YudexMinds MCP has 6 tools with basic schemas and descriptions, but significant quality gaps. Tool names follow verb_noun convention (get_ideas, create_idea, etc.), which is good. However, descriptions are minimal (10-50 chars), parameter descriptions lack detail, and schemas are incomplete. The update_idea and change_status_idea tools have redundant/confusing parameters (both 'idea_id' and 'id'). No enum constraints on status/priority fields. Error handling is absent from tool definitions. Output schemas are not documented. The server exposes all CRUD operations without clear guidance on when to use each. Baseline: 549 production tools average 194 chars for descriptions and 72 chars per param; this server averages ~30 chars for descriptions and lacks param-level detail.

• Remove the redundant 'id' parameter from update_idea and change_status_idea. Keep only 'idea_id' for consistency with get_idea and delete_idea.
• Add enum constraints to status and priority parameters. E.g., status: enum=['pending', 'in_progress', 'completed', 'archived']; priority: enum=['low', 'medium', 'high', 'urgent'].
• Expand tool descriptions to 100 - 200 characters. Example: 'Create a new idea with a title, description, status (pending|in_progress|completed), and priority (low|medium|high|urgent). Returns the created idea with a unique ID and timestamp.'
• Document output schemas in tool descriptions or as separate schema definitions. Specify that all tools return objects with fields: id (string), title (string), description (string), status (string), priority (string), created_at (ISO 8601 timestamp).
• Add error recovery guidance. E.g., 'If idea_id not found, call get_ideas() to list all available ideas and their IDs.' Include this in parameter descriptions for idea_id.

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

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