appstore-play-mcp
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- FlicenseCqualityDmaintenanceEnables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.20-
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AppmanAi MCPofficial
AlicenseNot gradedqualityBmaintenanceEnables 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.2MIT- AlicenseNot gradedqualityBmaintenanceEnables retrieval of App Store and Google Play reviews, ratings summaries, and ASO keyword rankings for any app using its store ID or package name.245 npmMIT
TDQS
Scored across 5 tools
Each tool targets a distinct aspect: health, app listing, app details, release status, and reviews. There is no overlap in purpose, and the descriptions clarify boundaries (e.g., get_app is for specific apps, list_apps for discovery). An agent can unambiguously select the right tool.
All tool names follow a consistent verb_noun pattern using snake_case (stores_health, list_apps, get_app, get_releases, get_reviews). The verbs are clear and the nouns are straightforward, making the set highly predictable.
With 5 tools, the server is well-scoped for its purpose of aggregating app store data. Each tool covers a necessary function without redundancy, and the count fits comfortably within the ideal 3-15 range.
The tool surface covers the core read operations for app store monitoring: health, listing, details, releases, and reviews. Minor gaps exist, such as lack of write/edit capabilities, but given the server's apparent focus on observation (and explicit note that Play edits are temporary), these are not critical. The inclusion of a health check and pagination for reviews shows good consideration of workflows.