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Markdown Vault MCP

Official

by pvliesdonk ยท Python

Generic markdown vault MCP with hybrid search

io.github.pvliesdonk/markdown-vault-mcp โ€” Model Context Protocol (MCP) server

This MCP server is a generic Markdown vault that supports hybrid search. It is positioned for working with Markdown knowledge bases, using both embeddings-based semantic search and full-text search, backed by SQLite.

๐Ÿ› ๏ธ Key Features

  • Hybrid search combining semantic-search (embeddings) and FTS5 full-text search
  • Markdown vault organization for knowledge-base content
  • Uses SQLite for storage/indexing

๐Ÿš€ Use Cases

  • Searching an Obsidian-style markdown vault
  • Querying a knowledge-base of Markdown documents via MCP
  • Developer exploration of model context from local Markdown content

โšก Developer Benefits

  • MCP server implementation for Model Context Protocol integrations
  • Development-oriented stack includes Python and FastMCP

โš ๏ธ Limitations

  • Source description does not specify authentication, deployment options, or supported query semantics beyond hybrid search

Topics

claudeembeddingsfastmcpfts5knowledge-basemarkdownmcpmcp-servermodel-context-protocolobsidianpythonsearchsemantic-searchsqlitevault