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sqlite-graph-memory

io.github.tonydzi/sqlite-graph-memory · v0.3.8

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

Connect Runs on your machine

Terminal
claude mcp add sqlite-graph-memory -e BRAIN_INDEX_DIR=<BRAIN_INDEX_DIR> -e TURNSTATE_DB=<TURNSTATE_DB> -- uvx sqlite-graph-memory==0.3.8
claude_desktop_config.json
{
  "mcpServers": {
    "sqlite-graph-memory": {
      "command": "uvx",
      "args": [
        "sqlite-graph-memory==0.3.8"
      ],
      "env": {
        "BRAIN_INDEX_DIR": "<BRAIN_INDEX_DIR>",
        "TURNSTATE_DB": "<TURNSTATE_DB>"
      }
    }
  }
}
~/.cursor/mcp.json
{
  "mcpServers": {
    "sqlite-graph-memory": {
      "command": "uvx",
      "args": [
        "sqlite-graph-memory==0.3.8"
      ],
      "env": {
        "BRAIN_INDEX_DIR": "<BRAIN_INDEX_DIR>",
        "TURNSTATE_DB": "<TURNSTATE_DB>"
      }
    }
  }
}
.vscode/mcp.json
{
  "servers": {
    "sqlite-graph-memory": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "sqlite-graph-memory==0.3.8"
      ],
      "env": {
        "BRAIN_INDEX_DIR": "<BRAIN_INDEX_DIR>",
        "TURNSTATE_DB": "<TURNSTATE_DB>"
      }
    }
  }
}

Replace the values in angle brackets with your own. Keys stay on your machine; we never see them.

Tools

This server runs locally, so its tools are listed by your MCP client once it starts.

Environment variables

NameDescription
BRAIN_INDEX_DIR
Required
Directory holding the index. Build it once with `sgm-index /path/to/notes`.
TURNSTATE_DB
Optional
SQLite file for recall telemetry.

Details

Package[email protected] (PYPI, stdio)
First published10 Nov 2026
Last updated10 Nov 2026
Registry nameio.github.tonydzi/sqlite-graph-memory

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