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Core Web Vitals MCP Server

by surendranb
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Python
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    Deploy Server
    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

    A3.5/5.0

    Scored across 7 tools

    Disambiguation5/5

    Each tool targets a distinct purpose: field metrics vs. historical trends vs. lab audit vs. credential diagnostics vs. playbook browsing vs. version checking. get_crux_metrics and get_crux_history are clearly separated by snapshot vs. time-series intent. skills_list and skill_read are cleanly distinguished by listing vs. reading.

    Naming Consistency3/5

    Conventions are mixed: get_crux_metrics/get_crux_history use verb_noun, audit_pagespeed uses a different verb, skills_list/skill_read reverse to noun_verb (and inconsistently pluralize), while 'doctor' and 'check_for_updates' follow yet other patterns. Still readable, but no single predictable scheme.

    Tool Count5/5

    Seven tools is well-scoped for a focused Core Web Vitals analysis server, with core analysis (CrUX current/history, PageSpeed), guidance (skills), and utilities (doctor, update check). No bloat or conspicuous omission.

    Completeness4/5

    Covers the domain well: real-user field data, historical trends, and synthetic lab audits plus remediation playbooks. Minor gaps include no batch/multi-URL comparison and no direct competitor/origin-vs-page aggregation, but core workflows are addressed.

    Resources