What is the key difference between Hub MCP and Python Openstackmcp Server?

Hub MCP belongs to the Cloud Platforms category with local stdio execution, while Python Openstackmcp Server belongs to the Cloud Platforms category with local stdio execution.

How do I install Hub MCP or Python Openstackmcp Server 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 Hub MCP and Python Openstackmcp Server free or paid?

Hub MCP operates under a Free / Open Source model (API Key required). Python Openstackmcp Server operates under a Free / Open Source model (other).

Which MCP server has more tools and community activity?

Hub MCP lists 35 tools with 2 views and 163 GitHub stars. Python Openstackmcp Server lists 75 tools with 3 views and 20 GitHub stars.

Can I use both Hub MCP and Python Openstackmcp Server 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

Hub MCP vs Python Openstackmcp Server

In-depth architectural comparison of the Hub MCP and Python Openstackmcp Server 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

Hub MCP

Cloud Platforms · Local stdio

Quality: 80/100 (Excellent) | Auth: API Key required

Python Openstackmcp Server

Cloud Platforms · Local stdio

Quality: 57/100 (Good) | Auth: other

Verdict Summary: Choose Hub MCP if you need specialized Cloud Platforms tools running via a local process. Choose Python Openstackmcp Server 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 Hub 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: HUB_PAT_TOKEN, MCP_AUTH_TOKEN.
Primary tools included: search, query, architectures.

Explore Hub MCP Details

Choose Python Openstackmcp Server when:

You need dedicated capabilities in the Cloud Platforms domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: other (Free / Open Source).
You have access to required keys: OS_CLIENT_CONFIG_FILE.
Primary tools included: get_servers, get_server, create_server.

Feature & Specification Comparison

Specification	Hub MCP docker VerifiedCloud Platforms	Python Openstackmcp Server openstack-kr Cloud Platforms
Summary	Official MCP server to interact with Docker Hub, providing access to repositories, hub search and Docker Hardened Images	OpenStack MCP server for cloud infrastructure management based on openstacksdk.
Category & Scope

Tools & Capabilities Breakdown

Hub MCP Tools (35)

Search repositories and content using Search V4 API

query

Search query parameter (string, required)

architectures

Filter on architectures (string, optional)

badges

Filter by image content type badges (string, optional)

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).

Hub MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "docker-hub-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/inspector"
      ],
      "env": {
        "HUB_PAT_TOKEN": "YOUR_HUB_PAT_TOKEN_HERE",
        "MCP_AUTH_TOKEN": "YOUR_MCP_AUTH_TOKEN_HERE"
      }
    }
  }
}

Python Openstackmcp Server Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "openstack-kr-python-openstackmcp-server": {
      "command": "uvx",
      "args": [
        "python-openstackmcp-server"
      ],
      "env": {
        "OS_CLIENT_CONFIG_FILE": "YOUR_OS_CLIENT_CONFIG_FILE_HERE"
      }
    }
  }
}

Frequently Asked Questions

Hub MCP is categorized under Cloud Platforms and uses a local stdio subprocess. In contrast, Python Openstackmcp Server belongs to Cloud Platforms using local stdio subprocess. Select Hub MCP when you need capabilities focused on cloud platforms and Python Openstackmcp Server when you require tools for cloud platforms.

More alternatives to Hub MCP More alternatives to Python Openstackmcp Server Cloud Platforms category hub