AGENTS.md examples from real projects

MicrosoftAGENTS.md

mcp-for-beginners / ta

microsoft/mcp-for-beginners/translations/ta/AGENTS.md

MCP தொடக்கக்காரர்களுக்கான என்பது மாடல் சூழல் புரொட்டோகால் (MCP) - ஏஐ மாதிரிகள் மற்றும் கிளையன்ட் பயன்பாடுகளுக்கு இடையேயான தொடர்புக்கான ஒரு முறைமையான枠架ந்துறை மற்றும் திறந்த மூல கல்வி பாடத்திட்டம் ஆகும். இந்த சேமிப்பகத்தில் பல தொகுப்புக் மொழிகளில் செயல்பாட்டு குறியீட்டு உதாரணங்களுடன் விரிவான கற்றல் பொருட்கள் உள்ளன. இது ஒரு ஆவணமயமாக்கப்பட்ட சேமிப்பகம். பெரும்பான்மையான அமைப்பு தனித்தனியான மாதிரித் திட்டங்கள் மற்றும் ஆய்வுக்கூடங்களில் நிகழ்கிறது. மாதிரித் திட்டங்கள் உள்ளன: - 03-GettingStarted/samples/ - மொழி-சார்ந்த உதாரணங்கள் - 03-GettingStarted/01-first-server/solution/ - முதல் சேவையக செயல்பாடுகள் - 03-GettingStarted/02-client/solution/ - கிளையன்ட் செயல்பாடுகள் - 11-MCPServerHandsOnLabs/ - விரிவான தரவுத்தள ஒருமைமை ஆய்வுக்கூடங்கள் ஒவ்வொரு மாதிரித் திட்டத்திற்கும் தனித்தனியான அமைப்புச் செவ்வியல் உள்ளன:

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MicrosoftAGENTS.md

mcp-for-beginners / te

microsoft/mcp-for-beginners/translations/te/AGENTS.md

కొత్తవారికి MCP అనేది Model Context Protocol (MCP) నేర్చుకోవడానికి ఓపెన్-సోర్స్ విద్యా పరీక్షాంశం - ఇది AI మోడల్స్ మరియు క్లయింట్ అప్లికేషన్స్ మధ్య పరస్పర చర్యలకు ఒక ప్రమాణీకృత నేపథ్యం. ఈ రిపాజిటరీలో వివిధ ప్రోగ్రామింగ్ భాషలలో హ్యాండ్స్-ఆన్ కోడ్ ఉదాహరణలతో సమగ్ర అధ్యయన పదార్థాలు అందుబాటులో ఉన్నాయి. ఇది డాక్యుమెంటేషన్-ఆధారిత రిపాజిటరీ. ఎక్కువ సెటప్ ప్రత్యేక నమూనా ప్రాజెక్టులు మరియు ల్యాబ్స్‌లో జరుగుతుంది. నమూనా ప్రాజెక్టులు ఈ చోట్ల ఉంటాయి: - 03-GettingStarted/samples/ - భాషకు ప్రత్యేక ఉదాహరణలు - 03-GettingStarted/01-first-server/solution/ - మొదటి సర్వర్ అమలు - 03-GettingStarted/02-client/solution/ - క్లయింట్ అమలు - 11-MCPServerHandsOnLabs/ - సమగ్ర డేటాబేస్ ఏకీకరణ ల్యాబ్స్ ప్రతి నమూనా ప్రాజెక్టుకు…

