what is google-play-analytics-mcp fr?

desunit/google-play-analytics-mcp — explained in plain English

Analysis updated 2026-05-18

★ 0PythonAudience · developerComplexity · 3/5Setup · moderate

vibe map

mindmap
  root((play-analytics-mcp))
    What it does
      Reads Google Play CSV reports
      Exposes analytics as AI tools
      Tracks installs ratings crashes
    Tech stack
      Python
      MCP protocol
      Google Cloud Storage
      Service account auth
    Use cases
      Ask AI about install sources
      Check store conversion rates
      Review crash and rating trends
    Audience
      Android developers
      Product managers
      Mobile analytics teams

mindmap root((play-analytics-mcp)) What it does Reads Google Play CSV reports Exposes analytics as AI tools Tracks installs ratings crashes Tech stack Python MCP protocol Google Cloud Storage Service account auth Use cases Ask AI about install sources Check store conversion rates Review crash and rating trends Audience Android developers Product managers Mobile analytics teams

what do people make with this?

VIBE 1

Ask an AI assistant what share of installs come from browsing versus searching the Play Store.

VIBE 2

Find which countries or search terms drive the most store acquisitions.

VIBE 3

Check crash and rating trends for an Android app over time.

VIBE 4

Pull subscription or review data through natural language questions.

what's the stack?

PythonMCPGoogle Cloud Storage

how it stacks up fr

	desunit/google-play-analytics-mcp	0xallam/my-recipe	0xhassaan/nn-from-scratch
Stars	0	—	0
Language	Python	Python	Python
Last pushed	—	2022-11-22	—
Maintenance	—	Dormant	—
Setup difficulty	moderate	moderate	moderate
Complexity	3/5	2/5	4/5
Audience	developer	general	developer

Figures from each repo's GitHub metadata at analysis time.

how do i run it?

Difficulty · moderate time til it works · 30min

Requires a Google Cloud service account with access to the Play Console reports bucket, plus Python 3.11 or newer.

No license information is stated in the README.

in plain english

This project is a connector, called an MCP server, that gives AI assistants like Claude access to Google Play Console analytics for an Android app. Google's Play Console shows useful data such as how many people found an app by browsing versus searching the store, install and uninstall counts, ratings, crash reports, subscriptions, and reviews, but there is no easy way for an AI agent to read that data directly. This project solves that by reading the CSV report files that Google Play automatically exports to a Cloud Storage bucket, and turning them into a set of tools an AI can call. It connects using a Google Cloud service account, so there is no manual browser login or token refresh needed. Because Google Play publishes these reports with a one to two day delay, the freshest data available is usually from a day or two ago. The tools it exposes cover things like acquisitions by traffic source or country, store listing visitor to install conversion rates, search terms that bring in visitors, install and uninstall counts, average ratings, crash and error reports, subscription activity, and individual user reviews. There is also a general purpose tool for pulling raw report data for anything not covered by the specific tools. Setting it up requires a Google Play Console account with reports already being exported, a Google Cloud service account with read access to that report bucket, and Python 3.11 or newer. Configuration is handled entirely through environment variables, and the service account key is never meant to be committed to the repository. This project is aimed at Android app developers and product people who want to ask an AI assistant plain language questions about their app's store performance, such as which countries or search terms drive the most installs.

prompts (copy fr)

prompt 1

Help me set up a Google Cloud service account with read access to my Play Console reports bucket.

prompt 2

Explain the difference between store_performance and store_conversion report families.

prompt 3

Walk me through registering this MCP server with Claude Code.

prompt 4

Show me how to configure environment variables for this project.

Frequently asked questions