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⧖MCP-Bridge
AI & MLAuto-generated

Azure Machine Learning Model Management Service MCP Server

These APIs allow end users to manage Azure Machine Learning Models, Images, Profiles, and Services.

Quick Setup

Transport: STDIO

Command: npx -y @mcp/azure-com-machinelearningservices-modelmanagement

Environment Variables

AZURE_MACHINE_LEARNING_MODEL_MANAGEMENT_SERVICE_API_KEY

Example: your_azure_machine_learning_model_management_service_api_key

MCP Server Configuration

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

{
  "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"
}
    }
  }
}

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.