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Is App Review Insights reliable?

Not measured yet Not measured yet. Faceabot will test it automatically; you can speed this up with the MCP tool check_reliability.

En français : Pas encore mesuré. Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

Analyze App Store and Google Play reviews: themes that cost stars, regressions, feature requests.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.0.0 · publisher website
Connect your agent
{
  "mcpServers": {
    "app-review-insights": {
      "url": "https://mcp.apify.com?tools=lsso/app-review-insights"
    }
  }
}
Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.mufmo130/app-review-insights"} on https://faceabot.com/api/mcp.
Does it actually do the job?

Not tested with a real task yet. Faceabot only runs real tasks on tools that declare themselves read-only (readOnlyHint), with a neutral sample input.

Faceabot measurements

No measurement yet.

Method: MCP initialize then tools/list from Faceabot (FaceabotProbe/1.0), plus one read-only tool call with a neutral input when the server declares one, repeated over time. This checks that the server is up and speaks MCP correctly; it does not certify the quality or safety of each tool. How measurement works.

Similar tools

App Store & Google Play Reviews AI (via Apify) Not measured yet

AI summary of App Store and Google Play reviews: bugs, feature requests and critical issues.

MCP endpoint : https://mcp.apify.com/?tools=automationnation/app-store-review-miner · website · measurements and details
Review Analyzer: Sentiment, Complaints, Themes & Reply Drafts Not measured yet

Sentiment, complaint themes, quotes, business reports and reply drafts for any reviews dataset.

MCP endpoint : https://mcp.apify.com/?tools=nerolabs/review-analyzer · website · measurements and details
AppPage.net - Google Play & App Store data Not measured yet

Google Play & App Store app data: search, details, reviews, privacy, alternatives, top charts.

MCP endpoint : https://apppage.net/mcp · website · measurements and details
App Store & Google Play Not measured yet

Read-only access to App Store Connect and Google Play: apps, releases, and reviews.

Package npm : appstore-play-mcp · website · measurements and details
Google Play Reviews (via Apify) Not measured yet

Google Play reviews for AI agents: any app, country or language, with developer replies.

MCP endpoint : https://mcp.apify.com/?tools=automationnation/google-play-reviews-scraper · website · measurements and details
Publisher of App Review Insights?

Show your measured reliability on your README or website:

Faceabot reliability badge for App Review Insights

[![Measured by Faceabot](https://faceabot.com/badge/io.github.mufmo130/app-review-insights.svg)](https://faceabot.com/tools/io.github.mufmo130/app-review-insights)
Data in JSON: /api/catalog?id=io.github.mufmo130/app-review-insights · Stop probes: POST /api/reliability/opt-out

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

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