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MCP-Bridge
AI & MLClaude Desktop Guide

Azure ML Web Services Management Client Claude Desktop Integration

This guide explains how to configure Claude Desktop (Mac and Windows) to use the Azure ML Web Services Management Client API through the Model Context Protocol (MCP). The integration exposes 7 API endpointsas callable tools inside Claude's chat interface, including WebServices_List, WebServices_ListByResourceGroup, WebServices_Get, and more. No API keys or credentials are needed — setup takes approximately 30 seconds. The server runs locally via npx and communicates over STDIO transport. Paste the JSON configuration below into your claude_desktop_config.json file to get started.

Integration Specs

ClientClaude Desktop
Runtimenpx
AuthenticationNone
Setup Time~30 sec

Setup Instructions

1

Open Claude Settings

Launch Claude Desktop, open Settings (click your profile) → Developer → click 'Edit Config'.

2

Locate configuration file

This opens your local 'claude_desktop_config.json' file in your system editor.

3

Insert Server Config JSON

Paste the JSON configuration schema block (provided below) into the 'mcpServers' object.

4

Add authentication credentials

No credentials needed; leave the 'env' mapping empty.

5

Restart Claude app

Save the config file and restart Claude Desktop to load your new tools.

Configuration JSON

claude_desktop_config.json

Copy and paste this config snippet inside your local configuration file.

{
  "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"
      }
    }
  }
}

Required Environment Keys

Provide these variable keys in your local environment section:

AZURE_ML_WEB_SERVICES_MANAGEMENT_CLIENT_API_KEY

Replace your_azure_ml_web_services_management_client_api_key with your secret key credentials.

Available Tools (7)

These endpoints are parsed from the OpenAPI schema and converted to Claude-compatible tools:

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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