memorymesh for Windsurf

io.github.sparkvibe-io/memorymesh

Persistent, zero-dependency AI memory using SQLite. Local-first, cross-tool portable.

client:Windsurf transport:stdio runtime:pypi

Install memorymesh in Windsurf

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

{
  "mcpServers": {
    "memorymesh": {
      "command": "uvx",
      "args": [
        "memorymesh"
      ]
    }
  }
}

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