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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.
Enable MCP-compatible AI assistants to safely read and write Obsidian notes.
Enable semantic search and AI note retrieval for your Obsidian vault.