qdrant

stdio

Used by 1 plugin

Add to Your Project

Add to your .mcp.json:

{
  "mcpServers": {
    "qdrant": {
      "command": "uvx",
      "args": [
        "--python",
        "3.12",
        "--with",
        "fastembed",
        "mcp-server-qdrant"
      ],
      "env": {
        "QDRANT_URL": "http://localhost:6333",
        "COLLECTION_NAME": "${WORKSPACE_PROFILE:-default}_memories"
      }
    }
  }
}

Security Considerations

External connections

This server connects to external services. Review the URLs it accesses before enabling.

Command

uvx

Access Level

write

Arguments

--python3.12--withfastembedmcp-server-qdrant

Environment Variables

QDRANT_URL=http://localhost:6333

COLLECTION_NAME=${WORKSPACE_PROFILE:-default}_memories