How do I install Qdrant Memory?

Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.

Is Qdrant Memory official?

No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.

How is the trust score calculated?

This listing scores 55 (Fair). The formula is published on the methodology page.

MCPpedia

Qdrant Memory MCP Server | MCPpedia

Qdrant Memory MCP Server

Name: Qdrant Memory MCP Server
Author: cnkang

Persistent scoped Qdrant memory for agents, through four explicit stdio MCP tools.

Tools Versions Alternatives

Registrycnkang

55Fair

Install

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "cnkang-qdrant-memory-mcp": {
      "command": "uvx",
      "args": [
        "qdrant-memory-mcp"
      ],
      "env": {
        "QDRANT_URL": "",
        "QDRANT_API_KEY": "YOUR_QDRANT_API_KEY",
        "EMBEDDING_API_KEY": "YOUR_EMBEDDING_API_KEY"
      }
    }
  }
}

Install guide

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Environment

Name	Required	Notes
QDRANT_URL	No	Optional remote Qdrant endpoint when configured for server/cloud mode.
QDRANT_API_KEY	No	Optional Qdrant credential for configured remote storage. Secret.
EMBEDDING_API_KEY	No	Optional credential for the configured embedding provider. Secret.

Qdrant Memory MCP Server

Install

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Environment

Tools

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