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.
Key Features
01Granular Content Access to retrieve full note content or specific sections/blocks
02Multi-level Connection Graphs to visualize note relationships by semantic similarity
03Direct Vector Similarity calculations with 384-dimensional embeddings (TaylorAI/bge-micro-v2 model)
04Semantic Search across your Obsidian vault using pre-computed embeddings
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