Qdrant MCP

io.github.avaazquezz/mcp-qdrant

The full Qdrant API as 58 MCP tools: plain-text semantic/BM25/hybrid search and a search advisor.

View repository →Homepage →

Connect this server

Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.

{
  "mcpServers": {
    "mcp-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_API_KEY": "<your QDRANT_API_KEY>",
        "QDRANT_MCP_TOOLSETS": "core",
        "QDRANT_MCP_READ_ONLY": "false",
        "QDRANT_MCP_MAX_LIMIT": "1000"
      }
    }
  }
}
Environment variables
  • QDRANT_API_KEYsecretQdrant API key, if your instance requires one
  • QDRANT_MCP_TOOLSETSComma-separated toolsets to enable: core, search, payload, admin, snapshots, observability
  • QDRANT_MCP_READ_ONLYRemove every tool not marked read-only from the registry
  • QDRANT_MCP_MAX_LIMITLargest number of points one tool call may ask for (minimum 30); bigger requests are refused, not cut

A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.

Category
Developer Tools
Version
2.12.0
Registry
active
Published
11/4/2026

More Developer Tools servers

Browse all Developer Tools →

io.github.avabuildsdata/mcp-us-business-data

avabuildsdata

Official-source US business, permit, and WHOIS evidence via read-only MCP tools.

Developer ToolsAdded 3 months ago

Avala

avala-ai

Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

Developer ToolsAdded 2 months ago

io.github.avansaber/seo-monster

avansaber

Local-first SEO MCP: track AI citations, Search Console, GA4, PageSpeed, Cloudflare, IndexNow, CrUX.

Developer ToolsAdded 1 month ago

io.github.AvatarGaia/canvas-mcp

AvatarGaia

TeamAgent Canvas MCP（服务端 0.4.0）：91 个工具——开岗、改配置、跑动作、看数据、发布并配知识库。可匿名试用，带 Key 解锁全部。

Developer ToolsAdded 1 month ago

DevProjex

Avazbek22

Read-only MCP server that turns a folder or repository into redacted, token-efficient context.

Developer ToolsAdded 1 month ago

io.github.avclabs/media-mcp

avclabs

MCP Server for video enhancement and image segmentation (SAM3)

Developer ToolsAdded 6 months ago

Add the badge to your site

Show visitors that Qdrant MCP is listed here — it’s also the link we check for a free listing.

Qdrant MCP — listed on Serverdex

HTML — for your website

<a href="https://serverdex.io/server/io-github-avaazquezz-mcp-qdrant?utm_source=badge"><img src="https://serverdex.io/brand/badge.svg" alt="Qdrant MCP — listed on Serverdex" width="123" height="40" loading="lazy"></a>

Recommended. A dofollow link from your own domain is the one that counts for search engines, and it's the link we check for a free listing.

Markdown — for your README

[![Qdrant MCP — listed on Serverdex](https://serverdex.io/brand/badge.svg)](https://serverdex.io/server/io-github-avaazquezz-mcp-qdrant?utm_source=badge)

Nice for visibility, but GitHub marks README links nofollow, so it doesn't pass authority. Use the HTML badge on your site as well.