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Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.
sqlite-graph-memory is an MCP server entry in ChatHome Skills, sourced from Official MCP Registry and scored 78/100. As a Model Context Protocol server, it exposes tools that MCP-compatible LLM clients such as Claude, Cursor, and Copilot can call directly, extending an agent's reach beyond its built-in capabilities. ChatHome Skills discovered this entry through its daily ingest of official registries and GitHub discovery queries, and re-verifies repository facts, freshness signals, and install metadata on every run. The quality score weighs official-registry presence, a working install command, license clarity, GitHub star trajectory, and repository freshness — the full formula is on the Sources page. The install command above is ready to copy. Review the last-pushed date and repository status before adding sqlite-graph-memory to a production agent workflow; the snapshot facts below are point-in-time values from the most recent ingest.
uvx sqlite-graph-memory==0.3.3Review the upstream source before running this command.
{
"_meta": {
"io.modelcontextprotocol.registry/official": {
"status": "active",
"isLatest": true,
"updatedAt": "2026-10-26T19:11:40.799315Z",
"publishedAt": "2026-10-26T19:11:40.799315Z",
"statusChangedAt": "2026-10-26T19:11:40.799315Z"
}
},
"server": {
"name": "io.github.tonydzi/sqlite-graph-memory",
"title": "sqlite-graph-memory",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"version": "0.3.3",
"packages": [
{
"version": "0.3.3",
"transport": {
"type": "stdio"
},
"identifier": "sqlite-graph-memory",
"runtimeHint": "uvx",
"registryType": "pypi",
"registryBaseUrl": "https://pypi.org",
"runtimeArguments": [
{
"name": "--with",
"type": "named",
"value": "sqlite-graph-memory[embeddings]==0.3.3",
"description": "Recall needs the embedding and reranker models; the base package leaves them out to stay small."
}
],
"environmentVariables": [
{
"name": "BRAIN_INDEX_DIR",
"format": "filepath",
"isRequired": true,
"description": "Directory holding the index. Build it once with `sgm-index /path/to/notes`."
},
{
"name": "TURNSTATE_DB",
"format": "filepath",
"default": "./turnstate.db",
"description": "SQLite file for recall telemetry."
}
]
}
],
"repository": {
"url": "https://github.com/tonydzi/sqlite-graph-memory",
"source": "github"
},
"description": "Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite."
}
}