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MicrosoftAGENTS.md

mcp-for-beginners / th

microsoft/mcp-for-beginners/translations/th/AGENTS.md

MCP สำหรับผู้เริ่มต้น เป็นหลักสูตรการศึกษาที่เปิดเผยแหล่งที่มาเพื่อเรียนรู้ Model Context Protocol (MCP) - กรอบงานมาตรฐานสำหรับการโต้ตอบระหว่างโมเดล AI และแอปพลิเคชันของลูกค้า ที่เก็บนี้มีวัสดุการเรียนรู้ที่ครอบคลุมพร้อมตัวอย่างโค้ดใช้งานจริงในหลายภาษาโปรแกรม นี่เป็นที่เก็บข้อมูลที่เน้นเอกสาร วิธีการตั้งค่าส่วนใหญ่อยู่ในโครงการตัวอย่างและห้องปฏิบัติการแต่ละรายการ โครงการตัวอย่างตั้งอยู่ที่: - 03-GettingStarted/samples/ - ตัวอย่างเฉพาะภาษา - 03-GettingStarted/01-first-server/solution/ - การใช้งานเซิร์ฟเวอร์ตัวแรก - 03-GettingStarted/02-client/solution/ - การใช้งานไคลเอนต์ - 11-MCPServerHandsOnLabs/ - ห้องปฏิบัติการบูรณาการฐานข้อมูลครบวงจร แต่ละโครงการตัวอย่างมีคำแนะนำการตั้งค่าเป็นของตัวเอง: - [x] ความชัดเจนของผู้ร่วมพัฒนาใหม่: ไฟล์นี้กำหนดวัตถุประสงค์ของ repository, โครงสร้าง กฎการร่วมพัฒนา และเส้นทางการตั้งค่าตัวอย่าง - [x] คำสั่ง build/test/lint พร้อมออปชันที่แน่นอน: - ตรวจสอบเอกสาร repository lint: npx --yes markdownlint-cli2 "**/*.md" "#node_modules" "#translations" "#translated_images" - ตรวจสอบรูปแบบลิงก์เอกสาร repository: find . -name "*.md" -not -path "*/node_modules/*" -not -path "./translations/*" -not -path "./translated_images/*" -print0 | xargs -0 grep -En "\[.*\]\(.*\)" -…

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MicrosoftAGENTS.md

mcp-for-beginners / tl

microsoft/mcp-for-beginners/translations/tl/AGENTS.md

MCP para sa Mga Baguhan ay isang open-source na pang-edukasyong kurikulum para matutunan ang Model Context Protocol (MCP) - isang pinagsanib na balangkas para sa mga interaksyon sa pagitan ng mga AI model at mga kliyenteng aplikasyon. Ang repository na ito ay nagbibigay ng malawak na materyales sa pag-aaral kasama ang mga halimbawa ng kodigo sa maraming programming languages. Ito ay isang dokumentasyong nakatuon na repository. Karamihan sa setup ay ginagawa sa mga indibidwal na halimbawang proyekto at mga labs.

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MicrosoftAGENTS.md

mcp-for-beginners / tr

microsoft/mcp-for-beginners/translations/tr/AGENTS.md

Yeni Başlayanlar için MCP, Model Context Protocol (MCP) - AI modelleri ile istemci uygulamalar arasındaki etkileşimler için standart bir çerçeve olan MCP'yi öğrenmek için açık kaynaklı bir eğitim müfredatıdır. Bu depo, birden çok programlama dilinde pratik kod örnekleriyle kapsamlı öğrenme malzemeleri sunar. Bu, belge odaklı bir depodur. Çoğu kurulum bireysel örnek projeler ve laboratuvarlar içinde gerçekleşir. Örnek projeler aşağıdaki konumlardadır: - 03-GettingStarted/samples/ - Dil spesifik örnekler - 03-GettingStarted/01-first-server/solution/ - İlk sunucu uygulamaları - 03-GettingStarted/02-client/solution/ - İstemci uygulamaları - 11-MCPServerHandsOnLabs/ -…

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MicrosoftAGENTS.md

mcp-for-beginners / uk

microsoft/mcp-for-beginners/translations/uk/AGENTS.md

MCP для початківців — це відкритий навчальний курс для вивчення Протоколу Контексту Моделі (MCP) — стандартизованої рамки для взаємодії між AI-моделями та клієнтськими додатками. Цей репозиторій надає комплексні навчальні матеріали з практичними прикладами коду на кількох мовах програмування. Це репозиторій, орієнтований на документацію. Більшість налаштувань відбувається у кожному окремому прикладі проекту та лабораторії. Прикладні проєкти знаходяться в: - 03-GettingStarted/samples/ - Приклади для конкретних мов - 03-GettingStarted/01-first-server/solution/ - Перші реалізації серверів - 03-GettingStarted/02-client/solution/ - Клієнтські реалізації - 11-MCPServerHandsOnLabs/ - Комплексні лабораторії…

