App Store Reviews (via Apify)

io.github.retracnv1.0.0更新于 Oct 3, 2026

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

已验证Streamable HTTP可网页运行Data & AnalyticsWeb Search & Scraping

概览

AI 生成的概览

让助手获取任意应用和地区的 Apple App Store 评论，包括开发者回复，并突破 Apple 500 条评论源的限制。

功能
这个远程 MCP 服务器封装了一个 Apify Actor，用于抓取 Apple App Store 评论。每条评论返回星级、标题、正文、日期、评论者公开名称、是否被编辑，以及开发者回复及其日期，另外还有应用名称、开发者、总体评分和 App Store 链接。它接受 App Store 链接、数字 App ID 或应用名称，支持一次运行多个国家、按最新或最有帮助排序以及星级筛选，并可启用仅抓取新评论模式用于定时监控。
适用场景
当助手需要一个或多个应用或商店区域的 App Store 评论数据（包括竞品应用）时使用，或当你需要超过 Apple 公开源每国最新 500 条评论时使用。它也适合定期监控新评论。
运行要求
远程 MCP 端点 mcp.apify.com，需要在 Authorization 请求头中以 'Bearer ' 形式提供 Apify API 令牌。免费 Apify 账户即可获取该令牌。按评论数量计费，因此需要 Apify 套餐或额度。
安装前请注意
Authorization 请求头携带你的 Apify API 令牌，这是可计费的凭据，请妥善保密。运行按每 1,000 条评论 0.08 美元计费（付费套餐为 0.05–0.07 美元），大量或重复运行会产生费用。抓取的评论数据会发送到 Apify 平台处理。

安装

在 SourceWeft 中

  1. 打开 控制台中的 App Store Reviews (via Apify)，将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable，通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "app-store-reviews": {
      "type": "http",
      "url": "https://mcp.apify.com/?tools=automationnation/app-store-reviews-scraper"
    }
  }
}

README

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

[Run on Apify]

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.

Example input

json
{  "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

bash
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

python
# pip install apify-clientfrom 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

js
// npm install apify-clientimport { 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:

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.

来源：README.md，提交 109f987

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版本历史

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  1. v1.0.0最新Oct 3, 2026