mcp-server-qdrant
用于语义记忆存储与检索的Qdrant MCP服务器. mcp-server-qdrant is a Model Context Protocol (MCP) server maintained by qdrant. It connects to MCP-compatible clients such as Claude Desktop, Cursor, Cline, and other agents that speak the protocol. It exposes 2 tools, including qdrant-store and qdrant-find, that an agent can call directly. It is categorized under Tool/Qdrant, AI/Memory and AI/RAG.
什么是MCP
这是为向量搜索引擎Qdrant设计的模型上下文协议服务器。它为LLM应用提供语义记忆层，支持带元数据的向量化信息存储与检索。
如何使用MCP
可通过UVX、Docker或直接在VS Code中运行服务器。使用环境变量（QDRANT_URL、COLLECTION_NAME等）进行配置，并连接至Claude、Cursor或VS Code等兼容MCP的客户端，以实现语义搜索功能。
MCP的用途
- 构建AI驱动的语义记忆系统
- 为LLM增强上下文检索能力
- 为开发环境创建专用代码搜索工具
AIMCP authority
DR and traffic signal for the AIMCP public domain.
Frequently asked questions
What is the mcp-server-qdrant MCP server?
mcp-server-qdrant is a Model Context Protocol server from qdrant. It lets MCP-compatible AI clients call its tools over a standard interface, so agents like Claude, Cursor, and Cline can use it without custom integration.
How do I connect mcp-server-qdrant to my AI client?
Add mcp-server-qdrant to your client's MCP configuration using the stdio or SSE connection shown in the usage examples on this page, then restart the client to load the server.
What tools does mcp-server-qdrant provide?
mcp-server-qdrant provides 2 tools: qdrant-store and qdrant-find.
Is mcp-server-qdrant free to use?
mcp-server-qdrant is listed on AIMCP for free. Any API keys or accounts required by the underlying service are set by its provider.
Vernclaw Plugins for OpenClaw
Ready-to-use connectors for SEO data, social reading & content generation. Pay-as-you-go credits with audit logs.