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Qdrant Retrieve MCP Server

@gergelyszerovay

MCP server for semantic search with Qdrant vector database
Overview

what is Qdrant Retrieve MCP Server?

Qdrant Retrieve MCP Server is a server designed for semantic search using the Qdrant vector database, enabling efficient retrieval of semantically similar documents across multiple collections.

how to use Qdrant Retrieve MCP Server?

To use the server, configure it with the Qdrant API key and specify the Qdrant instance URL. You can then send queries to retrieve similar documents based on your input.

key features of Qdrant Retrieve MCP Server?

  • Semantic search across multiple collections
  • Multi-query support for enhanced search capabilities
  • Configurable result count to tailor the output
  • Collection source tracking for better context

use cases of Qdrant Retrieve MCP Server?

  1. Retrieving relevant documents for research purposes
  2. Enhancing search functionalities in applications
  3. Analyzing large datasets for semantic similarities

FAQ from Qdrant Retrieve MCP Server?

  • What is the default port for the MCP HTTP server?

The default port for the MCP HTTP server is 3001.

  • Can I enable HTTP transport?

Yes, you can enable HTTP transport by using the --enableHttpTransport option.

  • Is there a REST API available?

Yes, you can enable the REST API server by using the --enableRestServer option.

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