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Azure ML Web Services Management Client MCP Config

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

Config URL

Use this URL in any MCP-compatible client to fetch the config automatically.

https://mcpbridge.org/config/azure-com-machinelearning-webservices.json
Download JSONClaude Desktop Setup

One-Click Install

Copy the snippet for your MCP client and paste it in — zero editing required.

Claude Desktop

Add to claude_desktop_config.json

{
  "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"
      }
    }
  }
}

Cursor

Settings → MCP Servers → Add

{
  "mcpServers": {
    "azure-com-machinelearning-webservices": {
      "url": "https://mcpbridge.org/config/azure-com-machinelearning-webservices.json"
    }
  }
}

VS Code

Use with MCP extension

{
  "mcpServers": {
    "azure-com-machinelearning-webservices": {
      "url": "https://mcpbridge.org/config/azure-com-machinelearning-webservices.json"
    }
  }
}

Configuration JSON

Use curl https://mcpbridge.org/config/azure-com-machinelearning-webservices.json to fetch programmatically.

{
  "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"
}
    }
  }
}

How to Use

Claude Desktop

Paste the config JSON into your claude_desktop_config.json.

Full instructions →

Cursor

Go to Cursor Settings → MCP Servers → Add with the JSON above.

CLI / curl

Fetch the config programmatically:

curl https://mcpbridge.org/config/azure-com-machinelearning-webservices.json

Environment Variables

AZURE_ML_WEB_SERVICES_MANAGEMENT_CLIENT_API_KEY

Replace your_azure_ml_web_services_management_client_api_key with your actual 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

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https://mcpbridge.org/config/amazonaws-com-codeguru-reviewer.json
Azure ML Web Services Management ClientMCP Server Details →