What is the key difference between Directory and OntoRamp Graph Query?

Directory belongs to the Developer Tools category with cloud HTTP/SSE execution, while OntoRamp Graph Query belongs to the Developer Tools category with local stdio execution.

How do I install Directory or OntoRamp Graph Query 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 Directory and OntoRamp Graph Query free or paid?

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

Which MCP server has more tools and community activity?

Directory lists 0 tools with 1 views and 0 GitHub stars. OntoRamp Graph Query lists 0 tools with 0 views and 0 GitHub stars.

Can I use both Directory and OntoRamp Graph Query 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.

How do I install Directory or OntoRamp Graph Query in Claude Desktop, Cursor, or Windsurf?

Both servers follow the standard Model Context Protocol configuration format. Simply copy the JSON block from the configuration section above and paste it into your AI client's mcpServers configuration object (for instance in claude_desktop_config.json or ~/.cursor/mcp.json ), then completely restart or refresh the application.

Are Directory and OntoRamp Graph Query free to use, or do they require API keys?

Directory is listed under a Free / Open Source model with No auth required . OntoRamp Graph Query operates under a Free / Open Source model with No auth required . If environment variables are required (such as API keys), be sure to define them under the env key in your MCP client's configuration file.

Can I run both Directory and OntoRamp Graph Query at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both directory and ontoramp-graph-query as distinct keys inside the single mcpServers object in your configuration file. Your AI assistant will automatically select and call the appropriate tool from either server during chat sessions.

Which MCP server has higher directory engagement and quality ratings?

On AllMCPs, Directory has a Quality Score of 40 /100 ( Fair ) with 1 views, 0 installs, and 0 GitHub stars. OntoRamp Graph Query holds a Quality Score of 27 /100 ( Emerging ) with 0 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Directory vs OntoRamp Graph Query

In-depth architectural comparison of the Directory and OntoRamp Graph Query 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

Which MCP Server Should You Choose?

Choose Directory when:

You need dedicated capabilities in the Developer Tools domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Directory Details

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).

Explore OntoRamp Graph Query Details

Feature & Specification Comparison

Specification	Directory Developer Tools	O OntoRamp Graph Query Developer Tools
Summary	Discover and query every business on ANOTS — search, ask, or find-and-ask over MCP.	Architecture-grounded query for AI agents. Governance constraints, system dependencies, evidence.
Category & Scope	Developer Tools	Developer Tools
Quality signal

Tools & Capabilities Breakdown

Directory Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

OntoRamp Graph Query Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

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).

Directory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "directory": {
      "url": "http://localhost:6333/health"
    }
  }
}

OntoRamp Graph Query Configuration

mcpServers (Claude Desktop / Cursor)

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

Frequently Asked Questions

Directory is categorized under Developer Tools and uses a remote streaming HTTP/SSE transport. In contrast, OntoRamp Graph Query belongs to Developer Tools using local stdio subprocess. Select Directory when you need capabilities focused on developer tools and OntoRamp Graph Query when you require tools for developer tools.

More alternatives to Directory More alternatives to OntoRamp Graph Query Developer Tools category hub