# Qdrant MCP Server

> Use this tool when you need to store and retrieve information using semantic search, enabling large language models (LLMs) to persistently store and search through data and metadata. It solves problems related to information retrieval and knowledge management, providing a memory layer for LLMs to efficiently search and retrieve relevant information. It accepts data and metadata as input and outputs relevant search results, ideal for use cases where semantic search and information retrieval are critical.

Canonical page: https://skillsregistry.net/skills/mcandiav-mcp-oracle-sb  
JSON: https://api.skillsregistry.net/v1/skills/mcandiav-mcp-oracle-sb

## Description

Enables storing and retrieving information using semantic search with Qdrant vector database. Acts as a memory layer for LLMs to persistently store and semantically search through information and metadata.

## Trust

- **Trust score (0–1):** 0.96
- **Verification tier:** verified
- **Last scanned:** 2026-09-28

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-28

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/thc1kvwx0s)
- **Repository:** <https://github.com/mcandiav/mcp-oracle-sb>

## 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": "mcandiav-mcp-oracle-sb"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/mcandiav-mcp-oracle-sb` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/mcandiav-mcp-oracle-sb/pull`

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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