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MicrosoftAGENTS.md

mcp-for-beginners / ur

microsoft/mcp-for-beginners/translations/ur/AGENTS.md

MCP برائے مبتدیان ماڈل کانٹیکسٹ پروٹوکول (MCP) سیکھنے کے لیے ایک اوپن سورس تعلیمی نصاب ہے - جو AI ماڈلز اور کلائنٹ ایپلیکیشنز کے مابین تعاملات کے لیے ایک معیاری فریم ورک ہے۔ یہ ریپوزٹری مختلف پروگرامنگ زبانوں میں عملی کوڈ کی مثالوں کے ساتھ جامع تعلیمی مواد فراہم کرتی ہے۔ یہ ایک دستاویزی مرکزیت والی ریپوزٹری ہے۔ زیادہ تر سیٹ اپ نمونہ پروجیکٹس اور لیبز کے اندر ہوتا ہے۔ نمونہ پروجیکٹس درج ذیل جگہوں پر موجود ہیں: - 03-GettingStarted/samples/…

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MicrosoftAGENTS.md

mcp-for-beginners / vi

microsoft/mcp-for-beginners/translations/vi/AGENTS.md

MCP dành cho người mới bắt đầu là một chương trình học mở nguồn về giao thức Model Context Protocol (MCP) - một khuôn khổ tiêu chuẩn hóa cho sự tương tác giữa các mô hình AI và các ứng dụng khách. Kho lưu trữ này cung cấp tài liệu học tập toàn diện với các ví dụ mã thực hành trên nhiều ngôn ngữ lập trình. Đây là kho tài liệu tập trung. Hầu hết việc thiết lập diễn…

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MicrosoftAGENTS.md

mcp-for-beginners / zh-CN

microsoft/mcp-for-beginners/translations/zh-CN/AGENTS.md

MCP入门指南 是一个开源的教育课程，用于学习模型上下文协议（MCP）——一种用于 AI 模型与客户端应用之间交互的标准化框架。本仓库提供了涵盖多种编程语言的详尽学习资料和实操代码示例。 这是一个以文档为主的仓库。大多数环境配置均在各个示例项目和实验中进行。 示例项目位于： - 03-GettingStarted/samples/ - 语言特定示例 - 03-GettingStarted/01-first-server/solution/ - 第一个服务器实现 - 03-GettingStarted/02-client/solution/ - 客户端实现 - 11-MCPServerHandsOnLabs/ - 综合数据库集成实验 每个示例项目内均包含其独立的设置说明： - [x] <strong>新贡献者指导清晰</strong>：该文件定义了仓库目的、 结构、贡献规则及示例设置路径。 - [x] 构建/测试/代码风格检查命令及精确参数： - 仓库文档代码风格检查： npx --yes markdownlint-cli2 "**/*.md" "#node_modules" "#translations" "#translated_images" - 仓库文档链接模式审计： find . -name "*.md" -not -path "*/node_modules/*" -not -path "./translations/*" -not -path "./translated_images/*" -print0 | xargs -0 grep -En "\[.*\]\(.*\)" - TypeScript 示例验证： cd 03-GettingStarted/samples/typescript && npm ci && npm test && npm run build - Python 示例验证： cd…

