Skip to content
⧖MCP-Bridge
AI & ML

Azure Machine Learning Model Management Service Claude Desktop Config

Add the Azure Machine Learning Model Management Service MCP server to Claude Desktop with this ready-to-use configuration.

Setup Instructions

  1. Open Claude Desktop
  2. Go to Settings → Developer → Edit Config → claude_desktop_config.json
  3. Paste the JSON below into the file
  4. Set your credentials in the env section
  5. Restart Claude Desktop

Configuration JSON

Copy the entire block into your claude_desktop_config.json

{
  "mcpServers": {
    "azure-com-machinelearningservices-modelmanagement": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/azure-com-machinelearningservices-modelmanagement"
      ],
      "env": {
        "AZURE_MACHINE_LEARNING_MODEL_MANAGEMENT_SERVICE_API_KEY": "your_azure_machine_learning_model_management_service_api_key"
      }
    }
  }
}

Environment Variables

AZURE_MACHINE_LEARNING_MODEL_MANAGEMENT_SERVICE_API_KEY

Replace your_azure_machine_learning_model_management_service_api_key with your actual azure machine learning model management service api key

Endpoints

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Query the list of Assets in a workspace.

POST/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets

Create an Asset.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Get an Asset.

DELETE/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Delete an Asset.

PATCH/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/assets/{id}

Update an Asset.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles

Get a list of Image Profiles.

POST/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles

Create a Profile.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/images/{imageId}/profiles/{id}

Get a Profile.

GET/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

Query the list of Models in a workspace.

POST/modelmanagement/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroup}/providers/Microsoft.MachineLearningServices/workspaces/{workspace}/models

Register a model.