15 tools with complete input schemas and descriptions. Naming follows verb_noun convention (locations, desks, book, cancel_booking). Descriptions are adequate (avg ~150 chars) but lack LLM-optimized guidance on when to use each tool vs. alternatives. Parameters have types and descriptions, but many lack constraints (enums, ranges, patterns). Output schemas are not documented, LLMs cannot predict response structure. Error handling is absent from descriptions. Destructive operations (book, cancel_booking, add_print_job) lack confirmation/dry-run patterns. No tool annotations (readOnlyHint, destructiveHint) visible in schema.

• Document output schemas for all tools. Example: 'Returns array of {location_uuid, name, city, address, amenities}' so LLMs know what fields to extract and pass to downstream tools.
• Add tool annotations to schema: set destructiveHint=true for book, cancel_booking, add_favorite, remove_favorite, add_print_job. Set readOnlyHint=true for all read-only tools.
• Add enum constraints: space_type: {enum: [0, 1, 2, 3], description: '0=desk, 1=office, 2=meeting_room, 3=event_space'}. Add pattern for date: {pattern: '^\d{4}-\d{2}-\d{2}$'}.
• Implement confirmation pattern for destructive operations. Add optional 'dry_run' parameter to book and cancel_booking, or create separate 'preview_booking' tool that returns cost/details before commit.
• Remove find_space alias. Keep only desks. If users expect 'find_space', add it as a documented alias in the description of desks, not as a separate tool.