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mcp/harbor
Windsurf

ai memory for Windsurf

io.github.alphaonedev/ai-memory

Persistent memory for any AI — zero token cost until recall

client:Windsurf transport:stdio runtime:oci

Install ai memory 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": {
    "ai-memory": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/alphaonedev/ai-memory:0.5.1"
      ],
      "env": {
        "AI_MEMORY_DB": "<AI_MEMORY_DB>"
      }
    }
  }
}

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

ai memory in other clients

ai memory MCP server