AI & MLAuto-generated

Azure ML Web Services Management Client MCP Server

These APIs allow end users to operate on Azure Machine Learning Web Services resources. They support the following operations:<ul><li>Create or update a web service</li><li>Get a web service</li><li>Patch a web service</li><li>Delete a web service</li><li>Get All Web Services in a Resource Group </l

Quick Setup

Transport: STDIO

Command: npx -y @mcp/azure-com-machinelearning-webservices

Environment Variables

AZURE_ML_WEB_SERVICES_MANAGEMENT_CLIENT_API_KEY

Example: your_azure_ml_web_services_management_client_api_key

MCP Server Configuration

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

{
  "mcpServers": {
    "azure-com-machinelearning-webservices": {
      "command": "npx",
      "args": ["-y","@mcp/azure-com-machinelearning-webservices"],
      "env": {
      "AZURE_ML_WEB_SERVICES_MANAGEMENT_CLIENT_API_KEY": "your_azure_ml_web_services_management_client_api_key"
}
    }
  }
}

Endpoints

GET/subscriptions/{subscriptionId}/providers/Microsoft.MachineLearning/webServices

WebServices_List

GET/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/webServices

WebServices_ListByResourceGroup

GET

/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/webServices/{webServiceName}

WebServices_Get

PUT

/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/webServices/{webServiceName}

WebServices_CreateOrUpdate

DELETE

/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/webServices/{webServiceName}

WebServices_Remove

PATCH

/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/webServices/{webServiceName}

WebServices_Patch

GET

/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/webServices/{webServiceName}/listKeys

WebServices_ListKeys