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mcp/harbor
Windsurf

Memory Kernel for Windsurf

io.github.artem362/memory-kernel

Local-first memory for AI agents: SQLite FTS5, deterministic recall, no vector DB, no cloud.

client:Windsurf transport:stdio runtime:pypi

Install Memory Kernel 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-kernel": {
      "command": "uvx",
      "args": [
        "amormorri-memory-kernel"
      ],
      "env": {
        "MEMORY_KERNEL_DB": "<MEMORY_KERNEL_DB>"
      }
    }
  }
}

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

Memory Kernel in other clients

Memory Kernel MCP server