This MCP server has only 2 tools, both from an attache-analyst plugin. Both tools are visible in source with schemas and descriptions. However, the descriptions are excessively long (far beyond the 194-char baseline average), parameter descriptions lack clarity about constraints and type validation, and there is no visible evidence of proper error handling, recovery guidance, or confirmation patterns for state-modifying operations. The tools appear to be UI/form manipulation helpers (confirmApply, anyAccepted) rather than substantive agent tools with the expected breadth of functionality. Tool naming is reasonable but descriptions are verbose and lack the concise, LLM-optimized style preferred by production tools.

• Reduce confirmApply description from 180+ chars to ~60 - 100 chars. Example: 'Render a confirmation form with per-change checkboxes. Returns cancelled=true if no changes; otherwise returns decision.apply map.' Focus on what, not how.
• Clarify the 'enabled' parameter: Does it set the default state, or is it a constraint? Add: 'Default checkbox state. If false, user must explicitly check to include the change.'
• Add a section to parameter descriptions explaining the returned decision object structure. Example for 'key': 'Returned as a key in decision.apply (Map<string, boolean>). The LLM should pass decision.apply to downstream tools that consume per-item flags.'
• Document error cases: What does confirmApply return when cancelled? What is the exact structure of decision.apply? Example: 'On success, returns {cancelled: false, apply: {key1: true, key2: false, ...}}. On user rejection, returns {cancelled: true, apply: {}}.'
• Add context to anyAccepted: 'Convenience check: returns true if any value in decision.apply is true. Use this to guard downstream dispatch, if false, skip applying changes.'
• Specify enum values for confirmLabel or provide examples in parameter description. Is it 'Apply', 'Confirm', 'Submit'? Constraints prevent LLM hallucination.
• Add a 'title' parameter example in the description to clarify the format. E.g., 'title: "Apply Changes" becomes "Apply Changes: UserData" when combined with itemName.'
• Document that confirmApply is idempotent and read-only from a state perspective (no permanent side effects). Agents need to know if they can safely retry on timeout.