Vault Semantic Search vs mcp-markdown-vault

Performs hybrid semantic and full-text search across markdown vault documents using vector embeddings.

Headless semantic MCP server for Obsidian, Logseq, Dendron & any markdown vault. AST-based surgical editing, hybrid vector + TF-IDF search, zero-setup local embeddings — no app or plugins required. Stdio & SSE transport, Docker-ready.

MCP Servers

MCP Servers

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