AGENTS.md examples from real projects

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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…

17k21d agoDiscuss

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" "#nodemodules" "#translations" "#translatedimages" - ตรวจสอบรูปแบบลิงก์เอกสาร repository: find . -name ".md" -not -path "/node_modules/" -not -path "./translations/" -not -path "./translated_images/" -print0 | xargs -0 grep -En "\[.\]\(.*\)" -…

17k21d agoDiscuss

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.

17k21d agoDiscuss

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/ -…

17k21d agoDiscuss

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…

17k21d agoDiscuss

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/…

17k21d agoDiscuss

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…

17k21d agoDiscuss

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" "#nodemodules" "#translations" "#translatedimages" - 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…

17k21d agoDiscuss

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/

17k21d agoDiscuss

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

17k21d agoDiscuss

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" "#nodemodules" "#translations" "#translatedimages" - 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…

17k21d agoDiscuss

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.

15k7mo agoDiscuss

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…

14k8mo agoDiscuss

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.

14k8mo agoDiscuss

MicrosoftAGENTS.md

agent-framework / python

microsoft/agent-framework/python/AGENTS.md

Instructions for AI coding agents working in the Python codebase. Key Documentation: - DEVSETUP.md - Development environment setup and available poe tasks - CODINGSTANDARD.md - Coding standards, docstring format, and performance guidelines - 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 — coding standards, type annotations, docstrings, logging, performance - python-testing —…

14k8mo agoDiscuss

MicrosoftAGENTS.md

agent-framework / a2a

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

Agent-to-Agent (A2A) protocol support for inter-agent communication.

14k8mo agoDiscuss

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 workflowfactory(threadid) for thread-scoped workflow instances without subclassing - AGUIChatClient - Chat client that speaks AG-UI protocol - AGUIHttpService - HTTP service for AG-UI endpoints - **agentframeworkmessagestoaguihosthistory()* - Converts persisted Agent Framework messages to bounded AG-UI Host history while retaining MCP widget payloads and model replay metadata - *AGUIEventConverter* - Converts between Agent…

14k8mo agoDiscuss

MicrosoftAGENTS.md

agent-framework / anthropic

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

Integration with Anthropic's Claude API.

14k8mo agoDiscuss

MicrosoftAGENTS.md

agent-framework / azure-contentunderstanding

microsoft/agent-framework/python/packages/azure-contentunderstanding/AGENTS.md

agent-framework-azure-contentunderstanding integrates Azure Content Understanding (CU) into the Agent Framework as a context provider. It automatically analyzes file attachments (documents, images, audio, video) and injects structured results into the LLM context. - **contextprovider.py** — Main provider implementation. Overrides before_run() to detect file attachments, call the CU API, manage session state with multi-document tracking, and auto-register retrieval tools for follow-up turns. - Analyzer auto-detection — When analyzer_id=None (default), resolveanalyzer_id() selects the CU analyzer based on media type prefix: audio/ → prebuilt-audioSearch,…

14k8mo agoDiscuss

MicrosoftAGENTS.md

agent-framework / azure-cosmos

microsoft/agent-framework/python/packages/azure-cosmos/AGENTS.md

Azure Cosmos DB for NoSQL integrations for Agent Framework. Container name is configured on the provider. session_id is used as the partition key. Vector collections require an application-provided string key stored as id and a container partition key of /id. Container vector and indexing policies are created only by ensurecollectionexists() and validated before use. Existing incompatible containers are never updated or recreated. Supported vector element types are float32, int8, and uint8. Euclidean search is supported, but Euclidean score thresholds fail…

14k8mo agoDiscuss

CLAUDE.md vs AGENTS.md

About AGENTS.md

What is AGENTS.md?

An open format for instructions to coding agents, read by Codex, Cursor and others. Think of it as a README written for agents.

Where does it go?

At the repository root, with more specific files in subdirectories. Agents read the one closest to the file they're editing.

What should it contain?

Setup and test commands, code style, and the rules a new contributor would need to know.

Does Claude Code read it?

Claude Code reads CLAUDE.md. A one-line CLAUDE.md that points at AGENTS.md covers both.