mcp-server-qdrant-enhanced

mcp-server-qdrant-enhanced

3.2

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Enhanced Qdrant MCP Server is a production-ready enhancement of the original MCP server for Qdrant, offering advanced features like GPU acceleration, multi-vector support, and enterprise-grade deployment infrastructure.

qdrant-store

Store information with automatic collection-specific embedding model selection.

qdrant-find

Retrieve relevant information with structured results and filtering.

qdrant-list-collections

List all collections with configuration details.

qdrant-collection-info

Get detailed information about a specific collection.

qdrant-model-mappings

Show current collection-to-model mappings and available configurations.