Get Started
Extend M365 Copilot
Microsoft SDKs
Protocols & Standards
OSS & Third-party
Samples
Learning
Community
Overview
Declarative agents
Plugins
Plugins overview
— extend Copilot with custom actions and API integrations
API plugins
— connect Copilot to live data and actions via REST APIs
Graph connectors
Semantic Kernel
Foundry Agent Service
Microsoft Agent Framework
Microsoft Agent Framework documentation
— the next generation of both Semantic Kernel and AutoGen, built by the same teams; graph-based workflows, multi-agent orchestration, human-in-the-loop (public preview)
Quickstart
— build your first agent in Python or .NET
GitHub —
microsoft/agent-framework
|
Python samples
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C# samples
Packages —
pip install agent-framework --pre
|
NuGet: Microsoft.Agents.AI
Azure Durable Functions integration
— host long-running, reliable agents as durable functions
A2A protocol integration
— cross-platform agent interoperability
Migration guides —
from Semantic Kernel
|
from AutoGen
Introducing Microsoft Agent Framework
— Azure blog announcement
Microsoft Agent Framework Version 1.0
— production-ready 1.0 release for .NET and Python with stable APIs and long-term support (Apr 2026)
From Local to Production: The Complete Developer Journey
— Foundry blog on Agent Framework v1.0 + Foundry Toolkit GA, memory, Toolbox, hosted agents, and observability
The Open-Source Engine for Agentic AI Apps
— Microsoft Foundry blog deep-dive
Making AI Agents Simple for Every Developer
— .NET Blog — building blocks, workflows, and production patterns
Semantic Kernel and Microsoft Agent Framework
— relationship, roadmap, and transition guidance
Workflows documentation
— graph-based orchestration for composing agents, tools, and human-in-the-loop steps
Framework overview
— architecture, capabilities, and cross-language support
microsoft/Agent-Framework-Samples
— official guided examples for Python and .NET
Build a real-world example with Agent Framework, Foundry, MCP, and Aspire
— end-to-end production app walkthrough
Multi-Agent Reference Architecture
— patterns, building blocks, orchestration, security, and evaluation for enterprise multi-agent systems
|
GitHub
Orchestrating Multi-Agent Intelligence: MCP-Driven Patterns
— Tech Community deep-dive on orchestration patterns (handoff, reflection, magentic)
Microsoft 365 Agents SDK
M365 Agents SDK documentation
— successor to Bot Framework; deploy agents across Teams, Microsoft 365 Copilot, Copilot Studio, webchat, and more from a single codebase; AI-stack agnostic (.NET GA, JS v1.4, Python v0.7)
Introducing the Microsoft 365 Agents SDK
— announcement blog post
Quickstarts —
C#
|
JavaScript
|
Python
GitHub —
microsoft/Agents
(samples & hub)
|
.NET
|
JavaScript
|
Python
Microsoft 365 Agents Toolkit —
VS Code extension
|
documentation
|
GitHub
— scaffolding templates, local playground for debugging, and one-click Azure deployment
What is the Microsoft 365 Agents SDK?
— architecture, capabilities, and when to use this SDK vs. declarative agents
Introducing the Microsoft 365 Agents Toolkit
— tooling announcement: scaffolding, debugging, CI/CD, and GitHub Copilot integration
Build custom engine agents with M365 Agents SDK
— end-to-end guide for building custom engine agents for Microsoft 365 Copilot
Create and deploy an agent with M365 Agents SDK
— step-by-step from project creation to production deployment
Bot Framework to Agents SDK migration guide
— namespace changes, unsupported features, and migration steps for .NET, Node.js, and Python
Microsoft Learn training path
— build custom engine agents with the M365 Agents SDK (hands-on modules)
Agents Toolkit overview
— IDE integration for Visual Studio, VS Code, and CLI
Copilot Studio developer tools
Agent 365 SDK
Agent-to-Agent (A2A)
Model Context Protocol (MCP)
LangChain
AutoGen
CrewAI
LlamaIndex
Courses & curricula
AI Agents for Beginners
— Microsoft's free 12-lesson course covering agent fundamentals, multi-agent systems, orchestration, evaluation, and deployment
|
GitHub
Exploring Microsoft Agent Framework
— dedicated lesson from the AI Agents for Beginners course
Get started with Agent Framework (Microsoft Learn)
— step-by-step guide from first agent to workflows and hosting
Generative AI for Beginners in .NET (v2)
— rebuilt for .NET 10 with Agent Framework integration
Build custom engine agents with M365 Agents SDK (Microsoft Learn)
— hands-on training path covering fundamentals, the SDK, deployment, and Copilot integration
