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App Store Review Intelligence MCP Server

App Store Review Intelligence MCP Server

by gunnargray-dev
OverviewSchemaSourceRelated ServersDiscussionsAdmin
TypeScript
Hybrid

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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

    A4.6/5.0

    Scored across 4 tools

    Disambiguation5/5

    Each tool targets a distinct step in the workflow: discovery (search_apps), analysis (review_insights), raw retrieval (get_app_reviews), and benchmarking (compare_apps). Descriptions explicitly cross-reference each other with routing guidance ('for summaries call review_insights instead'), leaving no real chance of misselection.

    Naming Consistency4/5

    Three tools follow a clean verb_noun pattern (search_apps, get_app_reviews, compare_apps), all snake_case. review_insights breaks the verb-first convention by leading with a noun, a minor but noticeable deviation in an otherwise tight set.

    Tool Count5/5

    Four tools is well-scoped for an app-review intelligence server: discovery, raw fetch, single-app analysis, and multi-app comparison. Each tool covers a genuinely separate need with no filler or redundancy.

    Completeness4/5

    The search → inspect → analyze → compare lifecycle is fully covered, with sensible handoffs between tools. Minor gaps remain: no filtering of raw reviews by rating/version/date, no explicit app-details lookup, and a hard cap of ~500 reviews per fetch.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues

    Resources