Claude models hosted through Microsoft Foundry can now use five features aimed at production agent workflows: structured outputs, web search, web fetch, MCP connector support, and tool search. Together, the additions make the service more than a single model-call endpoint.
Structured outputs help applications receive model responses in a predictable format. Web search and web fetch let systems retrieve current or referenced information when a workflow requires it. MCP, the Model Context Protocol, is a way to connect models with external tools and data sources.
The update is aimed at developers building agents on Azure who need controlled access to tools, documents, and live web content. Tool search is especially relevant when an agent has many possible actions and must select the right one.
The announcement does not remove the need for application-level checks around permissions, grounding, and cost. It does, however, shift more of the agent plumbing into Foundry, which can simplify projects that already depend on Microsoft’s AI platform.