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Glama
MAScope MCP Server

MAScope MCP Server

by bbb-build

MAScope MCP Server

MCP server for MAScope — World MiniApp reviews and analytics data, powered by verified humans.

Every review on MAScope is posted by a human verified through World ID proof-of-personhood. No bots. No fakes. Real reviews.

Tools

Tool

Description

search_miniapps

Search World MiniApps by keyword, category, or sort criteria

get_app_details

Get detailed info about a specific MiniApp (rank, users, trend)

get_app_reviews

Get verified reviews with ratings, comments, and distribution

get_trending_apps

Get trending apps sorted by growth rate

get_category_analytics

Category breakdown with app count and top apps

compare_apps

Compare 2-5 apps side by side

Related MCP server: mcp-store-scraper

Setup

Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "mascope": {
      "command": "npx",
      "args": ["-y", "mascope-mcp"]
    }
  }
}

Claude Code

claude mcp add mascope -- npx -y mascope-mcp

Cursor

Add to .cursor/mcp.json:

{
  "mcpServers": {
    "mascope": {
      "command": "npx",
      "args": ["-y", "mascope-mcp"]
    }
  }
}

VS Code

Add to .vscode/mcp.json:

{
  "servers": {
    "mascope": {
      "command": "npx",
      "args": ["-y", "mascope-mcp"]
    }
  }
}

Rate Limits

Free tier: 100 API calls/day per IP address. Rate limit headers are included in all responses.

License

MIT

Available Tools

6 tools
compare_appsA

Compare 2-5 World MiniApps side by side. Returns rank, users, opens, rating, review count, and trend data for each app. Useful for competitive analysis.

Inputs: ids (required), locale.

get_app_detailsA

Get detailed information about a specific World MiniApp, including rank, user metrics, verified ratings, trend data (7-day sparkline), and developer info.

Inputs: app_id (required), locale.

get_app_reviewsA

Get World ID-verified reviews for a MiniApp. Every review is posted by a human verified through proof-of-personhood. Includes ratings, comments, sub-ratings (usability/recommendation/reliability), and a summary with rating distribution.

Inputs: app_id (required), sort, limit, offset.

get_category_analyticsA

Get a breakdown of all World MiniApp categories with app count, total weekly users, and top 3 apps per category. Useful for understanding the MiniApp ecosystem landscape.

Inputs: no named parameters.

search_miniappsA

Search World MiniApps by keyword, category, or sort criteria. Returns app name, description, rank, weekly users, rating, and review count. All reviews on MAScope are verified by World ID (proof-of-personhood).

Inputs: sort, limit, query, locale, +2 more.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

    TDQS

    A4.3/5.0

    Scored across 6 tools

    Disambiguation5/5

    Each tool has a clear, non-overlapping purpose: search, get details, get reviews, get trending, category analytics, and compare. No two tools appear to do the same thing, reducing agent misselection.

    Naming Consistency5/5

    All tool names follow a consistent snake_case verb_noun pattern (search_miniapps, get_app_details, get_app_reviews, get_trending_apps, get_category_analytics, compare_apps). The dominant get_ prefix and consistent style make naming predictable.

    Tool Count5/5

    With 6 tools, the server is well-scoped for a MiniApp directory/analytics service. Each tool covers a distinct aspect of discovery and analysis without redundancy or bloat.

    Completeness4/5

    The tool set covers the core read-only workflows: search, details, reviews, trends, category ecosystem, and comparison. A minor gap is lack of a direct 'list all apps in category' endpoint, but category analytics partially addresses this.

    Maintenance

    ActivityInactive
    ResponsivenessOutdated data

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