storelift-mcp
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- AlicenseAqualityAmaintenanceConnects App Store and Google Play keyword data to AI assistants, enabling ASO tasks like rank tracking, keyword analysis, competitor visibility, and top charts through natural language.25201 npmMIT
- AlicenseNot gradedqualityCmaintenanceEnables retrieval of App Store and Google Play reviews, ratings summaries, and ASO keyword rankings for any app using its store ID or package name.371 npmMIT

ASO Atlas MCP serverofficial
AlicenseNot gradedqualityCmaintenanceEnables AI assistants to research App Store keywords with popularity and difficulty scores, track daily rankings across 59 storefronts, find competitor keyword gaps, optimize metadata, and review App Store Connect performance. Read tools only inspect the signed-in account, while write tools manage tracked apps, keywords, competitors, and saved lists mid-conversation.MIT- AlicenseNot gradedqualityBmaintenanceProvides live App Store and Google Play data as MCP tools, enabling search, app details, reviews, charts, estimates, and more through natural language.1MIT
- FlicenseNot gradedqualityBmaintenanceEnables app intelligence across Google Play and the Apple App Store, including details, reviews, and search via a unified API.-
- AlicenseNot gradedqualityFmaintenanceEnables access to Astro's App Store Optimization (ASO) database for analyzing app rankings, keyword trends, historical performance data, and app ratings. Provides comprehensive tools for tracking and comparing app store performance metrics through natural language queries.47 npm31MIT
TDQS
Scored across 8 tools
Each tool targets a distinct data resource: apps, AI visibility, keyword ranks, rivals, rank history, store listing, reviews, and charts. Even the two ranking-related tools are clearly separated as current vs historical, and get_rivals vs get_charts have unique purposes.
Seven tools use get_<resource> and one uses list_apps, a natural exception for enumerating all apps. All names are snake_case verb_noun pairs that are consistent and predictable.
8 tools is well-scoped for an app store analytics server; each tool covers a distinct measurable signal and none feels redundant. The set is neither too thin nor overloaded.
The surface covers the core Storelift workflow: enumerate apps, then inspect keyword ranks, history, rivals, store page, reviews, charts, and AI visibility. As a read-only analytics server, the lack of create/update/delete operations is not a gap.