jayFu

An MCP server that provides comprehensive market intelligence by analyzing data from both the Apple App Store and Google Play Store. Get insights about apps, market trends, competitors, and user feedback across the major mobile app marketplaces.

Hi HN,

I recently built a tool that automatically analyzes App Store & Google Play reviews using AI. It extracts key pain points, categorizes feedback, and performs sentiment analysis—saving time for PMs and devs who usually sift through thousands of comments manually.

The idea came from my own frustration working with app feedback—it's often scattered, time-consuming to process, and difficult to turn into actionable insights.

Would love to hear thoughts from this community:

Do you think this is a real pain point? How do you currently analyze app reviews? What would make such a tool useful for you? The tool is still in early testing—happy to share access if anyone is interested.

Looking forward to feedback!

Wondering how you can tell it's GPT generated? yes, it's, it does a great job.

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NPS is a tunnel service similar with Ngrok, it’s a reverse proxy used to access local service behind the NAT/Firewall. If you are running self-hosted service like Lomorage at home, and you are outside and want to access Lomorage, then you can use NPS.

However NPS need to run somewhere with public access, there are lots of service providers there, fly.io has a free plan without binding any credit card, and it supports docker deployment, and the servers runs in datacenters around the world so that the service can be deployed close to the users.