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Qdrant MCP Server

by avaazquezz Your server? Claim it
local only

Qdrant MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 2 233 installs a week from pypi. Last commit 21 Oct 2026.

Exposes the full Qdrant vector database API as 56 MCP tools, not just store/find.

Installs per day peak 1 411 · avg 90 · +1341% w/w
a month agotoday
2 233
Installs / week
pypi · mcp-qdrant
2
Stars
0 open issues
21 Oct 2026
Last commit
from GitHub
MIT
License
Python

Nothing serious here today

Today is the operative word: we check Qdrant MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Three servers free · no card

Connect this server

This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.

run in your terminal
claude mcp add mcp-qdrant -- uvx mcp-qdrant
~/Library/Application Support/Claude/claude_desktop_config.json
{
  "mcpServers": {
    "mcp-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ]
    }
  }
}
~/.codex/config.toml
[mcp_servers.mcp-qdrant]
command = "uvx"
args = ["mcp-qdrant"]
.cursor/mcp.json
{
  "mcpServers": {
    "mcp-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ]
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "mcp-qdrant": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ]
    }
  }
}

Optional settings from the registry entry, left out of the block above: QDRANT_URL (Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH)), QDRANT_API_KEY (Qdrant API key, if your instance requires one), QDRANT_LOCAL_PATH (Path to an embedded Qdrant instance, instead of a URL), QDRANT_MCP_TOOLSETS (Comma-separated toolsets to enable: core, search, payload, admin, snapshots, observability), QDRANT_MCP_READ_ONLY (Remove every tool not marked read-only from the registry), QDRANT_MCP_MAX_LIMIT (Largest number of points one tool call may ask for (minimum 30); bigger requests are refused, not cut).

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Qdrant MCP — questions

Answers built from our own checks of this server.

Why is there no uptime for Qdrant MCP?
Qdrant MCP runs on your own machine over stdio — there is no network address to reach, so uptime cannot be measured for it by anyone. What can be measured is adoption: the pypi package mcp-qdrant was installed 2 233 times last week.
How do I connect Qdrant MCP?
Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It runs locally, so the command pulls mcp-qdrant straight from pypi; nothing to host, nothing to sign up for.
How many people use Qdrant MCP?
The pypi package mcp-qdrant was installed 2 233 times in the last week. Week over week that is +1341%. We show installs rather than GitHub stars on purpose: a star is a bookmark, an install is someone actually running it.
Is Qdrant MCP open source?
Yes — it is published under the MIT licence, written in Python and 2 stars on GitHub. The source link is on this page, so you can read exactly what it does with your data before you connect it.