ultimate_mcp_server vs cloud-run-mcp

Side-by-side comparison to help you pick between these two MCP servers.

	ultimate_mcp_server by Dicklesworthstone	cloud-run-mcp by GoogleCloudPlatform
Stars	★ 149	★ 608
30d uses	—	—
Score	85	53
Official	—	—
Categories	AI / LLM ToolsBrowser AutomationFile System	Ops & InfraDeveloper ToolsAI / LLM Tools
Language	Python	JavaScript
Last commit	2 mo ago	this month

ultimate_mcp_server · Summary

Comprehensive MCP server providing dozens of capabilities for AI agents including LLM delegation, browser automation, document processing, and cognitive memory systems.

cloud-run-mcp · Summary

MCP server that enables AI agents to deploy applications to Google Cloud Run with comprehensive tool support and authentication options.

ultimate_mcp_server · Use cases

Complex document processing and analysis with OCR and structured data extraction
Web automation and research across multiple sites with browser control
Cost-optimized AI workflows through intelligent task delegation between models

cloud-run-mcp · Use cases

AI-assisted development environments deploying code directly to Cloud Run
Automated CI/CD pipelines using AI agents to manage Cloud Run services
Chat-based interfaces managing Google Cloud infrastructure through natural language

ultimate_mcp_server · Install

Installation

Clone the repository:

git clone https://github.com/Dicklesworthstone/ultimate_mcp_server.git
cd ultimate_mcp_server

Install dependencies:

pip install -e .

For Claude Desktop integration, add to your claude_desktop_config.json:

{
  "mcpServers": {
    "ultimate-mcp": {
      "command": "python",
      "args": ["-m", "ultimate_mcp_server"],
      "env": {
        "PYTHONPATH": "."
      }
    }
  }
}

Run the server:

python -m ultimate_mcp_server

cloud-run-mcp · Install

Installation

Quick Start (Node.js)

"mcpServers": {
  "cloud-run": {
    "command": "npx",
    "args": ["-y", "@google-cloud/cloud-run-mcp"]
  }
}

With Claude Desktop

Add to your Claude Desktop config file (claude_desktop_config.json):

{
  "mcpServers": {
    "cloud-run": {
      "command": "npx",
      "args": ["-y", "@google-cloud/cloud-run-mcp"],
      "env": {
        "GOOGLE_CLOUD_PROJECT": "your-project-id",
        "GOOGLE_CLOUD_REGION": "your-region",
        "DEFAULT_SERVICE_NAME": "your-service-name"
      }
    }
  }
}

Using Docker

{
  "mcpServers": {
    "cloud-run": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e", "GOOGLE_APPLICATION_CREDENTIALS",
        "-v", "/local/path:/local/path",
        "mcp/cloud-run-mcp:latest"
      ],
      "env": {
        "GOOGLE_APPLICATION_CREDENTIALS": "/path/to/credentials.json"
      }
    }
  }
}

Comparison generated from public README + GitHub signals. Last updated automatically.