What is Mcp Gcp

MCP-GCP is a powerful Machine Control Protocol server that integrates with Google Cloud Platform (GCP) to facilitate the management of cloud resources through natural language interactions.

Use cases

Use cases include automating cloud resource management tasks, simplifying the management of GCP instances and disks, and providing a conversational interface for developers and system administrators.

How to use

To use MCP-GCP, you can interact with it through conversational interfaces like Claude Desktop and Cursor IDE. Users can create, modify, and manage GCP resources by issuing natural language commands.

Key features

Key features include instance management (creating, modifying, and operating instances), disk management (adding and modifying disks), and network management (configuring network interfaces and IP addresses).

Where to use

MCP-GCP can be used in various fields including cloud computing, DevOps, and IT management, where efficient resource management and automation are required.

MCP-GCP Integration Server

A powerful MCP (Machine Control Protocol) server that integrates with Google Cloud Platform (GCP) to provide seamless management of cloud resources through natural language interactions.

Overview

This project implements an MCP server that bridges the gap between natural language processing and GCP resource management. It allows users to control and manage GCP resources through conversational interfaces like Claude Desktop and Cursor IDE.

Features

Instance Management

• Create Instances: Create new GCP instances with custom configurations

  • Machine type selection
  • Network interface configuration
  • Disk configuration
  • Labels and metadata
  • Source image selection

• Modify Instances: Comprehensive instance modification capabilities

  • Machine type changes
  • Network interface updates
  • Disk modifications
  • Label and metadata updates
  • Stop-edit-start workflow for major changes

• Instance Operations

  • Start instances
  • Stop instances
  • Restart instances
  • Delete instances
  • List instances
  • Get instance details

Disk Management

• Disk Operations
  • Add new disks to instances
  • Modify existing disks (size, type)
  • Attach existing disks
  • Detach disks
  • Configure disk properties (auto-delete, mode)

Network Management

• Network Interface Configuration
  • Configure network interfaces
  • Set up access configurations
  • Manage IP addresses

Integration Guide

Transport Types

The MCP server supports two transport types for communication:

1. stdio (Standard Input/Output)

   • Direct communication through standard input/output streams
   • Suitable for local development and testing
   • Lower latency
   • No network configuration required

2. SSE (Server-Sent Events)

   • HTTP-based communication
   • Suitable for production environments
   • Supports multiple clients
   • Better for web-based integrations

Claude Desktop Integration

Using stdio Transport

1. Install Claude Desktop from Anthropic’s website
2. Configure Claude Desktop to use the MCP server with stdio:

   {
     "mcpServers": {
       "mcp-gcp": {
         "command": "uv",
         "args": [
           "run main.py",
           "--transport",
           "stdio"
         ]
       }
     }
   }
   

3. Start the MCP server:

   uv run main.py --transport stdio
   

Using SSE Transport

1. Install Claude Desktop
2. Configure Claude Desktop to use the MCP server with SSE:

   {
     "mcpServers": {
       "mcp-gcp": {
         "url": "http://localhost:8000/mcp",
         "transport": "sse"
       }
     }
   }
   

3. Start the MCP server:

   uv run main.py --transport sse --port 8000
   

Cursor IDE Integration

Using stdio Transport

1. Install Cursor IDE from Cursor’s website
2. Configure Cursor to use the MCP server with stdio:

   {
     "mcp": {
       "servers": {
         "mcp-gcp": {
           "command": "uv",
           "args": [
             "run main.py",
             "--transport",
             "stdio"
           ]
         }
       }
     }
   }
   

3. Start the MCP server:

   python src/server/mcpserver.py --transport stdio
   

Using SSE Transport

1. Install Cursor IDE
2. Configure Cursor to use the MCP server with SSE:

   {
     "mcp": {
       "servers": {
         "mcp-gcp": {
           "url": "http://localhost:8000/mcp",
           "transport": "sse"
         }
       }
     }
   }
   

3. Start the MCP server:

   python src/server/mcpserver.py --transport sse --port 8000
   

Architecture

graph TD
    A[User Interface] -->|Natural Language| B[Claude Desktop/Cursor]
    B -->|MCP Protocol| C[MCP Server]
    C -->|API Calls| D[GCP Service]
    D -->|Resource Management| E[GCP Resources]
    
    subgraph "MCP Server Components"
        C --> F[Intent Parser]
        F --> G[GCP Tools]
        G --> H[GCP Service]
    end
    
    subgraph "GCP Resources"
        E --> I[Compute Instances]
        E --> J[Disks]
        E --> K[Networks]
    end

System Flow

sequenceDiagram
    participant User
    participant Claude/Cursor
    participant MCP Server
    participant GCP API
    
    User->>Claude/Cursor: Natural Language Request
    Claude/Cursor->>MCP Server: MCP Protocol Request
    MCP Server->>MCP Server: Parse Intent
    MCP Server->>MCP Server: Select Appropriate Tool
    MCP Server->>GCP API: API Call
    GCP API-->>MCP Server: Response
    MCP Server-->>Claude/Cursor: Formatted Response
    Claude/Cursor-->>User: Natural Language Response

Getting Started

1. Clone the repository:

   git clone https://github.com/yourusername/mcp-gcp.git
   cd mcp-gcp
   

2. Install dependencies:

   uv install -r requirements.txt
   

3. Configure GCP credentials:

   export GOOGLE_APPLICATION_CREDENTIALS=/path/to/credentials.json
   export GCP_PROJECT_ID=your-project-id
   

4. Start the MCP server:

   uv run main.py
   

5. Configure your preferred interface (Claude Desktop or Cursor) to connect to the MCP server.

Example Usage

Instance Management

# Create a new instance
"Create a new instance named 'web-server' with 2 vCPUs and 4GB RAM"

# Modify an instance
"Change the machine type of 'web-server' to n2-standard-2"

# Manage disks
"Add a 100GB SSD disk to 'web-server'"
"Attach the existing disk 'data-disk-1' to 'web-server'"

# Instance operations
"Start the instance 'web-server'"
"Stop the instance 'web-server'"
"Delete the instance 'web-server'"

Resource Monitoring

# List resources
"Show me all instances in asia-southeast1-b"
"List all disks attached to 'web-server'"

# Get details
"Show me the details of instance 'web-server'"
"What's the status of disk 'data-disk-1'?"

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.