Critical failures across all dimensions. Descriptions are present but generic (10-40 chars), below the 50-200 char baseline for LLM-optimized tools. No parameter documentation exists, tools accept no visible parameters yet likely require IDs or filters (e.g., list_board_saves needs a board_id). No output schemas documented. No error handling guidance. The server is essentially a stub with tool names only; actual implementation details are not visible in source.

• Add explicit input schemas to all tools. Example for list_board_saves: {"type": "object", "properties": {"board_id": {"type": "string", "description": "The board ID to list saves from"}, "limit": {"type": "integer", "minimum": 1, "maximum": 100, "default": 20}}, "required": ["board_id"]}
• Expand tool descriptions to 50-200 characters. Current descriptions (10-40 chars) lack context for LLM selection. Example: 'list_saves' → 'List all saves for the current authenticated user. Returns save metadata including ID, title, description, and creation date. Supports pagination via limit and offset parameters.'
• Document output schemas for all tools. Specify which fields are returned (e.g., list_boards returns [{id, name, description, save_count}]) so LLMs can chain tools correctly.
• Rename 'search' to 'search_saves' for consistency with verb_noun naming and to disambiguate from other potential search tools.
• Add pagination support (limit, offset/cursor, total_count) to all list_* tools. Cap default results at 20-50 items per pattern:paginated-result to prevent context window exhaustion.