vault-master-mcp and vaultforge
These tools are competitors, as both appear to be local MCP servers for Obsidian vaults, offering similar functionalities for traversing, querying, and managing knowledge graphs or facilitating operations like search and intelligence within the vault.
About vault-master-mcp
mattbotcode/vault-master-mcp
Graph-aware MCP server for Obsidian vaults — enables AI agents to traverse, query, and maintain knowledge graphs
About vaultforge
blacksmithers/vaultforge
Local MCP server for Obsidian vault operations — search, intelligence, canvas tools
Implements 27 tools including BM25-ranked full-text search (via Orama), canvas creation with automatic graph layout (dagre), and TF-IDF-based vault theme mapping—all optimized to minimize token consumption by returning semantically dense, ranked results rather than raw dumps. Runs as a stdio-based MCP server with no plugin dependency, designed specifically for AI agent workflows rather than direct human use. Handles batch operations, regex find-and-replace, backlink analysis, and canvas patching with semantic positioning instead of pixel coordinates.
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