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trendsmcp-ai

app-store-trends-mcp

by trendsmcp-ai

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      Enables AI agents to query live App Store and Google Play data, including app search, revenue/download metrics, keyword difficulty, and reviews, via a hosted MCP server with API-key authentication.
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    • A
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      Provides live App Store and Google Play data as MCP tools, enabling search, app details, reviews, charts, estimates, and more through natural language.
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      license
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      Enables AI assistants to query live App Store and Google Play data — keyword demand, rank history, top charts, competitor sets, reviews and ratings — across 100+ countries, directly inside a chat instead of a dashboard. Exposes 35 read-only tools covering app search, ASO keyword profiling, ranking trajectories, and worldwide market comparisons through a remote OAuth-authenticated endpoint.
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    • A
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    • A
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      quality
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      Provides hosted trend data MCP server for querying Google, TikTok, Amazon, Reddit, YouTube, Steam, npm and 30+ trend sources in natural language from any MCP-compatible AI.
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    TDQS

    A4.6/5.0

    Scored across 5 tools

    Disambiguation4/5

    The five tools mostly target distinct needs: account usage, growth summaries, full time series, top posts for a hashtag, and live top-trending boards. The only potential confusion is between get_growth and get_time_series for keyword history, and between get_top_posts and get_top_trends for ranking hashtags versus fetching posts, but the descriptions explicitly clarify these boundaries.

    Naming Consistency5/5

    All tools use the same trends___get_* snake_case pattern. The names are predictable and descriptive, with no mixed casing or inconsistent verb styles.

    Tool Count5/5

    Five tools is well-scoped for this trends API: usage, growth, time series, top posts, and top trends. Each tool covers a distinct capability without obvious redundancy or bloat.

    Completeness4/5

    The core workflow is covered: checking quota, querying historical growth and series data, fetching posts for a hashtag, and retrieving live trend boards. Minor gaps may exist around discovering available sources, feeds, or categories before calling the main tools, but the main trend-analysis surface is solid.

    Maintenance

    ActivityStale
    ResponsivenessNo issues