What is the key difference between Ragmap and Mcpqueen?

Ragmap belongs to the Aggregators category with local stdio execution, while Mcpqueen belongs to the Aggregators category with local stdio execution.

How do I install Ragmap or Mcpqueen 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 Ragmap and Mcpqueen free or paid?

Ragmap operates under a Free / Open Source model (No auth required). Mcpqueen operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Ragmap lists 6 tools with 3 views and 5 GitHub stars. Mcpqueen lists 6 tools with 2 views and 0 GitHub stars.

Can I use both Ragmap and Mcpqueen 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 Ragmap or Mcpqueen 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 Ragmap and Mcpqueen free to use, or do they require API keys?

Ragmap is listed under a Free / Open Source model with No auth required . Mcpqueen 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 Ragmap and Mcpqueen at the same time in my AI client?

Yes! MCP clients support multi-server orchestration. You can include both khalidsaidi-ragmap and mcpqueen-mcpqueen 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, Ragmap has a Quality Score of 48 /100 ( Fair ) with 3 views, 0 installs, and 5 GitHub stars. Mcpqueen holds a Quality Score of 52 /100 ( Good ) with 2 views, 0 installs, and 0 GitHub stars.

Side-by-Side Model Context Protocol Comparison

Ragmap vs Mcpqueen

In-depth architectural comparison of the Ragmap and Mcpqueen 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

Ragmap

Aggregators · Local stdio

Quality: 48/100 (Fair) | Auth: No auth required

Mcpqueen

Aggregators · Local stdio

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

Verdict Summary: Choose Ragmap if you need specialized Aggregators tools running via a local process. Choose Mcpqueen if your workspace requires Aggregators integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Ragmap when:

You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: OPENAI_API_KEY.
Primary tools included: Registry-compatible subregistry API, Semantic and keyword search with optional OpenAI API key, Filters by reachability, remote availability, citations, categories, and more.

Explore Ragmap Details

Choose Mcpqueen when:

You need dedicated capabilities in the Aggregators domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
You have access to required keys: OPENAI_API_KEY, HF_TOKEN.
Primary tools included: Live probing of all official MCP registry servers, Deterministic grading with verbatim evidence for each criterion, No-auth streamable HTTP MCP endpoint.

Feature & Specification Comparison

Specification	Ragmap khalidsaidi Aggregators	Mcpqueen mcpqueen Aggregators
Summary	MapRag: RAG-focused subregistry + MCP server to discover and route to retrieval-capable MCP servers using structured constraints and explainable ranking.	The graded MCP registry: live-probes every remote server in the official registry (initialize, tools/list, schema quality, latency, provenance) and publishes evidence-backed grades — searchable by agents via its own MCP endpoint at mcpqueen.com.
Category & Scope	Aggregators

Tools & Capabilities Breakdown

Ragmap Tools (6)

Registry-compatible subregistry API

Semantic and keyword search with optional OpenAI API key

Filters by reachability, remote availability, citations, categories, and more

Explainable ranking scores (ragScore)

MCP tools for discovery and routing (rag_find_servers, rag_get_server, rag_list_categories, rag_exp…

Hosted service with scheduled index updates and optional self-hosting

Mcpqueen 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).

Ragmap Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "khalidsaidi-ragmap": {
      "command": "npx",
      "args": [
        "-y",
        "@khalidsaidi/ragmap-mcp@latest"
      ],
      "env": {
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE"
      }
    }
  }
}

Mcpqueen Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "mcpqueen-mcpqueen": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcpqueen.com/mcp"
      ],
      "env": {
        "OPENAI_API_KEY": "YOUR_OPENAI_API_KEY_HERE",
        "HF_TOKEN": "YOUR_HF_TOKEN_HERE"
      }
    }
  }
}

Frequently Asked Questions

Ragmap is categorized under Aggregators and uses a local stdio subprocess. In contrast, Mcpqueen belongs to Aggregators using local stdio subprocess. Select Ragmap when you need capabilities focused on aggregators and Mcpqueen when you require tools for aggregators.

More alternatives to Ragmap More alternatives to Mcpqueen Aggregators category hub