Skip to content
mcp/harbor
Windsurf

Memory Engine MCP for Windsurf

io.github.simoneb79/memory-engine-mcp

Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

client:Windsurf transport:stdio runtime:oci

Install Memory Engine MCP 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-engine-mcp": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "ghcr.io/simoneb79/memory-engine-mcp:1.5.3"
      ],
      "env": {
        "MEMORY_DB_PATH": "<MEMORY_DB_PATH>",
        "MARKDOWN_SOURCE": "<MARKDOWN_SOURCE>",
        "MEMORY_PORT": "<MEMORY_PORT>"
      }
    }
  }
}

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

Memory Engine MCP in other clients

Memory Engine MCP MCP server