Qdrant

MCP Server Verified

Qdrant vector database integration. Store, search, and manage vector embeddings for similarity search and AI applications.

by Community

★★★★☆ 4.4/5 (100 reviews)
1.2kGitHub stars
16kinstalls
Updated 2026-02-10
pythonintermediateactive

Installation

uvx mcp-server-qdrant

Quick Start

```json
{
  "mcpServers": {
    "qdrant": {
      "command": "uvx",
      "args": ["mcp-server-qdrant"],
      "env": { "QDRANT_URL": "http://localhost:6333" }
    }
  }
}
```

Tools & Capabilities

upsert_points
search
create_collection
list_collections

Compatibility

Claude Desktop Continue

About Qdrant

Qdrant vector database integration. Store, search, and manage vector embeddings for similarity search and AI applications.

View on GitHub →

Language: Python

Category: AI & ML

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