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MicrosoftAGENTS.md

mcp-for-beginners / zh-HK

microsoft/mcp-for-beginners/translations/zh-HK/AGENTS.md

MCP for Beginners 是一個開源教育課程，用於學習模型上下文協議（MCP）——一個 AI 模型與客戶端應用之間互動的標準化框架。本存儲庫提供包含多種程式語言的完整學習資料和實作範例。 本存儲庫以文件為主。大部分設定在各個範例專案與實驗中完成。 範例專案位置： - 03-GettingStarted/samples/ — 依語言分別的範例 - 03-GettingStarted/01-first-server/solution/ — 首個伺服器實作 - 03-GettingStarted/02-client/solution/ — 客戶端實作 - 11-MCPServerHandsOnLabs/ — 完整資料庫整合實驗室 每個範例專案附有其設置說明： 因本存儲庫主要為文件，測試重點為： 各語言範例皆有其測試方式： 本存儲庫文件託管使用 GitHub Pages 或類似平台（如適用）。主分支變更時觸發： 本存儲庫主要為 Markdown 文檔，不需編譯或建置步驟。 各範例專案可能有部署說明： - 參見 03-GettingStarted/09-deployment/ 中 MCP 伺服器部署指引 - Azure 容器應用部署範例在 11-MCPServerHandsOnLabs/

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MicrosoftAGENTS.md

mcp-for-beginners / zh-MO

microsoft/mcp-for-beginners/translations/zh-MO/AGENTS.md

MCP for Beginners 是一個開源的教育課程，用於學習模型上下文協議（MCP）——一個標準化的框架，用於 AI 模型與客戶端應用程序之間的互動。本倉庫提供多種程式語言的綜合學習資料和實作範例代碼。 此倉庫以文件為主。大部分設置工作於個別範例專案與實驗室中進行。 範例專案位於： - 03-GettingStarted/samples/ - 依語言區分的範例 - 03-GettingStarted/01-first-server/solution/ - 首個伺服器實作 - 03-GettingStarted/02-client/solution/ - 客戶端實作 - 11-MCPServerHandsOnLabs/ - 全面資料庫整合實驗室 每個範例專案都含有各自的設置說明： 由於此為主要文件倉庫，測試重點為： 各語言範例附帶專屬的測試方法： 本倉庫使用 GitHub Pages 或類似服務來托管文件（如適用）。main 分支的變更會觸發： 此倉庫主要包含 Markdown 文件，核心課程內容不需編譯或建置。 個別範例專案可能含有部署說明： - 請參閱 03-GettingStarted/09-deployment/ 的 MCP 伺服器部署指南 - 11-MCPServerHandsOnLabs/ 中的 Azure Container Apps 部署範例

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MicrosoftAGENTS.md

mcp-for-beginners / zh-TW

microsoft/mcp-for-beginners/translations/zh-TW/AGENTS.md

初學者 MCP 是一個開源的教學課程，用於學習模型上下文協議 (Model Context Protocol, MCP)——一個 AI 模型與客戶端應用程式之間交互的標準化框架。本儲存庫提供涵蓋多種程式語言的實作程式碼範例的完整學習材料。 這是一個以文件為主的儲存庫，大多數設定工作發生在各個範例專案與實驗室中。 範例專案位置為： - 03-GettingStarted/samples/ - 特定語言範例 - 03-GettingStarted/01-first-server/solution/ - 第一個伺服器實作 - 03-GettingStarted/02-client/solution/ - 客戶端實作 - 11-MCPServerHandsOnLabs/ - 全面性資料庫整合實驗室 每個範例專案都有自己的設定說明： - [x] <strong>新貢獻者清晰度</strong>：此文件定義儲存庫目的、 結構、貢獻規則及範例設定路徑。 - [x] 精確標記的建置/測試/程式碼風格檢查指令： - 儲存庫文件風格檢查： npx --yes markdownlint-cli2 "**/*.md" "#node_modules" "#translations" "#translated_images" - 儲存庫文件連結模式稽核： find . -name "*.md" -not -path "*/node_modules/*" -not -path "./translations/*" -not -path "./translated_images/*" -print0 | xargs -0 grep -En "\[.*\]\(.*\)" - TypeScript 範例驗證： cd 03-GettingStarted/samples/typescript && npm ci && npm test && npm run…

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MicrosoftAGENTS.md

playwright-python

microsoft/playwright-python/AGENTS.md

Python bindings for Playwright. The client in playwright/_impl/ talks to the Node.js driver in playwright/driver/ over a pipe. Everything comes from microsoft/playwright at the commit in DRIVER_VERSION: the driver, the generated API and the code that we port. .upstream/ is a full clone of it (gitignored). Read upstream code there. Do not edit, commit or switch branches in it. You need Python 3.10+, git, Node.js and npm. When DRIVER_VERSION changes, for example after a pull, run python scripts/upstream.py checkout and…

