Knowledge Vault MCP

Example Use Cases

• 1

  Access and search a centralized, updatable knowledge base (personal, project, or post-training-cutoff facts) to enrich responses with current context.

• 2

  Look up and version-control project documentation, coding standards, and configuration notes organized by categories and topics.

• 3

  Discover related topics and semantic connections (cross-references, confidence-scored relationships) when composing or reasoning about content.

Description

Knowledge Vault MCP provides a category-and-topic based knowledge store for personal, project, and up-to-date information, accessible via the Model Context Protocol. It supports full-text and semantic search, attachments, topic relationships with confidence scoring, version history, import/export, and automated web/GitHub import. The server uses a lightweight SQLite database and is intended to centralize and surface context to AI assistants so they can operate with a reliable second brain.