better-qdrant-mcp-server
0
Better Qdrant MCP Server is a Model Context Protocol server that extends Qdrant vector database features. It facilitates collection management, document addition, and semantic searches, supporting various embedding services.
Better Qdrant MCP Server
A Model Context Protocol (MCP) server for enhanced Qdrant vector database functionality. This server provides tools for managing Qdrant collections, adding documents, and performing semantic searches.
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
Supported Embedding Services
- OpenAI: Requires an API key
- OpenRouter: Requires an API key
- Ollama: Local embedding models
- FastEmbed: Local embedding models
Requirements
- Node.js >= 18.0.0
- A running Qdrant server (local or remote)
- API keys for the embedding services you want to use
License
MIT