better-qdrant-mcp-server

better-qdrant-mcp-server

3.1

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A Model Context Protocol (MCP) server for enhanced Qdrant vector database functionality, providing tools for managing collections, adding documents, and performing semantic searches.

The Better Qdrant MCP Server is designed to enhance the functionality of the Qdrant vector database by providing a set of tools that facilitate the management of collections, the addition of documents, and the execution of semantic searches. This server supports various embedding services, allowing users to choose the most suitable one for their needs. It is configured using environment variables, which can be set in a .env file, and supports integration with platforms like Claude. The server is easy to install via npm or npx and requires Node.js version 18.0.0 or higher. It also requires a running Qdrant server and API keys for the embedding services being used.

Features

  • List Collections: View all available Qdrant collections.
  • Add Documents: Process and add documents to a Qdrant collection with various embedding services.
  • Search: Perform semantic searches across your vector database.
  • Delete Collection: Remove collections from your Qdrant database.

Tools

  1. list_collections

    Tool to list all collections in the Qdrant database.

  2. add_documents

    Tool to add documents to a specified collection in the Qdrant database.

  3. search

    Tool to perform semantic searches in a specified collection.

  4. delete_collection

    Tool to delete a specified collection from the Qdrant database.