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MicrosoftAGENTS.md

playwright-python / tests

microsoft/playwright-python/tests/AGENTS.md

These rules say how to write tests/async/{page,library} and tests/sync/{page,library} from tests/page and tests/library in microsoft/playwright, at the commit in DRIVER_VERSION. Use them at each roll, for every new or changed upstream test. The upstream tests are in .upstream/, the checkout at that commit. The steps of a roll are in the playwright-roll skill. The port is line by line, with zero deviations. A reviewer reads the .spec.ts file and the two .py files side by side. Each upstream statement maps…

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MicrosoftAGENTS.md

RD-Agent / claude

microsoft/RD-Agent/rdagent/scenarios/rl/autorl_bench/agents/claude/AGENTS.md

You MUST maintain a file called summary.md in the workspace root. Update it after every training attempt and every submission, not just at the end.

MicrosoftAGENTS.md

agent-framework / dotnet

microsoft/agent-framework/dotnet/AGENTS.md

Instructions for AI coding agents working in the .NET codebase. See ./.github/skills/build-and-test/SKILL.md for detailed instructions on building, testing, and linting projects. See ./.github/skills/project-structure/SKILL.md for an overview of the project structure. See ./.github/skills/pull-requests/SKILL.md for guidance on writing PR descriptions and handling/resolving PR review comments. The framework integrates with Microsoft.Extensions.AI and Microsoft.Extensions.AI.Abstractions (external NuGet packages) using types like IChatClient, FunctionInvokingChatClient, AITool, AIFunction, ChatMessage, and AIContent. When developing or reviewing code, verify adherence to these key design principles: Samples (in ./samples/ folder) should…

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MicrosoftAGENTS.md

agent-framework / samples

microsoft/agent-framework/dotnet/samples/AGENTS.md

This file documents the structure and conventions of the .NET samples so that agents (AI or human) can maintain them without rediscovering decisions. 1. Progressive complexity: Sections 01→05 build from "hello world" to production. Within 01-get-started, projects are numbered 01–05 and each step adds exactly one concept.

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MicrosoftAGENTS.md

agent-framework / python

microsoft/agent-framework/python/AGENTS.md

Instructions for AI coding agents working in the Python codebase. Key Documentation: - DEV_SETUP.md - Development environment setup and available poe tasks - CODING_STANDARD.md - Canonical Python engineering and API-design standards - samples/SAMPLE_GUIDELINES.md - Sample structure and guidelines - Python function-calling loop specification - Required behavior, scenario-to-test mapping, coverage gaps, and extra validation for function-loop changes Agent Skills (.github/skills/) — detailed, task-specific instructions loaded on demand: - python-development — Python development workflow and routing to the canonical standards and task-specific…

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MicrosoftAGENTS.md

agent-framework / a2a

microsoft/agent-framework/python/packages/a2a/AGENTS.md

Agent-to-Agent (A2A) protocol support for inter-agent communication. A2A protocol metadata is stored under additional_properties["a2a"]. The legacy a2a_metadata key remains readable and is dual-written during the compatibility period defined by spec 005. Consuming legacy-only input emits FutureWarning; new callers should write only the canonical a2a key.

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MicrosoftAGENTS.md

agent-framework / ag-ui

microsoft/agent-framework/python/packages/ag-ui/AGENTS.md

AG-UI protocol integration for building agent UIs with the AG-UI standard. - AgentFrameworkAgent - Wraps agents for AG-UI compatibility - AgentFrameworkWorkflow - Wraps native Workflow objects, or accepts workflow_factory(thread_id) for thread-scoped workflow instances without subclassing - AGUIChatClient - Chat client that speaks AG-UI protocol - AGUIHttpService - HTTP service for AG-UI endpoints - agent_framework_messages_to_agui_host_history() - Converts persisted Agent Framework messages to bounded AG-UI Host history while retaining MCP widget payloads and model replay metadata - AGUIEventConverter - Converts between Agent…

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