Server has 4 tools with basic schemas and descriptions, but significant quality gaps. Tool names lack clear action verbs (recommend_design, analyze_design are acceptable but generic). Descriptions are present but brief (avg ~80 chars, below 194-char baseline). No output schemas documented. Error handling and recovery guidance absent. No tool annotations (readOnlyHint). Parameters like 'prompt', 'type', 'value', 'query' lack detailed descriptions explaining constraints, formats, or valid ranges. The server is STDIO-only, which caps protocol readiness at 50 regardless of definition quality.

• Add detailed parameter descriptions to all tools. For 'prompt' in recommend_design: 'A design brief (50-500 chars) describing the UI goal, e.g. "Create a premium SaaS dashboard with dark mode". Longer prompts yield more specific recommendations.' For 'type' in analyze_design: 'Input type: "url" for live websites (e.g. https://example.com) or "screenshot" for base64-encoded PNG/JPEG data. URLs are analyzed live; screenshots are analyzed from provided data.'
• Document output schemas for each tool. Example for recommend_design: '{"stack": {"name": string, "frameworks": [string], "uiLibraries": [string], "reasoning": string}, "alternatives": [{"name": string, "pros": [string], "cons": [string]}]}'. This enables LLMs to extract and chain results.
• Add error handling with recovery hints. For analyze_design: 'If URL is unreachable, return {"error": "URL not accessible", "suggestion": "Verify the URL is public and try again, or provide a screenshot instead."}' For find_components: 'If no results found, return {"results": [], "suggestion": "Try a broader query (e.g. \"React components\" instead of \"React form validation components\") or check available categories via get_latest_audit."}'
• Add tool annotations to all tools. Declare readOnlyHint: true for all four tools to signal they are safe to retry and do not modify state. This improves agent retry logic and reduces unnecessary caution.
• Expand 'developerLevel' description in recommend_design: 'Skill level of the developer (beginner|intermediate|advanced). Affects recommendation complexity: beginner gets simpler, well-documented stacks; advanced gets cutting-edge, less-documented options. Defaults to intermediate if omitted.'

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

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