Smart Connections
Integrates advanced semantic search and knowledge graph capabilities into Obsidian vaults by leveraging Smart Connections embeddings.
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This Model Context Protocol (MCP) server transforms your Obsidian vault into a powerful, AI-accessible knowledge base. By utilizing the pre-computed embeddings from Obsidian's Smart Connections plugin, it enables clients like Claude to perform deep semantic searches, discover intricate relationships between notes through dynamic connection graphs, and access note content with block-level granularity. The server aims to significantly enhance your ability to navigate, understand, and leverage your personal knowledge, turning your static notes into an interactive and intelligent resource for AI tools.
Características Principales
- Granular Content Access to retrieve full note content or specific sections/blocks
- Multi-level Connection Graphs to visualize note relationships by semantic similarity
- Direct Vector Similarity calculations with 384-dimensional embeddings (TaylorAI/bge-micro-v2 model)
- Semantic Search across your Obsidian vault using pre-computed embeddings
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Casos de Uso
- Find notes semantically similar to a given document or concept within your Obsidian vault.
- Generate multi-level connection graphs to visualize hidden relationships and dependencies between your notes.
- Query your personal knowledge base using natural language to retrieve relevant information from Obsidian.
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