MCP Qdrant Docker

@RollandMELET

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数据库

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RollandMELET

关于 MCP Qdrant Docker

Docker configuration for Qdrant MCP server

MCP Qdrant Docker 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"
    }
  }
}

MCP Qdrant Docker 工具

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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

常见问题

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`.

Does the server support authentication?

Yes, it expects a `QDRANT_API_KEY` environment variable for authenticating with the Qdrant instance.

What transport does the MCP server use?

The server uses SSE (Server‑Sent Events) transport on port 8000 for remote connections.

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