upload, download, export, share an 0 Claude Code 1 2,476 tok
A1-x-Tech/mcp-google-forms t.me MCP server for Google Forms — create and publish forms, manage questions and read response 0 Claude Code 1 2,078 tok
A1-x-Tech/mcp-google-gmail MCP server for the Gmail API — search, read and send email, manage drafts, labels and the 0 Claude Code 1 2,486 tok
A1-x-Tech/mcp-google-merchants t.me MCP server for Google Merchant Center — diagnose disapproved products and manage product d 0 Claude Code 1 2,058 tok
A1-x-Tech/mcp-google-tasks MCP server for the Google Tasks API — manage task lists, create and organize tasks with du 0 Claude Code 1 2,415 tok
A1-x-Tech/mcp-shopify-admin MCP server for the Shopify Admin API (GraphQL): products, orders, customers, inventory and 0 Claude Code 1 3,680 tok
A1-x-Tech/mcp-yandex-audience t.me MCP server for Yandex Audiences — create CRM and LAL segments, manage pixels and access pe 0 Claude Code 1 2,759 tok
A1-x-Tech/mcp-yandex-dostavka t.me MCP server for the Yandex Delivery B2B API — calculate costs, create, and track shipments 0 Claude Code 1 2,169 tok
A1-x-Tech/mcp-yandex-merchants t.me MCP server for Yandex Products — change product prices, discounts, and visibility without 0 Claude Code 1 2,765 tok
A1-x-Tech/mcp-yango-delivery t.me MCP server for Yango Delivery’s B2B Express Claims API — quote, book and track courier del 0 Claude Code 1 2,035 tok
A1-x-Tech/mcp-yango-retail t.me MCP server for Yango Tech Retail — inspect and manage stores, catalog, prices, stock and o 0 Claude Code 1 2,180 tok
AINative-Studio/ainative-opencode-memory-mcp OpenCode memory MCP — persistent cross-session memory for OpenCode & MCP coding agents, po 0 Codex, OpenCode 1 617 tok
AIPOST-EMAIL/mcp-server 0 Claude Code 1 996 tok
AatirNadim/getMe getme-kv.vercel.app persistent, embeddable key-value store written in golang 0 Codex, OpenCode 1 1,001 tok
Abidit/phi-guard-mcp Local-first MCP server that detects potential PHI flows into LLM, logging, and analytics c 0 Claude Code 1 —
AccelByte/ags-api-mcp-server A Model Context Protocol (MCP) server that issues AccelByte Gaming Services (AGS) API requ 0 Claude Code 1 1,262 tok
AceDataCloud/AiChatMCP MCP server for AI dialogue across multiple LLM models via Ace Data Cloud. 0 Claude Code 1 377 tok
AceDataCloud/GlmMCP MCP server for GLM chat completions (Zhipu AI) via Ace Data Cloud. 0 Claude Code 1 372 tok
AceDataCloud/LumaMCP platform.acedata.cloud MCP server for Luma AI video generation via Ace Data Cloud. 0 Claude Code, GitHub Copilot 2 809 tok
AceDataCloud/QwenImageMCP MCP server for Qwen Image 3 generation and editing via Ace Data Cloud. 0 Claude Code, GitHub Copilot 2 812 tok
AceDataCloud/SoraMCP platform.acedata.cloud MCP server for OpenAI Sora video generation via Ace Data Cloud. 0 Claude Code, GitHub Copilot 2 811 tok
AgentAnycast/agentanycast-node Go daemon for AgentAnycast — P2P networking, encryption, NAT traversal, A2A engine 0 Cursor 1 818 tok
Alejandrehl/kainext-binance-mcp kainext.cl Security-first MCP server for Binance Spot AND an honest crypto analysis consultant — the 0 Claude Code 1 1,789 tok
Iniciativas-Alexendros/agent-protonsuite npmjs.com Agente de software para la Suite Proton: organiza el correo, audita las contraseñas y sinc 0 Codex, OpenCode 1 1,816 tok
Alvi97/angular-signal-forms-migration-mcp npmjs.com MCP server for migrating Angular Reactive Forms to Signal Forms. Finds every construct, sa 0 Claude Code 1 975 tok
Ankur-stockheads/rubo-mcp 0 Claude Code 1 6,435 tok
AntVsl/oura_mcp pypi.org MCP server for Oura Ring data: sleep, readiness, HRV, resting heart rate 0 Codex, OpenCode 1 896 tok
AparajeetS/Traintools Agent-ready PyTorch training diagnostics: gradient health, GNS, batch inspection, data qua 0 Codex, OpenCode 1 698 tok
Apex-Fusion/mcp-server 1 MCP to rule all them chains 0 Claude Code 1 —
BlogFactoryHQ/ghost-publisher-mcp npmjs.com Write with your AI. Publish safely to Ghost. 0 Codex 2 —
BlueWaterCorp/RiskModels_API riskmodels-api.vercel.app 0 Claude Code, Codex, Cursor, OpenCode 8 5,245 tok
ArturSkowronski/minipainter arturskowronski.github.io Local-first CLI + MCP server for a miniature-paint inventory and cross-brand color matchin 0 Claude Code, Codex, OpenCode 3 3,761 tok
AshwanthramKL/whoop-mcp Read-only WHOOP v2 API access for MCP clients — direct OAuth, local SQLite cache, CSV/JSON 0 Codex, OpenCode 1 2,576 tok
Async23/chrome-devtools-mcp npmjs.org Chrome DevTools for coding agents 0 Codex, OpenCode 1 206 tok
Atharva-Jayappa/blast-scope A consequence engine for shell commands 0 Claude Code 1 2,075 tok
BackBond/agent-scan backbond.ai Vet MCP and AI-agent tools before attachment. Local, deterministic static scanning with no 0 Codex, OpenCode 1 825 tok
Craig-Horton/ai-bvf bvf-app.vercel.app Open protocol for scoring AI investments. JSON Schema, scoring engine, MCP server. Spec un 0 Claude Code 3 530 tok
CSOAI-ORG/ad-copy-ai-mcp meok.ai AI-powered ad copy generation for multi-platform campaigns. 0 Cursor 1 77 tok
CSOAI-ORG/accounting-ai-mcp meok.ai accounting-ai-mcp MCP — AI-powered automation tool. MIT. 0 Cursor 1 73 tok