Manage Amazon SageMaker HyperPod clusters with the new Amazon SageMaker AI MCP Server
News
This article announces support for Amazon SageMaker HyperPod cluster management in the new Amazon SageMaker AI MCP Server.
- SageMaker AI MCP Server now enables AI assistants to provision and manage HyperPod clusters
- Automates cluster setup with CloudFormation templates optimizing networking, storage, compute
- Supports both Amazon EKS and Slurm orchestration for distributed training and inference
- Provides comprehensive cluster and node management tools including scaling and patching
- Integrates with AWS API, Knowledge, and EKS MCP Servers for complete HyperPod API coverage
- Enables data scientists to setup AI/ML clusters without infrastructure expertise
- Available in all regions where SageMaker HyperPod is supported
The SageMaker AI MCP Server simplifies AI/ML cluster operations for both administrators and data scientists through AI-assisted management.
The AWS News Feed is currently looking for gold sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.
Related articles
Feb 6
2026
2026
Manage Amazon SageMaker HyperPod clusters using the HyperPod CLI and SDK
Aug 11
2025
2025
Amazon SageMaker HyperPod now provides a new cluster setup experience
Sep 2
2025
2025
Announcing the new cluster creation experience for Amazon SageMaker HyperPod
Aug 8
2025
2025
Amazon SageMaker HyperPod now supports continuous provisioning for enhanced cluster operations
The AWS News Feed is currently looking for silver sponsors. If you want to support the AWS community and reach a large audience of AWS professionals, consider sponsoring the AWS News Feed.