11 tools with consistent verb-noun naming (search_, get_, list_, update_, export_). All have descriptions (avg 85 chars, within 10-1024 range). Input schemas present with typed parameters and enums for constrained fields (format, status). However, output schemas are not documented, LLMs cannot predict response structure for chaining. Parameter descriptions are minimal (avg 45 chars); many lack format/range guidance. No error handling guidance visible. Missing tool annotations (readOnlyHint/destructiveHint). Two WRITE tools (export_meeting, update_action_item) lack confirmation/dry-run patterns.

• Document output schemas for all tools. E.g., search_meetings returns [{meeting_id, title, date, participant_count}]. Include all fields needed for downstream tool calls.
• Add min/max bounds to numeric parameters: limit (1-100), offset (0+), depth (1-5). State in parameter descriptions: 'Maximum number of results to return (1-100, default 20)'.
• Implement confirmation pattern for WRITE tools: add a 'dry_run' boolean parameter or a separate 'preview_export' tool. Let agents review changes before committing.
• Add tool annotations via MCP schema: mark read-only tools with readOnlyHint=true, destructive tools with destructiveHint=true. Enables agent safety checks.
• Enhance error messages with recovery guidance. E.g., 'No meetings found matching query. Try: (1) broaden search terms, (2) use list_meetings to see available meetings, (3) search_by_participant if looking for specific attendees.'