sqlite-graph-memory
Recall over your markdown notes: vector search plus your [[wikilinks]] as a graph, in SQLite.
What it does
sqlite-graph-memory is an MCP server, a connector that lets an AI assistant use it as a tool. It is installed locally as a package and runs on your machine.
From the publisher's description, Electra Index matched it to 2 capabilities: knowledge base qa and sql querying. That makes it a candidate for tasks such as query databases in plain language or answer customer questions.
Facts come from the Official MCP Registry, as declared by the publisher. Capabilities are matched automatically (low confidence) and are not a test of the tool.
At a glance
How to connect
As declared in the Official MCP Registry · not tested by Electra IndexInstall package
- PYPI
sqlite-graph-memoryv0.3.1 · runs locally (stdio)
Required: BRAIN_INDEX_DIR (get it from the publisher)
No ready-made settings: the registry entry does not contain everything needed. Follow the publisher's instructions.
Tasks it helps with
Share of each task's required capabilities it covers| Query databases in plain language SQL Querying | 50% |
| Answer customer questions Knowledge Base QA | 50% |
| Answer questions from internal documents Knowledge Base QA | 50% |
| Answer support phone calls Knowledge Base QA | 50% |
| Build a help center Knowledge Base QA | 50% |
| Onboard new employees Knowledge Base QA | 50% |
| Build data pipelines SQL Querying | 33% |
| Automate customer support Knowledge Base QA | 33% |
Similar tools
Listed for the same task: query databases in plain language- metabase-ai-assistantREMOTELOCALMCP Server for Metabase - 111 tools for SQL generation, dashboards & PostgreSQL
- Anomaly AIREMOTELOCALAI data analyst: ask about your Excel, CSV, GA4 or database data and get charts and dashboards back
- Tableau Workbook AuditorREMOTELOCALLocal-only Tableau .twbx audit: lineage, unused fields, duplicate calcs, SQL, version diffs
- HotelinkREMOTELOCALRead-only hotel data (OAuth). Guide: https://mcp.hotelink.ai/llms.txt. Verify with list_datasets
- Vitrus analyticsREMOTELOCALRead-only analytics for all your apps: users, AI traffic, revenue, with the SQL behind every number
- EmeraldREMOTELOCALThe database under the chat: a local SQLite file a model asks for rows, not notes to re-read
Ready-made AI agents
- $25/mo · free plan
- Wren AI54$179/mo · free plan
- $36/mo · free plan
Facts & evidence
Each fact shows where it was seen and when.| Fact | Value | Evidence | Source | Last confirmed |
|---|---|---|---|---|
| Install package | sqlite-graph-memory | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| Package registries | pypi | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| Local install (package) | yes | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| Remote access (hosted) | no | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| Repository | https://github.com/tonydzi/sqlite-graph-memory | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| Registry status | active | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| Version | 0.3.1 | DECLARED | SRC-001 Official MCP Registry | 1h ago |
| MCP server | yes | DECLARED | SRC-001 Official MCP Registry | 1h ago |
Change history
- NEW19 Oct 2026first seen in the index
Is this page accurate?
Flag it and our robot re-checks the official source. Reports never change a score.Is sqlite-graph-memory still online?
Free alerts · no accountQuestions about sqlite-graph-memory
How do I connect sqlite-graph-memory?
Install the PyPI package sqlite-graph-memory. The exact settings are in "How to connect" above, as declared in the Official MCP Registry.
Does sqlite-graph-memory need an API key or token?
Yes. The registry entry lists a required value: BRAIN_INDEX_DIR. Get it from the publisher.
What can I use sqlite-graph-memory for?
Based on its description, it is most relevant to: query databases in plain language, answer customer questions, answer questions from internal documents, answer support phone calls.