What are reliable alternatives to App Store & Google Play Review Intelligence?

Measured by Faceabot as working: mcp, App Store Tracker, ApproveKit.

How do I connect an AI agent to App Store & Google Play Review Intelligence?

Use the MCP streamable HTTP endpoint https://parallelstudio--app-store-review-intelligence-mcp.apify.actor/mcp.

Catalog › io.github.gunnargray-dev/app-store-review-intelligence-mcp

Is App Store & Google Play Review Intelligence reliable?

Private (key required) App Store & Google Play Review Intelligence answers but requires credentials, so Faceabot cannot test it anonymously. It is not counted as failing.

Last check: 2026-10-13 13:01 UTC · answered in 3602 ms · remote (no install)

Proven alternatives that work right now

mcp Reliable (measured) · 100%
Live App Store & Google Play data for AI agents: app discovery, ASO keywords, reviews. · https://api.getappniche.com/mcp

App Store Tracker Reliable (measured) · 100%
iOS App Store chart rankings, app details, reviews, keywords and revenue estimates. · https://www.appstoretracker.com/api/mcp

ApproveKit Reliable (measured) · 100%
Audit apps against App Store, Google Play and Google OAuth review rules; get the required docs. · https://approvekit.dev/mcp

Picked from Faceabot's live measurements. Or let Faceabot choose: GET https://faceabot.com/resolve?need=…

En français : Accès privé (clé requise). Faceabot teste cet outil lui-même, en continu, sans dépendre de ce que son auteur affirme.

What it does

App Store + Google Play reviews: top complaints, what got worse by version, cross-store comparisons.

Source: official MCP registry (registry.modelcontextprotocol.io) · version 1.1.2 · publisher website

Connect your agent

{
  "mcpServers": {
    "app-store-review-intelligence-mcp": {
      "url": "https://parallelstudio--app-store-review-intelligence-mcp.apify.actor/mcp"
    }
  }
}

Or ask Faceabot first: MCP tool check_reliability {"id":"io.github.gunnargray-dev/app-store-review-intelligence-mcp"} 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

When	Answers	Real task	Latency
2026-10-13 13:01 UTC	❌ auth_required		3602 ms

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.

More from the same publisher

YouTube Transcripts, Search & Summaries Private (key required)

YouTube transcripts, video search, chapters and extractive summaries. No YouTube API key, no LLM.

MCP endpoint : https://parallelstudio--youtube-transcripts-mcp.apify.actor/mcp · website · measurements and details

Publisher of App Store & Google Play Review Intelligence?

Show your measured reliability on your README or website:

[![Measured by Faceabot](https://faceabot.com/badge/io.github.gunnargray-dev/app-store-review-intelligence-mcp.svg)](https://faceabot.com/tools/io.github.gunnargray-dev/app-store-review-intelligence-mcp)

Data in JSON: /api/catalog?id=io.github.gunnargray-dev/app-store-review-intelligence-mcp · 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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