gergelyszerovay_mcp-server-qdrant-retrive

gergelyszerovay_mcp-server-qdrant-retrive

3.2

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MCP server for semantic search with Qdrant vector database.

The Qdrant Retrieve MCP Server is designed to facilitate semantic search operations using the Qdrant vector database. It allows users to perform semantic searches across multiple collections, supporting multi-query inputs and configurable result counts. The server is capable of tracking the source collection of each result, providing a comprehensive search experience. The server connects to a specified Qdrant instance via a URL, and the initial retrieval may take longer as it downloads the necessary embedding model.

Features

  • Semantic search across multiple collections
  • Multi-query support
  • Configurable result count
  • Collection source tracking

Tools

  1. qdrant_retrieve

    Retrieves semantically similar documents from multiple Qdrant vector store collections based on multiple queries.