# Qdrant Docs MCP Server

> Use this tool when you need to access reliable and up-to-date documentation for Qdrant, as it provides a read-only server offering curated information for Large Language Models (LLMs). This server solves the problem of outdated or inaccurate documentation, ensuring LLMs have the most current knowledge. It accepts queries and returns relevant documentation, making it ideal for use cases requiring accurate and trustworthy information retrieval.

Canonical page: https://skillsregistry.net/skills/qdrant-mcp-for-docs  
JSON: https://api.skillsregistry.net/v1/skills/qdrant-mcp-for-docs

## Description

A read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.

## Trust

- **Trust score (0–1):** 0.70
- **Verification tier:** verified
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** ai-ml
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/vgtjwfmrlo)
- **Repository:** <https://github.com/qdrant/mcp-for-docs>

## 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": "qdrant-mcp-for-docs"
    }
  }
}
```

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