Qdrant

关于

Acts as a Model Context Protocol (MCP) server, providing a semantic memory layer on top of the Qdrant vector search engine. It allows language models to store and retrieve information within a Qdrant database using tools like 'qdrant-store' for storing information and 'qdrant-find' for retrieving relevant information based on queries. Configuration is managed through environment variables, and the server supports various transport protocols, including stdio and Server-Sent Events (SSE), making it compatible with a wide range of MCP clients like Cursor and Claude.

主要功能

• Integrates with Qdrant vector search engine.
• Supports storing and retrieving information using dedicated tools.
• Configurable via environment variables.
• Supports multiple transport protocols (stdio, SSE).
• Compatible with MCP-enabled clients like Cursor and Claude.

使用案例

• Adding semantic memory to language models.
• Code search tool for IDEs like Cursor.
• Enhancing AI-powered chat interfaces with context from Qdrant.