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AppFollow AI Toolkit vs App Store Operator

AppFollow AI Toolkit is no longer listed on any marketplace we read: these are its last known data, as of 2026‑10‑19.

AppFollow AI Toolkit is a plugin bundle for AI coding tools published by AppFollow. No marketplace we read lists it any more. App Store Operator is an MCP server published by meyusufdemirci. Marketplaces we read that list it: 1 (Official MCP Registry). As of our marketplace pass on 2026-11-10. A plugin in this pair is no longer listed on any marketplace we read, so search engines are asked not to index the page.

Where each is published

Where each is published
MarketplaceAppFollow AI ToolkitApp Store Operator
Community marketplace appfollow/appfollow-ai-toolkit Removed on 2026-10-19
Version: 1.2.1
Forks (GitHub): 0
Stars (GitHub): 4
Not marked · First seen
Not listed
Official MCP Registry Not listed Listed
Version: 0.3.5
Downloads/month (npm): 292
Downloads/week (npm): 68
Forks (GitHub): 1
Stars (GitHub): 3
Not marked · First seen

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

The facts side by side

AppFollow AI Toolkit vs App Store Operator
FactAppFollow AI Toolkitno longer listed · App Store Operator
Marketplaces that list it (differs)01
Stars (GitHub) (differs)43
Forks (GitHub) (differs)01
Last releaseNot publishedNot published
Where it runs (differs)Remote server (mcp.appfollow.io/mcp)On your machine (app-store-operator)
Transport (differs)Streamable HTTPstdio
Tools it declaresNot publishedNot published
Environment variables it asks for (differs)Not published1, secrets among them: 0
Parts of the bundle (differs)10Not a bundle
Licence (differs)Apache-2.0Not stated
Repository (differs)github.com/appfollow/appfollow-ai-toolkitgithub.com/meyusufdemirci/app-store-operator
Changes in the last 7 days00
First seen (differs)2026-10-152026-10-11

Lines where the two differ have a tinted background and bold values. No value is marked better or worse: a plugin no marketplace lists any more is shown with its last known data, which we do not rank against current figures.

What to use instead of AppFollow AI Toolkit

Plugins still listed whose own names, descriptions, tools and skills are closest in meaning to it. Comparable, not endorsed.

  • AppGoblin - App Store ASO & App Intel

    Research iOS and Android apps, use keyword marketing tools, see app installs, revenue and sdks.

    by appgoblin.info · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • asodev

    ASO.dev Skills is a Claude Code plugin for App Store Optimization and app growth work. It gives product, marketing, and growth teams 27 focused Agent Skills for ASO audits, App…

    by asodevapp · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • App Review Insights

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

    by mufmo130 · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AppDrift

    Read app-store keyword observations and prepare reviewable listing drafts. AI actions use tokens.

    by blaze-apps · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AppTail – ASO & Keyword Research

    App Store keyword rankings, competitors, markets, reviews and analytics for iOS apps, from your AI.

    by apptail.io · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • AppRankHero

    App Store and Google Play keyword ranks, keyword research and competitors for your apps.

    by apprankhero.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

Its card, with similar plugins by marketplace

What each says it does

AppFollow AI Toolkit

In its own words, on Community GitHub marketplaces:

Find and track apps, understand what users complain about, and find keyword opportunities — analyst workflows over the AppFollow MCP, using your own OAuth-authenticated session.

App Store Operator

In its own words, on Official MCP Registry:

Free App Store competitive intelligence for Claude — rival downloads, revenue, and ASO keywords.

How to run each

AppFollow AI Toolkit

No data for an automatic command: what its marketplaces declare does not say unambiguously how to connect it.

App Store Operator As a local MCP server: npm package

Claude Code
claude mcp add --transport stdio app-store-operator -- npx -y app-store-operator

Commands built only from what the marketplaces declare; the full set for every client is on each card.

Tools each declares

Neither one's marketplaces publish a list of tools, so there is nothing to compare.

Settings each asks for

The marketplaces of AppFollow AI Toolkit publish no settings it asks for, so we do not compare settings.

What it can do: AppFollow AI Toolkit · What it can do: App Store Operator · Compare two other plugins

Data comes from public marketplace files in GitHub repositories of their authors. Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built