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qdrant/mcp-server-qdrant

qdrant/mcp-server-qdrant

@qdrant

An official Qdrant Model Context Protocol (MCP) server implementation for storing and retrieving memories using vector search.

qdrantvector-searchmemorymcpsemantic-searchembeddingsllm-contextcontext

Installation & Configuration

{
  "qdrant": {
    "command": "uvx",
    "args": [
      "mcp-server-qdrant"
    ],
    "env": {
      "QDRANT_URL": "https://xyz-example.eu-central.aws.cloud.qdrant.io:6333",
      "QDRANT_API_KEY": "your_api_key",
      "COLLECTION_NAME": "your-collection-name",
      "EMBEDDING_MODEL": "sentence-transformers/all-MiniLM-L6-v2"
    }
  }
}

Information

Transport
stdiossestreamable-http
Language
Python
Created
2026/6/12
Updated
2026/6/12