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Microsoft Foundry Agent Service

Microsoft's fully managed platform for building, deploying, and scaling AI agents inside Microsoft Foundry — with models from the Foundry catalog, built-in and MCP tools, and isolated Micro VM hosting for code-based agents.

Producer:MicrosoftManaged Cloud · ServerlessISO/IEC 27001 · ISO/IEC 27018 · ISO/IEC 27017Released:Nov 19, 2024
Regional availability
  • East US
  • East US 2
  • West US
  • West US 3
  • North Central US
  • South Central US
  • West Europe
  • North Europe
  • Sweden Central
  • UK South
  • France Central
  • Switzerland North
  • Japan East
  • Australia East
  • Canada Central
  • Microsoft Cloud for Sovereignty
Data residencySovereign cloud
Microsoft Foundry Agent Service
Supported models
17SLM/LLM
SDK / Languages
3python, javascript…
Uptime SLA
99.9%
Robotics-Ready

Description

History and rebrand

The service debuted in November 2024 as Azure AI Agent Service — the Azure AI Foundry component responsible for agent runtime. It reached public preview in March 2025 and became generally available in late 2025. In April 2026, as part of a broader brand consolidation, Microsoft renamed the platform to Microsoft Foundry Agent Service, and Azure AI Foundry itself became Microsoft Foundry. Legacy endpoints (`*.services.ai.azure.com/api/projects/.../agents`) remain backward compatible.

Platform architecture

Foundry Agent Service supports three agent types: Prompt agents (no-code, configured in the portal or via SDK), Workflow agents (declarative YAML orchestrations with branching and human-in-the-loop), and Hosted agents — code-based agents built with any framework (Microsoft Agent Framework, LangGraph, custom code) and deployed as containers on isolated Micro VMs that scale per session.

Tools and protocols

Built-in tools include web search, file search, memory, code interpreter, and hosted MCP servers (including Azure DevOps MCP). Toolbox lets teams publish a tool set once and consume it from any MCP-compatible runtime. Agents authenticate through Microsoft Entra (managed identity, OAuth On-Behalf-Of). Publishing supports OpenResponses, Activity, and A2A (preview) protocols for agent-to-agent communication, while distribution targets Microsoft 365 Copilot, Teams, and the Entra Agent Registry.

MLOps LifecycleMLOps LifecycleFull model lifecycle: registry, feature store, prompt management, monitoring and human-in-the-loop.

7/10 supported

Prompt Management

Prompt registry — central prompt repository
Versioning — prompt versioning and history
Testing frameworks — A/B testing and prompt evaluation
3 / 3 supported · none unsupported

Monitoring

Data drift detection — input data drift detection
Concept drift detection — concept drift detection
Hallucination monitoring — LLM hallucination monitoring
Bias evaluation tools — bias evaluation tooling
3 / 4 supported · 1 unsupported hidden

Human-in-the-Loop

Labeling services — data labeling tools
RLHF workflows — reinforcement learning from human feedback
Manual override — manual override of model decisions
1 / 3 supported · 2 unsupported hidden

Data & KnowledgeData & Knowledge ManagementData connectors, vector database integration, native vector search and data management (PII, provenance, synthetic data).

ApplicationsAI ApplicationsDomains and use cases this platform is best suited for — from RAG and fine-tuning to scientific research.

11

SecurityEnterprise SecurityCertifications, access controls and data-protection features essential for corporate deployments and cloud privacy compliance.

Developer EcosystemDeveloper EcosystemDeveloper resources: available SDKs, supported programming languages, and infrastructure features and model-deployment methods.

SDK Languages
PyPythonJSJavaScriptTSTypeScript
API Type
REST
Community & resources
Templates library
Quickstarts
API Reference
Tutorials
$

Pricing & Business ModelPricing & Business ModelBilling models (usage-based, provisioned throughput), resource limits and SLA parameters (uptime, support tiers).

Pricing models

Usage-based
Token-based
Provisioned throughput

Resource quotas

Per project
Per user
Cost alerting

SLA & Support

99.9%uptime SLA
StandardEnterprise 24/7

Supported AI Models

17

SourcesDocumentation VaultCentralized hub of links to official sources, technical guides, repositories and release notes.