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Developer ToolsAuto-generatedScore: 28

Execution Service MCP Server

Execution Service API

Quick Answer

  1. 1. The Execution Service MCP server lets Claude, Cursor, and VS Code interact with the Execution Service API through natural language.
  2. 2. Setup: Add the config to claude_desktop_config.json, set your environment variables, and restart.
  3. 3. 4 operations available including Cancel a run., Start a run from a snapshot on a remote compute target., Start a run on a local machine., and more.
  4. 4. Quality score: 28/99 — fair source quality and documentation coverage.

Overview

Category: Developer Tools

Auth: None

Endpoints: 4

Transport: STDIO

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

Spec: v2019-08-01

Setup time: ~30 sec (no auth)

Environment Variables

EXECUTION_SERVICE_API_KEY

Example: your_execution_service_api_key

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-machinelearningservices-execution": {
      "command": "npx",
      "args": [
        "-y",
        "@mcp/azure-com-machinelearningservices-execution"
      ],
      "env": {
        "EXECUTION_SERVICE_API_KEY": "your_execution_service_api_key"
      }
    }
  }
}
Deep link

Cursor

Settings → MCP Servers → Add

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

Saves as .cursor/mcp.json in the download. Move it to your project root.

Deep link install →

VS Code

Use with MCP extension

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

MCP Server Configuration

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

{
  "mcpServers": {
    "azure-com-machinelearningservices-execution": {
      "command": "npx",
      "args": ["-y","@mcp/azure-com-machinelearningservices-execution"],
      "env": {
      "EXECUTION_SERVICE_API_KEY": "your_execution_service_api_key"
}
    }
  }
}

What You Can Build

With the Execution Service MCP server, your AI assistant can:

  • Access 4 API operations through natural language
  • Read, create, and modify developer tools resources without writing HTTP requests
  • Chain multiple operations in a single conversation for complex workflows
  • Combine with other MCP servers for cross-tool automation

Endpoints

POST/execution/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/experiments/{experimentName}/runId/{runId}/cancel

Cancel a run.

POST/execution/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/experiments/{experimentName}/snapshotrun

Start a run from a snapshot on a remote compute target.

POST/execution/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/experiments/{experimentName}/startlocalrun

Start a run on a local machine.

POST/execution/v1.0/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/experiments/{experimentName}/startrun

Start a run on a remote compute target.

Authentication

No authentication required. This MCP server can be used without API keys.

Spec Version

Version: 2019-08-01

Spec version published with the OpenAPI document. Config auto-updates when the spec changes.

Page last updated: June 13, 2026

Quality Score

28/99Fair
  • +Auto-generated (+12)
  • +OpenAPI spec available (+8)
  • +4 endpoints (+8)

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