mcp-server-qdrant
用于语义记忆存储的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.
什么是MCP
这是一个为向量搜索引擎Qdrant实现的模型上下文协议（MCP）服务器。它在Qdrant之上提供了语义记忆层，使LLM应用能够通过向量相似性搜索来存储和检索信息。
如何使用这个MCP
服务器可以通过UVX、Docker运行，或直接安装在VS Code等开发环境中。需要配置环境变量，包括QDRANT_URL和COLLECTION_NAME。服务器提供两个主要工具：用于存储信息的qdrant-store和用于检索相关信息的qdrant-find。
这个MCP的用途
该MCP服务器为LLM应用提供了语义记忆功能，使其能够根据上下文存储和回忆信息。具体用例包括为IDE存储/检索代码片段、增强聊天界面的记忆功能，以及创建需要持久化、可搜索记忆的自定义AI工作流程。
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.
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