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Amazon SageMaker Runtime MCP Server

The Amazon SageMaker runtime API.

Quick Setup

Transport: STDIO

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

Environment Variables

AMAZON_SAGEMAKER_RUNTIME_API_KEY

Example: your_amazon_sagemaker_runtime_api_key

MCP Server Configuration

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

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

Endpoints

POST/endpoints/{EndpointName}/invocations

InvokeEndpoint

POST/endpoints/{EndpointName}/async-invocations#X-Amzn-SageMaker-InputLocation

InvokeEndpointAsync

Official Documentation →