Qdrant MCP MCP Server

io.github.avaazquezz/mcp-qdrant

Repository Registry

What is the Qdrant MCP MCP server?

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

How to install Qdrant MCP

Copy-paste configuration for popular MCP clients.

transport: stdio

Config generated by PluginBench — verify against the source before use.

Environment / auth

QDRANT_URL
Qdrant server URL, e.g. http://localhost:6333 (mutually exclusive with QDRANT_LOCAL_PATH)
QDRANT_API_KEY
secret
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

~/Library/Application Support/Claude/claude_desktop_config.json

{
  "mcpServers": {
    "mcp-qdrant": {
      "command": "uvx",
      "args": [
        "mcp-qdrant"
      ],
      "env": {
        "QDRANT_URL": "<YOUR_QDRANT_URL>",
        "QDRANT_API_KEY": "<YOUR_QDRANT_API_KEY>",
        "QDRANT_LOCAL_PATH": "<YOUR_QDRANT_LOCAL_PATH>",
        "QDRANT_MCP_TOOLSETS": "<YOUR_QDRANT_MCP_TOOLSETS>",
        "QDRANT_MCP_READ_ONLY": "<YOUR_QDRANT_MCP_READ_ONLY>"
      }
    }
  }
}

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