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mcp/harbor
Windsurf

Memory Vault for Windsurf

io.github.mihaibuilds/memory-vault

Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hosted, MIT.

client:Windsurf transport:stdio runtime:oci

Install Memory Vault in Windsurf

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

Held in this page only — never stored, logged, or sent anywhere but back to your screen. 

{
  "mcpServers": {
    "memory-vault": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/mihaibuilds/memory-vault-mcp:1.6.0"
      ],
      "env": {
        "DB_HOST": "<DB_HOST>",
        "DB_PORT": "<DB_PORT>",
        "DB_NAME": "<DB_NAME>",
        "DB_USER": "<DB_USER>",
        "DB_PASSWORD": "<DB_PASSWORD>"
      }
    }
  }
}

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

Memory Vault in other clients

Memory Vault MCP server