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MCP Frontend Analyzer

by Samet-Berkay-Taskin
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    One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

    TDQS

    A3.9/5.0

    Scored across 8 tools

    Disambiguation4/5

    Most tools have distinct purposes, but there is some overlap between lighthouse_analyze and compare_lighthouse (both Lighthouse), and between get_seo_recommendations and nextjs_code_review (both give recommendations). Descriptions help differentiate, but slight ambiguity remains.

    Naming Consistency4/5

    All tools use snake_case and follow a verb_noun pattern. Verbs vary (check, compare, get, lighthouse_analyze, nextjs_code_review) but the structure is consistent and readable.

    Tool Count5/5

    8 tools is well-scoped for a frontend analyzer. Each tool covers a distinct area (accessibility, bundle, metadata, etc.) without being overwhelming.

    Completeness4/5

    The set covers major frontend analysis areas: accessibility, performance, code quality, SEO, and Lighthouse. Minor gaps like security or form analysis exist, but core workflows are covered.

    Maintenance

    ActivityInactive
    ResponsivenessNo issues

    Resources