Google Play Reviews (via Apify) MCP server

Google Play Reviews Scraper & API: reviews, ratings and developer replies

Google Play Reviews Scraper is an Apify Actor that extracts Google Play reviews for any app, country and language — star rating, text, date, author, thumbs-up count, app version and the developer's reply — at $0.08 per 1,000 reviews. It works as a Google Play reviews API: call it from code, schedule it to monitor new reviews, or let AI agents use it through Apify's MCP server.

Price: $0.08 per 1,000 reviews ($0.05–$0.07 on paid plans) · Run it: https://apify.com/automationnation/google-play-reviews-scraper · Guide: https://retracn.github.io/automationnation-actors/google-play-reviews-scraper/

Quick facts

• One row per review: stars, text, date, the reviewer's public name, thumbs-up count, the app version it was written for, and the developer's reply with its date, plus app name, developer, overall rating and URL.
• Any app, country and language: Google Play URLs, package names (com.spotify.music) or plain app names; newest, most relevant or by rating; thousands of reviews per app.
• Star filters (for example only 1 and 2 stars) and an Only new reviews mode: scheduled runs return just the reviews earlier runs didn't, and repeats aren't charged.
• Price: $0.08 per 1,000 reviews on the Free plan ($0.05–$0.07 on paid plans), with no caps on free-plan runs or reviews. Apify's free $5 monthly credit covers over 60,000 reviews.
• Also reads App Store apps, past the 500-review limit of Apple's public review feed.

Example input

{
  "apps": [
    "com.spotify.music",
    "Duolingo"
  ],
  "maxReviewsPerApp": 200,
  "sort": "newest",
  "country": "us",
  "language": "en"
}

Run it from code

REST API

curl -X POST "https://api.apify.com/v2/acts/automationnation~google-play-reviews-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"apps": ["com.spotify.music", "Duolingo"], "maxReviewsPerApp": 200, "sort": "newest", "country": "us", "language": "en"}'

Python — see examples/python_example.py

# pip install apify-client
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("automationnation/google-play-reviews-scraper").call(run_input={
  "apps": [
    "com.spotify.music",
    "Duolingo"
  ],
  "maxReviewsPerApp": 200,
  "sort": "newest",
  "country": "us",
  "language": "en"
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item.get("appName"), item.get("rating"), item.get("date"), item.get("text"))

JavaScript — see examples/node_example.mjs

// npm install apify-client
import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: 'YOUR_APIFY_TOKEN' });
const run = await client.actor('automationnation/google-play-reviews-scraper').call({
  "apps": [
    "com.spotify.music",
    "Duolingo"
  ],
  "maxReviewsPerApp": 200,
  "sort": "newest",
  "country": "us",
  "language": "en"
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
for (const item of items) console.log(item.appName, item.rating, item.date, item.text);

Use it with AI agents (MCP)

Hosted MCP server URL (Claude, ChatGPT, Cursor and other clients with remote MCP support):

https://mcp.apify.com?tools=automationnation/google-play-reviews-scraper

Local config for Claude Desktop / Cursor — mcp/claudedesktopconfig.json:

Shortened. The full README is on GitHub.