Robot Speed MCP exposes 3 tools with minimal schema documentation. All tools have basic descriptions (15-30 chars), but lack parameter descriptions, output schemas, and error handling guidance. Input schemas are present but incomplete, parameters have types but no descriptions. No tool annotations, no pagination support, no recovery guidance. This is a bare-bones integration that would require significant hardening for production use.

• Expand tool descriptions to 100-200 characters. Example: 'audit: Performs a comprehensive 8-category SEO analysis (technical, content, links, mobile, performance, security, UX, schema). Returns scores and actionable recommendations for each category. Use this for detailed site health reports.'
• Add parameter descriptions with format and constraint guidance. Example: 'url (string, required): Full URL to analyze, including scheme (http:// or https://). Must be publicly accessible. Max 2048 chars.'
• Document output schemas for each tool. Example: 'audit returns {categories: [{name, score, issues}], overall_score, timestamp}'. This enables LLMs to chain results into downstream tools.
• Implement error handling with recovery hints. Example: 'Invalid URL format. Ensure the URL includes http:// or https:// and is publicly accessible. Try: https://example.com'
• Rename tools with clear action verbs: 'analyze_seo' (instead of 'audit'), 'get_seo_score' (instead of 'score'), 'suggest_keywords' (instead of 'keywords').