App Store Reviews (via Apify)

Official registry AI and agents

App Store reviews for AI agents: any app or country, past the 500-review limit, with dev replies.

Install

Add this to your client's MCP configuration (Claude Desktop: claude_desktop_config.json; Cursor: .cursor/mcp.json; VS Code and others use the same "mcpServers" shape).

Remote (streamable-http)
Claude Code
claude mcp add --transport http app-store-reviews-via-apify 'https://mcp.apify.com/?tools=automationnation/app-store-reviews-scraper' --header 'Authorization: <Your Apify API token, sent as '\''Bearer <token>'\''. Get it at https://console.apify.com/settings/integrations (free account).>'
JSON configuration (Claude Desktop, Cursor, VS Code)
{
    "mcpServers": {
        "app-store-reviews-via-apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=automationnation/app-store-reviews-scraper",
            "headers": {
                "Authorization": "<Your Apify API token, sent as 'Bearer <token>'. Get it at https://console.apify.com/settings/integrations (free account).>"
            }
        }
    }
}

Documentation

From the project's README on GitHub, refreshed weekly. Links open on GitHub.

Contents
  1. App Store Reviews Scraper & API: past the 500-review limit, with developer replies
  2. Quick facts
  3. Example input
  4. Run it from code
  5. Use it with AI agents (MCP)
  6. FAQ
  7. More from AutomationNation

App Store Reviews Scraper & API: past the 500-review limit, with developer replies

App Store Reviews Scraper is an Apify Actor that extracts Apple App Store reviews for any app and country — star rating, title, text, date, author and the developer's reply — and goes past the 500-review limit of Apple's public review feed, at $0.08 per 1,000 reviews. It works as an App Store 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/app-store-reviews-scraper · Guide: https://retracn.github.io/automationnation-actors/app-store-reviews-scraper/

Quick facts

  • One row per review: stars, title, text, date, the reviewer's public name, whether the review was edited, and the developer's reply with its date, plus app name, developer, overall rating and App Store URL.
  • Past 500 reviews: most App Store scrapers read Apple's public RSS feed, which stops at the newest 500 reviews per country. This Actor reads the review API behind apps.apple.com and pages back tens of thousands of reviews for popular apps.
  • Any app and storefront: App Store URLs, numeric App IDs or app names, several countries per run; newest or most helpful first; star filters.
  • Only new reviews mode for scheduled monitoring; repeats aren't charged. In a test run, 5,000 reviews from 3 apps in 2 countries took under 2 minutes.
  • 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.
  • Migrating from the Node package app-store-scraper? The open-source app-store-scraper-cloud package (github.com/retracn/app-store-scraper-cloud) keeps its API and runs reviews() on this Actor: change one require line, with no 403 errors and no 500-review cap.

Example input

{
  "apps": [
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
    "570060128"
  ],
  "countries": [
    "us",
    "gb"
  ],
  "maxReviewsPerApp": 1000,
  "sort": "newest"
}

Run it from code

REST API

curl -X POST "https://api.apify.com/v2/acts/automationnation~app-store-reviews-scraper/run-sync-get-dataset-items?token=$APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"apps": ["https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580", "570060128"], "countries": ["us", "gb"], "maxReviewsPerApp": 1000, "sort": "newest"}'

Python — see examples/python_example.py

# pip install apify-client
from apify_client import ApifyClient

client = ApifyClient("YOUR_APIFY_TOKEN")
run = client.actor("automationnation/app-store-reviews-scraper").call(run_input={
  "apps": [
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
    "570060128"
  ],
  "countries": [
    "us",
    "gb"
  ],
  "maxReviewsPerApp": 1000,
  "sort": "newest"
})
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item.get("appName"), item.get("rating"), item.get("date"), item.get("title"))

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/app-store-reviews-scraper').call({
  "apps": [
    "https://apps.apple.com/us/app/spotify-music-and-podcasts/id324684580",
    "570060128"
  ],
  "countries": [
    "us",
    "gb"
  ],
  "maxReviewsPerApp": 1000,
  "sort": "newest"
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
for (const item of items) console.log(item.appName, item.rating, item.date, item.title);

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/app-store-reviews-scraper

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

{
  "mcpServers": {
    "app-store-reviews-scraper": {
      "command": "npx",
      "args": [
        "-y",
        "@apify/actors-mcp-server",
        "--tools",
        "automationnation/app-store-reviews-scraper"
      ],
      "env": {
        "APIFY_TOKEN": "YOUR_APIFY_TOKEN"
      }
    }
  }
}

FAQ

Why do most App Store scrapers stop at 500 reviews? Apple's public RSS review feed only returns the newest 500 reviews per country (10 pages of 50). App Store Reviews Scraper reads the review API that apps.apple.com itself uses, which pages much further back, and keeps the feed as a fallback.

Does it include developer responses? Yes. Every review the developer answered has replyText and replyDate.

Is there an official App Store reviews API? Apple's App Store Connect API returns reviews only for apps in your own developer account. To read reviews of any app, including competitors', App Store Reviews Scraper returns the public reviews shown on the App Store through Apify's REST API, clients, integrations and MCP.

How much does it cost? $0.08 per 1,000 reviews on Apify's Free plan and $0.05–$0.07 on paid plans. Apps that can't be found and repeats in Only new reviews mode are free.

Can I get reviews from several countries? Yes. List the storefronts in countries; each app is read once per country and every row has its country.

More from AutomationNation


This repository holds usage examples. The scraper itself runs on the Apify platform; you need a free Apify account and API token. Examples are MIT licensed.

Frequently asked questions

What is App Store Reviews (via Apify)?

App Store reviews for AI agents: any app or country, past the 500-review limit, with dev replies.

How do I install App Store Reviews (via Apify)?

It runs as a remote server. In Claude Code: claude mcp add --transport http app-store-reviews-via-apify 'https://mcp.apify.com/?tools=automationnation/app-store-reviews-scraper' --header 'Authorization: <Your Apify API token, sent as '\''Bearer <token>'\''. Get it at https://console.apify.com/settings/integrations (free account).>'. For other clients, paste the JSON configuration from this page into their MCP settings.

Does App Store Reviews (via Apify) need an API key?

Yes. It expects Authorization, which you set in its configuration.

Is App Store Reviews (via Apify) open source?

Yes. Its code is on GitHub under the MIT license.

Who maintains App Store Reviews (via Apify)?

It is published by retracn. AI.tn lists it but does not maintain or endorse it.

From the official MCP Registry. Listing is not an endorsement: review a server's code and permissions before giving it access to your data.