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MCP Server
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Qdrant

by @qdrant

Install with VS Code GitHub

An official Qdrant Model Context Protocol (MCP) server implementation

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1,422 stars Python Apache-2.0 Updated: 2026-06-03

Send to Your Agent

Copy this prompt and paste it into Claude, Cursor, or any MCP client to install instantly.

Install the Qdrant MCP server for me.

Server: Qdrant
Description: An official Qdrant Model Context Protocol (MCP) server implementation
Install command: npx -y qdrant/mcp-server-qdrant

GitHub: https://github.com/qdrant/mcp-server-qdrant

Please install this MCP server and confirm when ready.

Paste into any AI agent with MCP support — works with Claude Desktop, Cursor, Cline, and more.

Quick Install

Config file: ~/Library/Application Support/Claude/claude_desktop_config.json

  1. Open Claude Desktop app
  2. Go to Settings → Developer → Edit Config
  3. Paste the config below into the file
  4. Restart Claude Desktop
{
  "mcpServers": {
    "qdrant": {
      "command": "npx",
      "args": [
        "-y",
        "qdrant/mcp-server-qdrant"
      ]
    }
  }
}

Add this to your ~/Library/Application Support/Claude/claude_desktop_config.json

Installation Methods

npx Run directly with npx
npx -y qdrant/mcp-server-qdrant
docker Run with Docker
docker run qdrant/mcp-server-qdrant

Tools (9)

Store

some information in the Qdrant database

Input

- `information` (string): Information to store

metadata

(JSON): Optional metadata to store

collection_name

(string): Name of the collection to store the information in. This field is required if there are no default collection

Returns

Confirmation message

Retrieve

relevant information from the Qdrant database

Input

- `query` (string): Query to use for searching

collection_name

(string): Name of the collection to store the information in. This field is required if there are no default collection

Returns

Information stored in the Qdrant database as separate messages

Compatibility

Claude Desktop
Cursor
Cline
VS Code
Devin (formerly Windsurf)

About

mcp-server-qdrant: A Qdrant MCP server

Overview

An official Qdrant Model Context Protocol (MCP) server implementation

Tools

  • Store: some information in the Qdrant database
  • Input: - information (string): Information to store
  • metadata: (JSON): Optional metadata to store
  • collection_name: (string): Name of the collection to store the information in. This field is required if there are no default collection
  • Returns: Confirmation message
  • Retrieve: relevant information from the Qdrant database
  • Input: - query (string): Query to use for searching
  • collection_name: (string): Name of the collection to store the information in. This field is required if there are no default collection
  • Returns: Information stored in the Qdrant database as separate messages

Installation

NPX

npx -y qdrant/mcp-server-qdrant

DOCKER

docker run qdrant/mcp-server-qdrant

Related Resources

GitHub

MCP Server

Repository management, file operations, and GitHub API integration

DeepSeek Coder Architect

Prompt

Leverage DeepSeek Coder for complex software architecture, code generation, and technical problem-solving with advanced reasoning.

3D Printing Optimizer

Skill

Optimize 3D models for additive manufacturing considering orientation, supports, infill, and material properties.

Artificial Intelligence

Glossary

The broad field of creating machines that can perform tasks requiring human-like intelligence, such as reasoning, learning, and perception.

Filesystem

MCP Server

Secure file operations with configurable access controls

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