What is the key difference between OntoRamp Graph Query and MCP Server Docker?

OntoRamp Graph Query belongs to the Developer Tools category with local stdio execution, while MCP Server Docker belongs to the Developer Tools category with local stdio execution.

How do I install OntoRamp Graph Query or MCP Server Docker 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 OntoRamp Graph Query and MCP Server Docker free or paid?

OntoRamp Graph Query operates under a Free / Open Source model (No auth required). MCP Server Docker operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

OntoRamp Graph Query lists 5 tools with 0 views and 0 GitHub stars. MCP Server Docker lists 6 tools with 3 views and 744 GitHub stars.

Can I use both OntoRamp Graph Query and MCP Server Docker 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

OntoRamp Graph Query vs MCP Server Docker

In-depth architectural comparison of the OntoRamp Graph Query and MCP Server Docker 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

OntoRamp Graph Query

Developer Tools · Local stdio

Quality: 43/100 (Fair) | Auth: No auth required

MCP Server Docker

Developer Tools · Local stdio

Quality: 52/100 (Good) | Auth: No auth required

Verdict Summary: Choose OntoRamp Graph Query if you need specialized Developer Tools tools running via a local process. Choose MCP Server Docker if your workspace requires Developer Tools integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose OntoRamp Graph Query when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: query_architecture, get_constraint_signals, find_dependencies.

Explore OntoRamp Graph Query Details

Choose MCP Server Docker when:

You need dedicated capabilities in the Developer Tools domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: DOCKER_HOST.
Primary tools included: Natural-language container composition prompt, Container lifecycle management, Image build, pull, push, and removal.

Feature & Specification Comparison

Specification	OntoRamp Graph Query Developer Tools	MCP Server Docker ckreiling Developer Tools
Summary	Architecture-grounded query for AI agents. Governance constraints, system dependencies, evidence.	Integrate with Docker to manage containers, images, volumes, and networks.
Category & Scope	Developer Tools

Tools & Capabilities Breakdown

OntoRamp Graph Query Tools (5)

query_architecture

Query organizational architecture for answers grounded in documented structure

get_constraint_signals

Surface governance constraints relevant to a proposed action or decision

find_dependencies

Trace dependencies between systems and components in your architecture

get_evidence_for_claim

Return evidence chains supporting or contradicting an architectural claim

request_assessment

Submit an Agentic Readiness Assessment request

MCP Server Docker Tools (6)

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).

OntoRamp Graph Query Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ontoramp-graph-query": {
      "command": "npx",
      "args": [
        "-y",
        "ontoramp-graph-query"
      ]
    }
  }
}

MCP Server Docker Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "ckreiling-mcp-server-docker": {
      "command": "uvx",
      "args": [
        "mcp-server-docker"
      ],
      "env": {
        "DOCKER_HOST": "YOUR_DOCKER_HOST_HERE"
      }
    }
  }
}

Frequently Asked Questions

OntoRamp Graph Query is categorized under Developer Tools and uses a local stdio subprocess. In contrast, MCP Server Docker belongs to Developer Tools using local stdio subprocess. Select OntoRamp Graph Query when you need capabilities focused on developer tools and MCP Server Docker when you require tools for developer tools.

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