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AI & ML

Machine Learning Workspaces Management Client MCP Config

These APIs allow end users to operate on Azure Machine Learning Workspace resources. They support CRUD operations for Azure Machine Learning Workspaces.

Config URL

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

https://mcpbridge.org/config/azure-com-machinelearning-workspaces.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-workspaces": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/azure-com-machinelearning-workspaces"
      ],
      "env": {
        "MACHINE_LEARNING_WORKSPACES_MANAGEMENT_CLIENT_API_KEY": "your_machine_learning_workspaces_management_client_api_key"
      }
    }
  }
}

Cursor

Settings → MCP Servers → Add

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

VS Code

Use with MCP extension

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

Configuration JSON

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

{
  "mcpServers": {
    "azure-com-machinelearning-workspaces": {
      "command": "npx",
      "args": ["-y","@mcp/azure-com-machinelearning-workspaces"],
      "env": {
      "MACHINE_LEARNING_WORKSPACES_MANAGEMENT_CLIENT_API_KEY": "your_machine_learning_workspaces_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-workspaces.json

Environment Variables

MACHINE_LEARNING_WORKSPACES_MANAGEMENT_CLIENT_API_KEY

Replace your_machine_learning_workspaces_management_client_api_key with your actual machine learning workspaces management client api key

Endpoints

GET/providers/Microsoft.MachineLearning/operations

Operations_List

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

Workspaces_List

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

Workspaces_ListByResourceGroup

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

Workspaces_Get

PUT/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/workspaces/{workspaceName}

Workspaces_CreateOrUpdate

DELETE/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/workspaces/{workspaceName}

Workspaces_Delete

PATCH/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/workspaces/{workspaceName}

Workspaces_Update

POST/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/workspaces/{workspaceName}/listWorkspaceKeys

Workspaces_ListWorkspaceKeys

POST/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearning/workspaces/{workspaceName}/resyncStorageKeys

Workspaces_ResyncStorageKeys

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Machine Learning Workspaces Management ClientMCP Server Details →