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mcp/harbor
Windsurf

Vector DB MCP for Windsurf

io.github.kroq86/vector-db-mcp

Assembly-accelerated DuckDB MCP server for code search, indexing, and symbol lookup.

client:Windsurf transport:stdio runtime:oci

Install Vector DB MCP in Windsurf

~/.codeium/windsurf/mcp_config.json · windows: %USERPROFILE%\.codeium\windsurf\mcp_config.json 

{
  "mcpServers": {
    "vector-db-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/kroq86/vector-db-mcp:0.1.1"
      ]
    }
  }
}

Global only — Windsurf has no per-project MCP config. Refresh Cascade after saving. Windsurf docs

Vector DB MCP in other clients

Vector DB MCP MCP server