gergelyszerovay_mcp-server-qdrant-retrive

gergelyszerovay_mcp-server-qdrant-retrive

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Qdrant Retrieve MCP Server is a semantic search server utilizing the Qdrant vector database to find semantically similar documents across multiple collections. The server supports multi-query searches and offers configurable result counts with collection source tracking.

Qdrant Retrieve MCP Server

MCP server for semantic search with Qdrant vector database.

Features

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

Tools

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

Command Line Options

  • Enable or disable REST API and transport modes
  • Configure ports for HTTP servers and Qdrant URL
  • Specify embedding model type

Usage with Claude Desktop

  • Configure MCP server in claude_desktop_config.json with Qdrant API key.