Microsoft is integrating Model Context Protocol (MCP) support into Windows ML, enabling developers to build agentic AI applications that run locally with secure access to system resources. The platform includes an MCP registry, security wrappers, and sandboxed execution environments that treat each agent as an isolated tenant. Developers can register MCP servers via MSIX packages and use connectors like the Windows File Explorer integration to give agents controlled access to local resources. This architecture leverages virtualization-based security to reduce risks while enabling autonomous agent workflows that combine local and remote capabilities.
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