mcpvault and vaultforge
These are competitors offering overlapping MCP server functionality for Obsidian vault access, though VaultForge emphasizes broader operational capabilities (search, intelligence, canvas tools) while McpVault prioritizes lightweight safety-focused vault access.
About mcpvault
bitbonsai/mcpvault
A lightweight Model Context Protocol (MCP) server for safe Obsidian vault access
Provides read/write access to Obsidian vaults through 14 MCP methods including search with BM25 relevance ranking, frontmatter preservation via gray-matter, and tag management, while filtering system directories. Runs as a Node.js stdio transport server compatible with Claude Desktop, ChatGPT, and any MCP-standard AI client, with token-optimized responses and zero external dependencies.
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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