qdrant/mcp-server-qdrant

{
  "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"
    }
  }
}

uvx mcp-server-qdrant

http://localhost:8000/sse