# mcp-server-qdrant

> mcp-server-qdrant — bartest5-qdrant-mcp-server-qdrant. Use this tool when you need to efficiently store and retrieve information using vector embeddings, enabling semantic memory and similarity searches. It solves problems related to information retrieval, recommendation systems, and data analysis by providing a scalable and accurate search functionality. The tool accepts embedding inputs and returns relevant information outputs, ideal for use cases involving complex data querying and knowledge retrieval.

Canonical page: https://skillsregistry.net/skills/bartest5-qdrant-mcp-server-qdrant  
JSON: https://api.skillsregistry.net/v1/skills/bartest5-qdrant-mcp-server-qdrant

## Description

An MCP server that provides semantic memory on top of Qdrant vector search, with tools to store and retrieve information using embeddings.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-08-29

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-08-29

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/zp2mb5ag4a)
- **Repository:** <https://github.com/bartest5/qdrant_mcp-server-qdrant>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "bartest5-qdrant-mcp-server-qdrant"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/bartest5-qdrant-mcp-server-qdrant` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/bartest5-qdrant-mcp-server-qdrant/pull`

---
SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt