Mcp Qdrant Docker

Name: Mcp Qdrant Docker
Author: RollandMELET

@RollandMELET

代码仓库

关于 Mcp Qdrant Docker

Docker configuration for Qdrant MCP server

基本信息

分类

数据库

运行时

shell

传输方式

stdio

发布者

RollandMELET

配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "qdrant": {
      "url": "http://votre-adresse-ip:8000/sse",
      "transport": "sse"
    }
  }
}

工具

未检测到工具

工具是从 README 中自动提取的。维护者可以在 ## Tools 标题下列出工具,即可填充这部分内容。

概览

What is Mcp Qdrant Docker?

Mcp Qdrant Docker is a server that implements the Model Context Protocol (MCP) to allow Claude to access a Qdrant vector database deployed on a VPS. It is packaged and deployed via Docker, typically hosted on Coolify.

How to use Mcp Qdrant Docker?

Set the required environment variables (QDRANT_URL, QDRANT_API_KEY, COLLECTION_NAME, EMBEDDING_MODEL) and deploy the Docker container (exposing port 8000 with SSE support). Then configure Claude Desktop by editing claude_desktop_config.json with the server’s URL (including /sse) and "transport": "sse".

Key features of Mcp Qdrant Docker

Docker‑based deployment for Qdrant MCP server
SSE transport for remote connections (port 8000)
Configurable collection, embedding model, and API key
Pre‑defined test collection (ClaudeCollection)

Use cases of Mcp Qdrant Docker

Let Claude perform vector similarity searches on a Qdrant database
Integrate semantic memory or RAG into Claude conversations
Enable remote Claude instances to query a VPS‑hosted vector store

FAQ from Mcp Qdrant Docker

What environment variables are required?

QDRANT_URL, QDRANT_API_KEY, and COLLECTION_NAME must be set. EMBEDDING_MODEL is optional and defaults to sentence-transformers/all-MiniLM-L6-v2.

How do I connect Claude Desktop to this server?

Edit claude_desktop_config.json and add an entry with the server’s public URL (e.g. http://your‑ip:8000/sse) and "transport": "sse".

What default collection and embedding model does it use?

The server uses the collection named ClaudeCollection (set in the README) and the default embedding model is sentence-transformers/all-MiniLM-L6-v2.