Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Read seller and product reviews and rating statistics in Shopper Approved.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
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Works in Claude on the web, desktop and mobile:
https://shopper-approved.usefulapi.io/mcpRun this in your terminal
claude mcp add --transport http shopper-approved https://shopper-approved.usefulapi.io/mcpPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"shopper-approved": {
"url": "https://shopper-approved.usefulapi.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"shopper-approved": {
"type": "http",
"url": "https://shopper-approved.usefulapi.io/mcp"
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
ChatGPT connects only to servers on the internet:
https://shopper-approved.usefulapi.io/mcpMenu names can differ slightly by plan and over time.
Your choice stays on this device in a cookie; no account needed.
These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Tool names and descriptions exactly as the server reported them on Nov 6, 2026. The maker wrote them, not us; we show them as plain text.
shopperapproved_list_reviewsList the store's seller (service) reviews: review ID, date, reviewer name, rating, comment and media. Results are for the customer's own use. Shopper Approved API: GET /reviews/{siteid}.
shopperapproved_get_reviewGet one seller review by the order ID that was sent with the order. Shopper Approved API: GET /reviews/{siteid}/{reviewid}.
shopperapproved_list_product_reviewsList product reviews for the whole store, newest data by date range. Shopper Approved API: GET /products/reviews/{siteid}.
shopperapproved_get_product_reviewsGet the reviews of one product. A parent ID returns the reviews of all products with that parent ID. Shopper Approved API: GET /products/reviews/{siteid}/{productid}.
shopperapproved_get_review_statsGet the aggregate statistics of the store's seller reviews (totals and average rating). Shopper Approved API: GET /aggregates/reviews/{siteid}.
shopperapproved_get_product_statsGet the total number of product reviews, and the review count and rating of each product. Shopper Approved API: GET /aggregates/products/{siteid}.
shopperapproved_get_product_statGet the review count and rating of one product. Shopper Approved API: GET /aggregates/products/{siteid}/{productid}.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 6, 2026
The registry name was verified against the domain usefulapi.io (the registry checks domain ownership)
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Responded in 64 ms (HTTP 200)
No sign-in needed
Read 7 tool descriptions and found no hidden instructions to the AI
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 3 of 3 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs in the maker’s cloud. Connect over the internet with nothing to install, but what you send passes through the maker’s servers.
The GitHub repo last changed –, and the latest version (1.1.3) reached the registry yesterday.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Spec Driven Development, Remote Desktop Commander, SSTracker free youth training
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Free youth sports drills, practice plans and age-group answers for parents and coaches.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Use your Shopper Approved account from Claude, Cursor, or any MCP client. Read seller reviews, product reviews and their rating statistics, all read-only. Hosted, no local install: connect with your own credentials.
Live endpoint: https://shopper-approved.usefulapi.io/mcp · Homepage: https://usefulapi.io
https://shopper-approved.usefulapi.io/mcp.claude mcp add --transport http shopper-approved https://shopper-approved.usefulapi.io/mcp, then run /mcp to log in.{
"mcpServers": { "shopper-approved": { "url": "https://shopper-approved.usefulapi.io/mcp" } } }
Add only the URL. Do not add an Authorization header or an API key to the client config: the server signs you in with OAuth, and the login page asks for your Shopper Approved credentials.
Step-by-step setup, where to find your credentials, and FAQ: https://usefulapi.io/shopper-approved/
On first connect you provide your Site ID and API token, both found in your Shopper Approved dashboard under Settings, also on the API Docs page. The server validates it and stores it per user. No keys go in config files.
| Tool | Type | What it does |
|---|---|---|
shopperapproved_list_reviews | read | List seller reviews |
shopperapproved_get_review | read | Get a review by order ID |
shopperapproved_list_product_reviews | read | List product reviews |
shopperapproved_get_product_reviews | read | Get reviews for one product |
shopperapproved_get_review_stats | read | Get seller review statistics |
shopperapproved_get_product_stats | read | Get product review statistics |
shopperapproved_get_product_stat | read | Get statistics for one product |
shopperapproved_usage_status | meta | Usage status (free-tier meter) |
shopperapproved_request_feature | meta | Request a missing feature |
shopperapproved_upgrade | meta | Upgrade to Pro or Pro+ |
shopperapproved_cancel_subscription | meta | Cancel the Pro subscription |
read tools are read-only; write tools mutate data (clients should confirm them); meta tools report usage, manage your subscription or send a feature request.
| Plan | Price | Limit |
|---|---|---|
| Free | $0 | 50 tool calls / month |
| Pro (per user) | $9/mo or $90/yr (2 months free) | Unlimited* |
\*Pro has a fair use limit of 10,000 tool calls a month on this server. For more, write to support@usefulapi.io.
Pro covers this server only. Subscribe with shopperapproved_upgrade (it returns a Stripe Checkout link). Cancel any time with shopperapproved_cancel_subscription: Pro continues to the end of the paid period, with no refund for the current period, and running shopperapproved_upgrade before then undoes the cancel. Or write to support@usefulapi.io.
MIT — see LICENSE. Documentation only; the server is hosted.