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Smart Connections MCP

Local semantic search over Obsidian vaults via Smart Connections embeddings.

Connector by msdanyg · GitHub account verified by the MCP Registry

IndexedMITLocal (stdio)★ 59
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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/msdanyg-smart-connections-mcp

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

Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

Reviews

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Permissions

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

Tools
6 read · 0 write · 0 deleteRead-only
Secrets
None asked for
Install scripts
None found
Runs as
Node.js package

Tools by what they do 6

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

Read 6 · Look things up without changing anything.

  • get_connection_graph
  • get_note_content
  • get_similar_notes
  • get_stats
  • list_vaults
  • search_notes

Secrets and settings it asks for

Other settings (environment variables or headers).

  • SMART_VAULT_PATH

Network hosts it talks to 1

  • github.com · found in code

Tools (6)

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

  • get_connection_graphBuild connection graph

    Walk semantic similarity links outward from a note to map how ideas connect.

  • get_note_contentRead note content

    Read a note's full markdown, or pass include_blocks (heading keys from search/similar results) to extract only those sections.

  • get_similar_notesFind similar notes

    Find notes semantically similar to a given note using its stored embedding (no model needed). Searches within the note's own vault.

  • get_statsKnowledge base statistics

    Note/block/index counts and embedding model per vault, with totals.

  • list_vaultsList configured vaults

    All configured vaults with load status, counts, and embedding model. Failed vaults include the error.

  • search_notesSemantic note search

    Search notes by meaning using the vault's own Smart Connections embedding model, run locally. Returns ranked note- and block-level matches with content snippets. Falls back to literal keyword matching (mode: "keyword-fallback") only if the embedding model cannot load.

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    Featured in

    Signals

    Stars
    59
    Forks
    17
    Open issues
    1
    Contributors
    1
    Last commit
    Aug 22, 2026 (2 months ago)
    Last release
    Aug 22, 2026 (2 months ago)

    From GitHub (fetched Oct 24, 2026).

    Details

    Registry name
    io.github.msdanyg/smart-connections-mcp
    Version
    2.0.1
    Auth
    No auth
    Packages
    npm smart-connections-mcp
    License
    MIT
    Repository
    github.com/msdanyg/smart-connections-mcp
    First seen
    Oct 24, 2026
    Last checked
    Oct 24, 2026
    Source
    Official MCP Registrygithub-graphql

    More from msdanyg

    Cite this page

    Smart Connections MCP. Agent Mart. https://agentmart.dev/connectors/msdanyg-smart-connections-mcp (last updated 2026-10-24)