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MCP Qdrant Docker

@RollandMELET

Repository

Basic information

Category

Databases

Transports

stdio

Author

RollandMELET

About MCP Qdrant Docker

Docker configuration for Qdrant MCP server

MCP Qdrant Docker config

Add this server to your MCP-compatible client using the configuration below.

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

MCP Qdrant Docker tools

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Overview

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

Frequently asked questions

1

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`.

2

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"`.

3

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`.

4

Does the server support authentication?

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

5

What transport does the MCP server use?

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

Comments

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