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Scored across 16 tools
Most tools have distinct purposes, but there is some overlap: 'analyze_website' already includes Lighthouse and header checks, which are also available as separate tools ('run_lighthouse', 'analyze_headers'). This could cause confusion on which tool to use for a specific analysis.
The naming conventions are mixed: 'analyze_*' for detailed audits, 'generate_*' for config generation, 'detect_cms', 'get_core_web_vitals', 'run_lighthouse', and 'cloudflare_inspector' without a verb prefix. While each is descriptive, the lack of a consistent pattern may reduce predictability.
With 16 tools, it is slightly above the typical 3-15 range, but the number is justified by the comprehensive coverage of web performance auditing. Each tool serves a specific optimization area, so the count is appropriate.
The server covers most major aspects of front-end and CDN performance analysis (CSS, JS, images, fonts, headers, CMS, Cloudflare, Core Web Vitals, Lighthouse). While server-side metrics are missing, that is outside the stated scope.