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

MCP Zenml 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 MCP Zenml 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 MCP Zenml and Python Openstackmcp Server free or paid?

MCP Zenml 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?

MCP Zenml lists 23 tools with 1 views and 49 GitHub stars. Python Openstackmcp Server lists 75 tools with 3 views and 20 GitHub stars.

Can I use both MCP Zenml 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

MCP Zenml vs Python Openstackmcp Server

In-depth architectural comparison of the MCP Zenml 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

MCP Zenml

Cloud Platforms · Local stdio

Quality: 57/100 (Good) | Auth: API Key required

Python Openstackmcp Server

Cloud Platforms · Local stdio

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

Verdict Summary: Choose MCP Zenml 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 MCP Zenml 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).
Primary tools included: get_snapshot, list_snapshots, get_deployment.

Explore MCP Zenml 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.

Explore Python Openstackmcp Server Details

Feature & Specification Comparison

Specification	MCP Zenml zenml-io Cloud Platforms	Python Openstackmcp Server openstack-kr Cloud Platforms
Summary	An MCP server to connect with your ZenML MLOps and LLMOps pipelines	OpenStack MCP server for cloud infrastructure management based on openstacksdk.
Category & Scope	Cloud Platforms

Tools & Capabilities Breakdown

MCP Zenml Tools (23)

get_snapshot

Get a frozen pipeline configuration by name/ID

list_snapshots

List snapshots with filters (runnable, deployable, deployed, tag)

get_deployment

Get a deployment's runtime status and URL

list_deployments

List deployments with filters (status, pipeline, tag)

get_deployment_logs

Get bounded logs from a deployment (tail=100 default, max 1000)

trigger_pipeline

Trigger a pipeline run (prefer `snapshot_name_or_id` parameter)

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).

MCP Zenml Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "zenml-io-mcp-zenml": {
      "command": "npx",
      "args": [
        "-y",
        "cloudflared"
      ]
    }
  }
}

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

MCP Zenml 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 MCP Zenml when you need capabilities focused on cloud platforms and Python Openstackmcp Server when you require tools for cloud platforms.

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