Better Qdrant MCP Server

by wrediam

MCP server for enhanced Qdrant vector database functionality

4Node.jsstdio

context tax

pending

security

97/100

cold start

pending

freshness

Slowing5mo ago

Our reading of Better Qdrant, from the data

Better Qdrant is a database MCP server from wrediam.

We haven't measured its tool list yet, so its token cost is unknown.

Maintenance is slowing: the last public signal was 5 months ago (2026-06-01). For comparison, 64% of database servers are active or maintained.

With 4 GitHub stars it ranks #376 of 1,397 database servers we index.

It runs locally on your machine over stdio.

Install Better Qdrant MCP server

claude mcp add better-qdrant -- npx -y better-qdrant-mcp-server

{
  "mcpServers": {
    "better-qdrant": {
      "command": "npx",
      "args": [
        "-y",
        "better-qdrant-mcp-server"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "better-qdrant": {
      "command": "npx",
      "args": [
        "-y",
        "better-qdrant-mcp-server"
      ]
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "better-qdrant": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "better-qdrant-mcp-server"
      ]
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "better-qdrant": {
      "command": "npx",
      "args": [
        "-y",
        "better-qdrant-mcp-server"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Security signals

97/100 — no known issues found as of 2026-10-19, from the checks below. This is not a guarantee of safety; review what a server can do before connecting it.

Deductions

No security policy (SECURITY.md)-3

Checks

✓Repository hygiene (archived, activity, license, security policy)
○Package metadata (install scripts, provenance) — pending
○Tool descriptions (prompt-injection and hidden-text heuristics) — pending
○Source scan (secrets, CVEs, risky code) by vectra-guard — pending

Scan it yourself before installing with vectra-guard, the open-source agent security CLI. Scoring rules

Freshness

Slowing — last maintenance signal 5mo ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-06-01 · 5mo ago · GitHub
Latest release
no data · GitHub
Package published
no data · npm/PyPI
Registry entry updated
no data · official registry

How it compares in Database

Against the most-starred database servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
Better Qdrant (this)	4	—	not measured	Slowing	local
Screenpipe	21,982	—	not measured	Active	—
Genai Toolbox	16,679	—	not measured	Active	hosted
Convex Backend	12,716	—	not measured	Active	—
Kubeshark	12,100	—	not measured	Active	local
Baserow	6,174	—	not measured	Active	—

All database MCP servers

FAQ

›How do I install the Better Qdrant MCP server in Claude Code?

Run: claude mcp add better-qdrant -- npx -y better-qdrant-mcp-server. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Better Qdrant require an API key?

No required environment variables are declared in its published metadata.

›Can I use Better Qdrant as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Better Qdrant in the official MCP registry?

No. It was indexed from npm.

Sources and method

GitHub repository: fetched 2026-10-19
Package registry (npm / PyPI): listed
Security signals, computed by us: 2026-10-19
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.