Qdrant MCP Server

by avaazquezzio.github.avaazquezz/mcp-qdrantv1.0.1

MCP server that wraps the Qdrant vector database API as tools.

1Pythonstdioofficial registry

context tax

queued

security

queued

cold start

queued

freshness

Maintained35d ago

Install Qdrant MCP server

claude mcp add qdrant-avaazquezz -e QDRANT_API_KEY='<qdrant-api-key>' -- uvx mcp-qdrant

{
  "mcpServers": {
    "qdrant-avaazquezz": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_API_KEY": "<qdrant-api-key>"
      }
    }
  }
}

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

{
  "mcpServers": {
    "qdrant-avaazquezz": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_API_KEY": "<qdrant-api-key>"
      }
    }
  }
}

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

{
  "servers": {
    "qdrant-avaazquezz": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_API_KEY": "<qdrant-api-key>"
      }
    }
  }
}

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

{
  "mcpServers": {
    "qdrant-avaazquezz": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_API_KEY": "<qdrant-api-key>"
      }
    }
  }
}

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

Configuration

Variable	Required	Secret	Description
QDRANT_URL	—	—	Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH)
QDRANT_API_KEY	—	yes	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, snapshots, observability
QDRANT_MCP_READ_ONLY	—	—	Block every tool not marked read-only

Freshness

Maintained — last maintenance signal 35d ago. The newest of the signals below sets the band.

Last commit (default branch)
2026-09-04 · 35d ago · GitHub
Latest release
2026-08-31 · 39d ago · GitHub · v1.1.1
Package published
no data · npm/PyPI
Registry entry updated
2026-08-31 · 39d ago · official registry · v1.0.1

FAQ

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

Run: claude mcp add qdrant-avaazquezz -e QDRANT_API_KEY='<qdrant-api-key>' -- uvx mcp-qdrant. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Qdrant require an API key?

Yes. It expects QDRANT_API_KEY, of which 1 is a secret.

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

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

›Is Qdrant in the official MCP registry?

Yes, as io.github.avaazquezz/mcp-qdrant.