Observed arrival · 2026-10-06
Play MCP brings Google Play data into AI workflows
An open-source MCP server lets AI clients query Google Play release status, reviews, and app reports using your own account.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Google Play app teams using AI coding clients
- Worth noticing
- The v0.21.1 inventory covers 171 supported Play API methods; public hosted customer enrollment is still closed.
Field notes
The project links setup instructions for Codex and Claude Code and organizes documentation around API, staging, track, data-boundary, and artifact workflows. It says local use has 41 tools with opt-in capabilities; the hosted service lists 46 tools and 32 optional capabilities, each requiring separate consent. The implementation is GPL-3.0 licensed, and the homepage identifies its examples as synthetic rather than live Google Play data.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
One card from the complete issue