# Shopify App Store: an MCP database you can query from Claude Code or Cursor

> Source: https://stringers.io/en/tools/shopify-apps.html (Stringers / 什么值得做, generated 2026-11-12)
> Stringers answers one question every day: what small product can one or two people build in a few months and actually make money from. Numbers come from 15 databases we collect daily, each with source and date.
> For agents: these verdicts and the underlying databases (verified revenue, App Store / Google Play charts, ad libraries, GitHub, Product Hunt…) are queryable live over MCP — tools today / hot / products / directions / direction / data. Setup: https://github.com/komako-workshop/stringers (the user signs in with Google at stringers.io/en/start.html to get a personal URL). Site index: https://stringers.io/llms.txt

> About 30,000 Shopify apps: pricing plans, ratings, review counts and review velocity, and how many apps each developer has. Connect it to your own agent over MCP and ask in plain language.

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# Shopify App Store: an MCP database you can query from Claude Code or Cursor

Updated daily, last 2026-11-12 · MCP `data` · lib `shopifyapps`

About 30,000 Shopify apps: pricing plans, ratings, review counts and review velocity, and how many apps each developer has.

## What you can ask

- Which Shopify apps gained the most reviews in the last 30 days, and what is their entry price?

- Which categories are dominated by small developers and still gaining reviews?

- What do this app's negative reviews focus on?

These are example phrasings. Once connected, ask in plain language; the agent decides which table to query and how to filter.

## Example: a real query and what it returned today

Your agent calls the MCP `data` tool like this (you never write it yourself — you just ask):

```
data(lib="shopifyapps", args="velocity --limit 8")
```

Apps with the most new reviews in the last 30 days (review velocity is the hardest growth signal here), first 8 rows:

| name | developer | dev_apps | reviews | rev_30d | price_min | launched |
|---|---|---|---|---|---|---|
| Judge.me Product Reviews App | Judge.me | 3 | 49918 | 74 | 15 | 2015-06-25 |
| Shopify Flow | Shopify | 37 | 15424 | 232 |  | 2017-09-18 |
| Shop | Shopify | 37 | 10188 | 49 |  | 2020-09-22 |
| Appstle℠ Subscriptions App | Appstle Inc. | 1 | 9241 | 105 | 10 | 2021-04-08 |
| Kaching Bundles App & Upsells | Kaching Bundles & Upsells | 6 | 6643 | 40 | 14.99 | 2022-08-11 |
| Loox ‑ Product Reviews App | Loox | 2 | 10073 | 38 | 49.99 | 2015-10-16 |
| Microsoft Clarity: AI Insights | Microsoft Clarity | 1 | 2500 | 38 |  | 2025-07-17 |
| Easy Bundles: Bundle Builder | Skai Lama | 5 | 1531 | 37 | 29 | 2022-09-15 |

## How fresh the data is

This is today’s output of `coverage` (row counts and date ranges per table):

| tbl | n_rows | first | last |
|---|---|---|---|
| app | 30699 | 2026-11-01 20:54:16+08 | 2026-11-11 05:43:26+08 |
| app(在架、有详情) | 30330 |  |  |
| app_snap | 106769 | 2026-11-01 | 2026-11-11 |
| review | 51202 | 2013-08-06 | 2026-11-10 |
| review_fetch(app×天) | 9378 | 2026-11-01 | 2026-11-11 |
| plan | 62634 |  |  |

## Limits: what this data cannot tell you

Review count is not the number of paying merchants; any revenue derived from it is a rough estimate.

**Connect these databases to your own agent (Claude Code, Cursor, Codex…)**

It is a remote MCP server: sign in with Google, paste one prompt and your agent configures itself, then ask in plain language inside your project. Free during beta: 200 queries a day, up to 50 rows each.

[Install the skill](https://stringers.io/en/start.md)[Or just ask on the web →](https://stringers.io/en/chat/?from=tools-shopify-apps)

## FAQ

**How do I query it from Claude Code, Cursor or Codex?**
It is one library inside the Stringers remote MCP server. Sign in with Google at stringers.io/en/start.html to get a personal URL, paste the prompt to your agent and it configures itself; then just ask — the agent calls the data tool with lib "shopifyapps".

**Is it free?**
Free during beta: 200 queries per account per day, up to 50 rows per query.

## Workflows that use this database

- [Validate a product idea: is anyone making money from it](https://stringers.io/en/tools/validate-a-product-idea.md)

## Other databases

- [Verified indie product revenue](https://stringers.io/en/tools/indie-revenue.md)

- [Small online businesses for sale](https://stringers.io/en/tools/businesses-for-sale.md)

- [App Store charts in 115 regions](https://stringers.io/en/tools/app-store-charts.md)

- [Google Play installs and charts](https://stringers.io/en/tools/google-play-installs.md)

- [Mac App Store charts](https://stringers.io/en/tools/mac-app-store.md)

- [Chrome Web Store extensions](https://stringers.io/en/tools/chrome-extensions.md)

- [GitHub daily star history](https://stringers.io/en/tools/github-stars.md)

- [Product Hunt launches](https://stringers.io/en/tools/product-hunt.md)

- [Hacker News stories](https://stringers.io/en/tools/hacker-news.md)

- [Meta Ad Library tracker](https://stringers.io/en/tools/meta-ad-library.md)

- [Google Ads Transparency tracker](https://stringers.io/en/tools/google-ads-transparency.md)

- [TikTok ad library tracker](https://stringers.io/en/tools/tiktok-ad-library.md)

- [Daily breakout list](https://stringers.io/en/tools/breakouts.md)

- [Posts from five X circles](https://stringers.io/en/tools/x-circles.md)