Add the Qdrant MCP server to Windsurf

Config last verified Jun 1, 2026

The exact config to run Qdrant in Windsurf — paste it in, restart, and the tools load.

Prerequisites

Windsurf installed.
QDRANT_URL — URL of the Qdrant instance. Required unless using QDRANT_LOCAL_PATH.
COLLECTION_NAME — Name of the Qdrant collection to use. Required unless provided per-tool.

Setup

1. Open `~/.codeium/windsurf/mcp_config.json`

On Windows the file lives at %USERPROFILE%\.codeium\windsurf\mcp_config.json.

2. Add this configuration

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

~/.codeium/windsurf/mcp_config.json

json

{
  "mcpServers": {
    "qdrant": {
      "command": "uvx",
      "args": [
        "mcp-server-qdrant"
      ],
      "env": {
        "QDRANT_URL": "<QDRANT_URL>",
        "COLLECTION_NAME": "<COLLECTION_NAME>",
        "QDRANT_API_KEY": "<QDRANT_API_KEY>",
        "EMBEDDING_MODEL": "<EMBEDDING_MODEL>"
      }
    }
  }
}

3. Restart Windsurf and confirm the Qdrant tools load.

Gotchas

Windsurf's Cascade reads MCP servers from an "mcpServers" object in ~/.codeium/windsurf/mcp_config.json. Unlike most clients, remote servers are configured with the "serverUrl" field rather than "url", so a config that uses "url" silently fails to connect. Native remote transport is supported without an OAuth flow.

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