flywheel-memory and vaultforge

About flywheel-memory

velvetmonkey/flywheel-memory

MCP server — 51 tools for Obsidian vaults. Graph intelligence, safe writes, hybrid search, auto-wikilinks, feedback loop. Zero cloud.

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.