    servers/
        development/
        app-review-insights
  

AR

App Review Insights

Unverified Claim & verify → Development

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

Visit website ↗ Try Remote Server

Overview Installation

Overview

App Review Insights is a Model Context Protocol server that analyzes App Store and Google Play reviews to surface themes that impact ratings, identify regressions, and surface feature requests. Rather than manually reviewing feedback, you can use it as a set of callable tools directly within your MCP client, letting AI assistants query and analyze app reviews at scale.

The server runs as a remote endpoint at https://mcp.apify.com?tools=lsso/app-review-insights and requires an API key for authentication. No local installation is needed—simply point your client at the endpoint and connect. The latest release is v1.0.0, available on the vendor's site at https://apify.com/lsso/app-review-insights.

App Review Insights is listed in the Development category on mcp.site and works with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, and Zed. If you maintain this server, claim your listing to verify ownership and keep information up to date.

▸Hosted endpoint — Streamable HTTP · https://mcp.apify.com?tools=lsso/app-review-insights

Installation

Settings → Connectors → Add custom connector
Name: App Review Insights
URL:  https://mcp.apify.com?tools=lsso/app-review-insights

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