The server defines 6 well-named read-only tools with clear, action-verb prefixes (search_, get_, browse_, list_). Tool descriptions are concise and explain purpose effectively. Input schemas are properly typed with enums and constraints. However, output schemas are only partially documented in code comments rather than formal Pydantic models visible in the function signatures. Error handling is basic with no recovery guidance. The SearchResult model is defined but other tool outputs (get_page_by_id, browse_section, etc.) lack explicit schema documentation in the visible code. Parameter descriptions are generally good but some could be more prescriptive about constraints and ranges.

• Add formal Pydantic output schema definitions for all tools (get_page_by_id, get_breadcrumb, browse_section, get_categories, get_help_statistics) and reference them in tool descriptions so LLMs know what fields to expect.
• Add error recovery guidance to each tool description. Example: 'If page_id is invalid, call search_help to locate the correct page.' This helps agents self-correct on failures.
• Specify min/max bounds for numeric parameters in descriptions. For max_results: 'Maximum number of results (1 - 100, default 20). Results beyond the limit are not returned.'
• Document pagination behavior in search_help. Clarify: 'Returns up to max_results items. If total results exceed this limit, the response includes a cursor or offset for retrieving additional pages.'
• Add per-item success/failure reporting if browse_section or search_help could partially fail. If one page fails to load, return the successful pages with a note on failures rather than a blanket error.
• Include breadcrumb_path or category in search_help results to help agents understand the document hierarchy without extra calls (this appears to be partially done via SearchResult model, but confirm visibility).

Inferred effective spec: <=2025-11-25.

• Relies on Logging (deprecated) - log to stderr or use OpenTelemetry