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Amazon SageMaker Service MCP Server

<p>Provides APIs for creating and managing SageMaker resources. </p> <p>Other Resources:</p> <ul> <li> <p> <a href="https://docs.aws.amazon.com/sagemaker/latest/dg/whatis.html#first-time-user">SageMaker Developer Guide</a> </p> </li> <li> <p> <a href="https://docs.aws.amazon.com/augmented-ai/2019-11

Quick Setup

Transport: STDIO

Command: npx -y @mcp/amazonaws-com-sagemaker

Environment Variables

AMAZON_SAGEMAKER_SERVICE_API_KEY

Example: your_amazon_sagemaker_service_api_key

MCP Server Configuration

Add this to your claude_desktop_config.json or Cursor MCP settings.

{
  "mcpServers": {
    "amazonaws-com-sagemaker": {
      "command": "npx",
      "args": ["-y","@mcp/amazonaws-com-sagemaker"],
      "env": {
      "AMAZON_SAGEMAKER_SERVICE_API_KEY": "your_amazon_sagemaker_service_api_key"
}
    }
  }
}

Endpoints

POST/#X-Amz-Target=SageMaker.AddAssociation

AddAssociation

POST/#X-Amz-Target=SageMaker.AddTags

AddTags

POST/#X-Amz-Target=SageMaker.AssociateTrialComponent

AssociateTrialComponent

POST/#X-Amz-Target=SageMaker.BatchDescribeModelPackage

BatchDescribeModelPackage

POST/#X-Amz-Target=SageMaker.CreateAction

CreateAction

POST/#X-Amz-Target=SageMaker.CreateAlgorithm

CreateAlgorithm

POST/#X-Amz-Target=SageMaker.CreateApp

CreateApp

POST/#X-Amz-Target=SageMaker.CreateAppImageConfig

CreateAppImageConfig

POST/#X-Amz-Target=SageMaker.CreateArtifact

CreateArtifact

POST/#X-Amz-Target=SageMaker.CreateAutoMLJob

CreateAutoMLJob

Official Documentation →