memory mcp lite for Windsurf

io.github.thuupx/memory-mcp-lite

A lightweight, structured, token-efficient local-first MCP memory server

client:Windsurf transport:stdio runtime:npm

Install memory mcp lite in Windsurf

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

{
  "mcpServers": {
    "memory-mcp-lite": {
      "command": "npx",
      "args": [
        "-y",
        "memory-mcp-lite"
      ]
    }
  }
}

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