Shopify App Store: an MCP database you can query from Claude Code or Cursor
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.
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 skillOr just ask on the web →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.
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