Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.
Connect Runs on your machine
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
{
"mcpServers": {
"sqlite-graph-memory": {
"command": "uvx",
"args": [
"sqlite-graph-memory==0.3.8"
],
"env": {
"BRAIN_INDEX_DIR": "<BRAIN_INDEX_DIR>",
"TURNSTATE_DB": "<TURNSTATE_DB>"
}
}
}
}
{
"mcpServers": {
"sqlite-graph-memory": {
"command": "uvx",
"args": [
"sqlite-graph-memory==0.3.8"
],
"env": {
"BRAIN_INDEX_DIR": "<BRAIN_INDEX_DIR>",
"TURNSTATE_DB": "<TURNSTATE_DB>"
}
}
}
}
{
"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
| Name | Description |
|---|---|
BRAIN_INDEX_DIRRequired | Directory holding the index. Build it once with `sgm-index /path/to/notes`. |
TURNSTATE_DBOptional | SQLite file for recall telemetry. |
Details
| Package | [email protected] (PYPI, stdio) |
| First published | 10 Nov 2026 |
| Last updated | 10 Nov 2026 |
| Registry name | io.github.tonydzi/sqlite-graph-memory |
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