Qdrant

关于

Leverage the power of your Qdrant vector database for intelligent, context-aware search and retrieval by connecting it to Claude or any MCP-compatible client. This server acts as a bridge, transforming natural language queries into semantic searches, combining them with metadata filters, and performing direct vector operations. It provides a secure and efficient way to interact with your vector data, utilizing local text embedding generation for privacy and performance.

主要功能

• Remote Access via HTTP for Claude.ai and other MCP clients
• Direct vector operations including search, scroll, and count
• Semantic Text Search with natural language queries
• Local text embedding generation using FastEmbed
• 0 GitHub stars
• Filtered Search combining semantics with metadata filtering

使用案例

• Integrating Qdrant vector data with LLMs for advanced conversational AI and RAG applications.
• Building applications that require intelligent, context-aware semantic search capabilities.
• Providing secure and private semantic search through local, on-device embedding generation.