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mcp/harbor
Windsurf

pgvector for Windsurf

io.github.mittalpk/pgvector

Similarity search, hybrid search, and index management for pgvector-backed PostgreSQL tables

client:Windsurf transport:stdio runtime:pypi

Install pgvector in Windsurf

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

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{
  "mcpServers": {
    "pgvector": {
      "command": "uvx",
      "args": [
        "mcp-server-pgvector"
      ],
      "env": {
        "DATABASE_URL": "<DATABASE_URL>",
        "MCP_PGVECTOR_READ_ONLY": "<MCP_PGVECTOR_READ_ONLY>"
      }
    }
  }
}

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

pgvector in other clients

pgvector MCP server