Vault Graph MCP Server

Example Use Cases

• 1

  Context-aware access to Obsidian vaults without exposing raw file contents.

• 2

  Discover thematically related notes through graph-based analysis beyond direct links.

• 3

  AI-powered note recommendations based on knowledge graph topology and centrality.

Description

Vault Graph MCP Server enables AI agents to access and navigate Obsidian vaults semantically without exposing raw file contents. It offers features like graph traversal, ranked recommendations, hub discovery, and 2-hop related note discovery, enhancing personal knowledge management. The server supports fast, cached queries and integrates with multiple AI platforms via the MCP standard, facilitating intelligent note recommendations and knowledge exploration.