Amazon SageMaker AI MCP Server
The Amazon SageMaker AI MCP server provides agents with tools to enable high-performance, low-cost AI/ML model development. Currently, this server includes tools for managing SageMaker HyperPod clusters.
Tools (5)
This server provides the following tools for AI assistants:
Considerations
readWhen using the SageMaker AI MCP Server, consider the following:
Permissions
readThe SageMaker AI MCP Server can be used for production environments with proper security controls in place. The server runs in read-only mode by default, which is recommended and considered generally safer for production environments. Only explicitly enable write access when necessary. Below are the HyperPod MCP tools available in read-only versus write-access mode: