Each tool targets a distinct operation: search, retrieval, tree navigation, CRUD for notes, attribute deletion, backups, and revisions. While update_note and patch_note both modify content, their descriptions clearly separate full updates from targeted find-and-replace, preventing real ambiguity.

All tools follow a consistent snake_case verb_noun pattern (search_notes, get_note, create_note, delete_attribute, create_backup). The naming style is uniform and predictable across the entire tool set.

With 10 tools, the server is well-scoped for a note management domain. Each tool covers a meaningful operation without unnecessary bloat or redundancy.

The core note lifecycle is fully covered with create, read, update, delete, search, and hierarchy traversal. However, attribute management is one-sided (only delete_attribute, with no create/update), and revisions can be created but not listed or retrieved, leaving minor lifecycle gaps.