msdanyg/smart-connections-mcp
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The Smart Connections MCP Server provides semantic search and knowledge graph capabilities for Obsidian vaults using Smart Connections embeddings.
Tools
Functions exposed to the LLM to take actions
get_similar_notes
Find notes semantically similar to a given note.
get_connection_graph
Build a multi-level connection graph showing how notes are semantically connected.
search_notes
Search notes using a text query, ranked by relevance.
get_embedding_neighbors
Find nearest neighbors for a given embedding vector.
get_note_content
Retrieve full note content with optional block extraction.
get_stats
Get statistics about the knowledge base.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client