What is the key difference between Gemini Cloud Assist MCP and Apisix MCP?

Gemini Cloud Assist MCP belongs to the Cloud Platforms category with cloud HTTP/SSE execution, while Apisix MCP belongs to the Cloud Platforms category with local stdio execution.

How do I install Gemini Cloud Assist MCP or Apisix MCP in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Gemini Cloud Assist MCP and Apisix MCP free or paid?

Gemini Cloud Assist MCP operates under a Free / Open Source model (No auth required). Apisix MCP operates under a Free / Open Source model (API Key required).

Which MCP server has more tools and community activity?

Gemini Cloud Assist MCP lists 5 tools with 1 views and 67 GitHub stars. Apisix MCP lists 32 tools with 3 views and 38 GitHub stars.

Can I use both Gemini Cloud Assist MCP and Apisix MCP together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Gemini Cloud Assist MCP vs Apisix MCP

In-depth architectural comparison of the Gemini Cloud Assist MCP and Apisix MCP MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Gemini Cloud Assist MCP

Cloud Platforms · Remote HTTP/SSE

Quality: 55/100 (Good) | Auth: No auth required

Apisix MCP

Cloud Platforms · Local stdio

Quality: 60/100 (Good) | Auth: API Key required

Verdict Summary: Choose Gemini Cloud Assist MCP if you need specialized Cloud Platforms tools running via a hosted cloud SSE transport. Choose Apisix MCP if your workspace requires Cloud Platforms integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Gemini Cloud Assist MCP when:

You need dedicated capabilities in the Cloud Platforms domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: setup_adc, manage_application, manage_application_template.

Explore Gemini Cloud Assist MCP Details

Choose Apisix MCP when:

You need dedicated capabilities in the Cloud Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: APISIX_SERVER_HOST, APISIX_SERVER_PORT, APISIX_ADMIN_API_PORT, APISIX_ADMIN_API_PREFIX, APISIX_ADMIN_KEY.
Primary tools included: get_resource, delete_resource, send_request_to_gateway.

Feature & Specification Comparison

Specification	Gemini Cloud Assist MCP Cloud Platforms	Apisix MCP api7 Cloud Platforms
Summary	MCP Server for understanding, managing & troubleshooting your GCP environment.	MCP Server that support for querying and managing all resource in Apache APISIX.
Category & Scope	Cloud Platforms	Cloud Platforms

Tools & Capabilities Breakdown

Gemini Cloud Assist MCP Tools (5)

setup_adc

Initializes the Application Design Center environment. This is a one-time setup step that must be performed before other ADC tools can be used.

manage_application

Manages the deployment lifecycle of an application. Use this tool to deploy a verified design using the Application Design Center or retrieve the status and details of an existing deployment. This is the final step that turns your design into a deployed infrastructure on Google Cloud.

manage_application_template

Manages the Infrastructure as Code (IaC) content of your infrastructure design. Use this to save the design as an Application Design Center template, export the design as Terraform files, or update the design (e.g. component, parameters configurations etc).

assess_best_practices

Performs a comprehensive security and configuration audit on your application design before deployment. It validates the design against Security Command Center frameworks and relevant controls, returning a report with actionable findings for remediation.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Gemini Cloud Assist MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "gemini-cloud-assist-mcp": {
      "url": "https://geminicloudassist.googleapis.com/mcp"
    }
  }
}

Apisix MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "api7-apisix-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "apisix-mcp"
      ],
      "env": {
        "APISIX_SERVER_HOST": "YOUR_APISIX_SERVER_HOST_HERE",
        "APISIX_SERVER_PORT": "YOUR_APISIX_SERVER_PORT_HERE",
        "APISIX_ADMIN_API_PORT": "YOUR_APISIX_ADMIN_API_PORT_HERE",
        "APISIX_ADMIN_API_PREFIX": "YOUR_APISIX_ADMIN_API_PREFIX_HERE",
        "APISIX_ADMIN_KEY": "YOUR_APISIX_ADMIN_KEY_HERE"
      }
    }
  }
}

Frequently Asked Questions

Gemini Cloud Assist MCP is categorized under Cloud Platforms and uses a remote streaming HTTP/SSE transport. In contrast, Apisix MCP belongs to Cloud Platforms using local stdio subprocess. Select Gemini Cloud Assist MCP when you need capabilities focused on cloud platforms and Apisix MCP when you require tools for cloud platforms.

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