# Kdrant MCP server

> An idiomatic Kotlin client for the Qdrant vector database that provides coroutine-first APIs and a type-safe DSL.

- Repository: https://github.com/NaCode-Studios/Kdrant
- Page: https://hostedmcp.org/servers/nacode-studios/kdrant
- Transport: —
- Stars: 6
- License: Apache-2.0

## Environment variables

| Name | Required | Secret | Description |
|---|---|---|---|
| `QDRANT_API_KEY` | no | no |  |

## FAQ

### Does Kdrant compute embeddings?

No, Kdrant does not bundle a model or inference library; it expects you to provide the embeddings as a list of floats.

### What are the available transport engines?

Kdrant offers a pure-Kotlin REST engine by default and an optional gRPC engine for high-throughput requirements.