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Windsurf

sqlite-graph-memory for Windsurf

io.github.tonydzi/sqlite-graph-memory

Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.

client:Windsurf transport:stdio runtime:pypi

Install sqlite-graph-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": {
    "sqlite-graph-memory": {
      "command": "uvx",
      "args": [
        "sqlite-graph-memory"
      ],
      "env": {
        "BRAIN_INDEX_DIR": "<BRAIN_INDEX_DIR>",
        "TURNSTATE_DB": "<TURNSTATE_DB>"
      }
    }
  }
}

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

sqlite-graph-memory in other clients