Most tools have clearly distinct purposes, but speechify_upload_text and speechify_upload_text_files could be confused (inline text vs file paths), and speechify_get_item vs speechify_download_file require careful reading. Descriptions help differentiate them, so the overlap is minor.

All tools use a consistent speechify_ prefix and snake_case, with most following a verb_noun pattern (list_items, get_item, create_folder). The only deviation is speechify_session_status, which is noun-based rather than verb-based, but it is still readable and predictable.

16 tools is slightly heavy but each appears to earn its place across session, item, upload, job, and folder operations. The set is well-scoped for a library management server, though a few tools (e.g., upload_text vs upload_text_files) could potentially be consolidated.

The surface covers core library lifecycle operations: listing/reading items, downloading, uploading text, job management, folder creation, rename, move, trash, restore, and permanent delete. Minor gaps exist such as no item search, no list_folders, no binary file upload, and no update-content operation, but these are workable around.