Lab BMA2 — Build your first agent using M365 Agents SDK
— Copilot Developer Camp hands-on lab
Copilot Developer Camp
— full set of hands-on labs for declarative agents, custom engine agents, plugins, and connectors
Microsoft Build 2025
Microsoft Ignite 2025
Video tutorials
Blog posts & articles
Microsoft Agent Framework Version 1.0
— Agent Framework blog — production-ready 1.0 release for .NET and Python (Apr 3, 2026)
From Local to Production: The Complete Developer Journey
— Foundry blog — Agent Framework v1.0, Foundry Toolkit GA, memory, and hosted agents in one story (Apr 22, 2026)
Introducing Toolboxes in Foundry
— Foundry blog — curate, configure, and reuse tools across agents through a unified endpoint (Apr 22, 2026)
Introducing the new hosted agents in Foundry Agent Service
— Foundry blog — secure, scalable compute with file system, code execution, and persistent memory (Apr 22, 2026)
Agent Skills in .NET: Three Ways to Author, One Provider to Run Them
— Agent Framework blog — file-based, inline C#, and class-based skills with script execution and approvals (Apr 13, 2026)
Building a Real-Time Multi-Agent UI with AG-UI and Agent Framework Workflows
— Agent Framework blog — multi-agent customer support UI with handoffs, approvals, and live state (Apr 8, 2026)
CodeAct in Agent Framework: Faster Agents with Fewer Model Turns
— Agent Framework blog — collapse multi-step tool plans into isolated code execution for ~50% lower latency (Apr 23, 2026)
Chat History Storage Patterns in Microsoft Agent Framework
— Agent Framework blog — architectural patterns for conversation history across cost, privacy, and portability trade-offs (Apr 24, 2026)
MCP Apps now available in Copilot chat
— M365 Developer Blog — agents render interactive UI (forms, dashboards, diagrams) inline in Copilot via MCP Apps or OpenAI Apps SDK (Apr 7, 2026)
What’s new with M365 Copilot declarative agents — April 2026
— Andrew Connell / Voitanos — MCP Apps, embedded knowledge, and the new M365 Agents Toolkit plugin walkthrough
Introducing Microsoft Agent Framework: The Open-Source Engine for Agentic AI Apps
— Microsoft Foundry Blog
Making AI Agents Simple for Every Developer
— .NET Blog on building blocks, workflows, and production patterns
Semantic Kernel and Microsoft Agent Framework
— roadmap, relationship, and transition guidance
Semantic Kernel Roadmap H1 2025
— accelerating agents, processes, and integration; the path to Agent Framework
Build a real-world example with Agent Framework, Foundry, MCP, and Aspire
— Microsoft Developer Blog end-to-end walkthrough
Designing Multi-Agent Intelligence
— Microsoft Developer Blog on enterprise multi-agent architecture and design patterns
Orchestrating Multi-Agent Intelligence: MCP-Driven Patterns
— Tech Community deep-dive on handoff, reflection, and magentic orchestration
Introducing the Microsoft Agent Framework
— Azure Developer Community Hub overview
Getting Started with Microsoft Agent Framework
— Johan Rin — Python hands-on walkthrough with Azure OpenAI
Build your first AI Agent using Microsoft Agent Framework
— Anuraj — .NET tutorial with orchestration and external tools
Building AI Agents with Microsoft Agent Framework and Ollama
— Anto Subash — local model inference with streaming and custom tools
Migrating from Semantic Kernel to Microsoft Agent Framework: A C# Developer’s Guide
— side-by-side migration walkthrough
Semantic Kernel + AutoGen = Open-Source ‘Microsoft Agent Framework’
— Visual Studio Magazine analysis of the convergence
Introducing the Microsoft 365 Agents SDK
— M365 Developer Blog launch announcement with architecture and code examples
Introducing the Microsoft 365 Agents Toolkit
— M365 Developer Blog on scaffolding, debugging, and deploying agents
Ignite 2025: A Developer’s Guide to Building Agents for Microsoft 365
— M365 Developer Blog session guide and agent strategy overview
How M365 Agents SDK Simplifies Building Unified Agents for Any Channel
— Nanddeep Nachan — multi-channel deployment, Graph API, and extensibility deep-dive
Building Agents with Microsoft 365 Agents SDK
— Nanddeep Nachan — getting started walkthrough
Building an Agent with Microsoft Agent Framework and M365 Agents SDK
— AI ML Insider — combining the Agent Framework with the M365 SDK for end-to-end agent deployment
Ignite 2025 AI Announcements: What Software Developers Need to Know
— Tech Community summary of agentic AI advancements and Foundry updates
M365 Developers Update | June 2025
— SDK advances, adaptive cards, streaming responses, and cross-platform agent management