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Search your Obsidian second brain semantically and retrieve relevant knowledge fast.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "vault-rag-mcp" yet — see the docs or source repo.
Please semantically search my Obsidian vault for notes most relevant to “RAG system design principles,” and summarize the key points from the top 5 results with source filenames.
Returns the most relevant note excerpts, source filenames, and a distilled summary of key insights.
Help me find content related to “user interview insights” across different notes in my second brain and organize it by thematic clusters.
Produces cross-note search results grouped into clear thematic clusters.
Please search my Obsidian knowledge base for content related to “knowledge management best practices,” then turn it into an article-ready outline with cited sources.
Generates an article outline based on vault content, with note sources cited for each section.
Turn an Obsidian vault into a searchable, writable second brain with insights.
Connect AI to an Obsidian vault for semantic search and graph-based knowledge operations.
Search, read, write PARA-organized Obsidian notes and save URLs as notes.
Search, read, and list Obsidian notes with natural language semantic retrieval.
Connect your Obsidian vault to MCP for AI note search and editing.
Enable semantic search and AI note retrieval for your Obsidian vault.