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sqlite-graph-memory

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

Connector by tonydzi · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 12
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Install

Works with Claude Code, Codex, VS Code, Cursor, Windsurf, Claude Desktop. Read the repository before you give any tool access to your data.

npx agentmarket install connector/tonydzi-sqlite-graph-memory

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

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

Use cases: knowledge-base, agent-memory

Reviews

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No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this server can do and what it asks for, from its tool list, install config and code. Checked Oct 25, 2026.

Tools
1 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Tools by what they do 1

Read from the source code; the running server may list different tools.

Read 1 · Look things up without changing anything.

  • memory_recall

Secrets and settings it asks for

Other settings (environment variables or headers).

  • BRAIN_INDEX_DIR
  • TURNSTATE_DB

Network hosts it talks to 3

  • context7.com · found in code
  • github.com · found in code
  • glama.ai · found in code

Files it touches

  • Your home directory (~)

Tools (1)

Read from the source code; the running server may differ. Descriptions are the server’s own words; hidden characters are shown as [U+…].

  • memory_recall

    Associative memory recall over linked markdown notes. Retrieves relevant context using vector search, 1-hop [[wikilink]] graph expansion, and cross-encoder reranking. Returns a formatted context bundle.

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    Featured in

    Signals

    Stars
    12
    Forks
    8
    Open issues
    4
    Weekly downloads
    124
    Last commit
    Oct 24, 2026 (4 days ago)
    Last release
    Oct 24, 2026 (4 days ago)
    Last package publish
    Oct 24, 2026 (4 days ago)

    From GitHub (fetched Oct 24, 2026) and the package registry.

    Details

    Registry name
    io.github.tonydzi/sqlite-graph-memory
    Version
    0.3.2
    Auth
    No auth
    Packages
    pypi sqlite-graph-memory
    License
    MIT
    Repository
    github.com/tonydzi/sqlite-graph-memory
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026
    Source
    Official MCP Registrygithub-graphql
    Cite this page

    sqlite-graph-memory MCP server. Agent Mart. https://agentmart.dev/connectors/tonydzi-sqlite-graph-memory (last updated 2026-10-24)