inApp

MCP

inApp inside your editor

The agent writing your app usually guesses about the market. Connect inApp and it can ask instead: what users of this niche complain about, who genuinely leads, what people pay for. The answer comes back from real reviews, with quotes.

MCP stands for Model Context Protocol, an open standard Claude Code, Cursor and other agents use to plug in external data sources.

72
niches
4,443
apps
1,404,410
reviews read
13
tools

MCP is part of the lifetime tier: one payment of 990 ₽ opens the whole site and the server forever.

What it gives

Three things your agent lacks out of the box

Real reviews instead of guesses

The agent sees the themes each app's reviews fall into and can quote the texts themselves. Filterable by theme and stars.

An honest niche rating

Who leads on real quality and whose rating is inflated. Every app comes with an explained verdict.

Breakdowns and ideas

The niche thesis, audience segments, acquisition channels and scored ideas. Everything the site has, in the context of your code.

What it looks like

A live example on our data

Ask the agent: “What do people complain about in the AI photo niche?”

It calls search_themes and returns the loudest complaint themes:

  • the subscription still gates you behind coin purchases and weekly limits401 reviews
  • subscription trap: one photo per week, coins on top229 reviews
  • coins run out after one or two videos229 reviews

These are real numbers from the labelling, not a made-up example. For every theme the agent can quote the reviews themselves. Check it by hand: niche reviews.

Setup

A couple of minutes in any client

1

Get access

MCP is part of the lifetime tier: one payment opens the whole site and the server forever.

2

Pick your AI tool

  1. 3

    Paste the command into your terminal

    claude mcp add inapp --scope user --transport http https://inapp.pro/api/mcp
  2. 4

    Authenticate

    In a new session type /mcp, pick inapp and hit Authenticate. The browser opens: sign in on the site and tap allow.

  3. 5

    Ask away

    Done. Ask in plain language, e.g. “What do habit tracker users complain about?”

How to ask

Questions to start with

  • What do habit tracker users complain about? Give me real quotes with ratings.
  • Who genuinely leads among document scanners, and whose rating is inflated?
  • What do people pay for sleep apps, and what exactly are they paying for?
  • Break down the notes niche and suggest how a new app could differ.
  • Design an onboarding that closes the biggest pain in the sobriety niche.
  • Where do users of language learning apps come from?

What's inside

13 tools, one descent through a niche

Niche

  • list_niches

    List app niches

  • get_niche_brief

    Get a niche brief

  • list_niche_findings

    List a niche's findings

  • get_distribution_channels

    Where a niche's users come from

Apps

  • find_apps

    Find apps

  • list_niche_apps

    List apps in a niche

  • get_app_verdict

    Get an app's honest rating

  • get_niche_rating

    Rank a niche by real quality

Reviews

  • search_themes

    Search recurring themes

  • get_app_themes

    Get one app's themes

  • get_app_reviews

    Read an app's reviews

Ideas

  • list_ideas

    List app ideas for a niche

  • get_idea

    Get a full idea

Theme-level review data currently covers 29 niches and 288,287 reviews, and is expanding across the catalog. Everything else covers all 72 niches.

FAQ

Short answers

What is MCP?

Model Context Protocol, an open standard editors and agents use to plug in external data sources. Claude Code, Claude Desktop, Cursor and others support it. You add the server once and the agent decides when to reach for it.

Do I need an account?

Yes. On connect the client opens the browser: you sign in on the site and tap allow, nothing else to configure. The tools answer after the lifetime purchase.

Where does the data come from?

From App Store reviews we read and labelled. 1,404,410 reviews across 4,443 apps in 72 niches. Every number traces to specific reviews, nothing is invented by a model.

Which clients work?

Claude Code, Cursor, Claude Desktop, VS Code, Codex and any other client that speaks remote MCP over HTTP. Sign-in happens in the browser, no keys to paste.

What does it cost?

One payment of 990 RUB opens the whole site forever: breakdowns, ideas, the rating, the reviews and the MCP server. No subscriptions and no separate tiers.

Is the data refreshed?

Yes. We keep reading more niches and adding new ones, and theme labelling is expanding across the whole catalog. The server always serves the current cut.