What is the key difference between MCP Server Qdrant and Queue Inspector MCP?

MCP Server Qdrant belongs to the Databases category with local stdio execution, while Queue Inspector MCP belongs to the Databases category with local stdio execution.

How do I install MCP Server Qdrant or Queue Inspector MCP 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 Server Qdrant and Queue Inspector MCP free or paid?

MCP Server Qdrant operates under a Free / Open Source model (API Key required). Queue Inspector MCP operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

MCP Server Qdrant lists 4 tools with 3 views and 1,526 GitHub stars. Queue Inspector MCP lists 6 tools with 2 views and 0 GitHub stars.

Can I use both MCP Server Qdrant and Queue Inspector MCP 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 Server Qdrant vs Queue Inspector MCP

In-depth architectural comparison of the MCP Server Qdrant and Queue Inspector MCP 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 Server Qdrant

Databases · Local stdio

Quality: 82/100 (Excellent) | Auth: API Key required

Queue Inspector MCP

Databases · Local stdio

Quality: 45/100 (Fair) | Auth: No auth required

Verdict Summary: Choose MCP Server Qdrant if you need specialized Databases tools running via a local process. Choose Queue Inspector MCP if your workspace requires Databases 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 Server Qdrant when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: API Key required (Free / Open Source).
You have access to required keys: QDRANT_URL, QDRANT_API_KEY, QDRANT_LOCAL_PATH, COLLECTION_NAME, EMBEDDING_PROVIDER, EMBEDDING_MODEL, QDRANT_SEARCH_LIMIT, QDRANT_READ_ONLY.
Primary tools included: information, metadata, collection_name.

Explore MCP Server Qdrant Details

Choose Queue Inspector MCP when:

You need dedicated capabilities in the Databases domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).
Primary tools included: Supports Asynq, BullMQ, and Sidekiq Redis queue backends, Decodes backend-specific job payloads and error messages, Provides per-state job counts and detailed job queries.

Feature & Specification Comparison

Specification	MCP Server Qdrant qdrant VerifiedDatabases	Queue Inspector MCP Yusufihsangorgel Databases
Summary	An official Qdrant Model Context Protocol (MCP) server implementation	Inspect and operate Redis-backed job queues (Asynq and BullMQ): per-state counts, job detail with decoded payload and last error, and faithful retry/delete running each library's own scripts. Read-only mode for production.
Category & Scope

Tools & Capabilities Breakdown

MCP Server Qdrant Tools (4)

information

metadata

collection_name

query

Queue Inspector MCP Tools (6)

Supports Asynq, BullMQ, and Sidekiq Redis queue backends

Decodes backend-specific job payloads and error messages

Provides per-state job counts and detailed job queries

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 Server Qdrant Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "qdrant-mcp-server-qdrant": {
      "command": "uvx",
      "args": [
        "When"
      ],
      "env": {
        "QDRANT_URL": "YOUR_QDRANT_URL_HERE",
        "QDRANT_API_KEY": "YOUR_QDRANT_API_KEY_HERE",
        "QDRANT_LOCAL_PATH": "YOUR_QDRANT_LOCAL_PATH_HERE",
        "COLLECTION_NAME": "YOUR_COLLECTION_NAME_HERE",
        "EMBEDDING_PROVIDER": "YOUR_EMBEDDING_PROVIDER_HERE",
        "EMBEDDING_MODEL": "YOUR_EMBEDDING_MODEL_HERE",
        "QDRANT_SEARCH_LIMIT": "YOUR_QDRANT_SEARCH_LIMIT_HERE",
        "QDRANT_READ_ONLY": "YOUR_QDRANT_READ_ONLY_HERE"
      }
    }
  }
}

Queue Inspector MCP Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "yusufihsangorgel-queue-inspector-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "queue-inspector-mcp"
      ]
    }
  }
}

Frequently Asked Questions

MCP Server Qdrant is categorized under Databases and uses a local stdio subprocess. In contrast, Queue Inspector MCP belongs to Databases using local stdio subprocess. Select MCP Server Qdrant when you need capabilities focused on databases and Queue Inspector MCP when you require tools for databases.

More alternatives to MCP Server Qdrant More alternatives to Queue Inspector MCP Databases category hub