Measured share of answer for 20 SaaS brands. An open dataset, not an audit of your site.
Data & AnalyticsData access / search
- Passed: Handshake
- Passed: Tools listed
- Passed: Updated recently
Median latency 836 ms · Last checked
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Evidence for your next connection.
Independent measurements of remote MCP servers. Every observation has a timestamp.
Read-only probesMCP server · Data access / search
Read seller and product reviews and rating statistics in Shopper Approved.
0 failed · 8 not measured
Median of successful probes over 7 days
Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.
Tool definitions returned by this server
Independent monitoring
Outdated check
Last connection measurement is over 24 hours old. Current availability is unknown.
Last checked| Test area | Passed | Failed | Unmeasured |
|---|---|---|---|
ConnectionCan a client connect and discover tools? | 5 | 0 | 0 |
Reliability & speedDoes it respond consistently and quickly? | 0 | 0 | 4 |
Access & authenticationWhat is required to use this server? | 1 | 0 | 2 |
Tool qualityAre the tool definitions usable by an agent? | 4 | 0 | 0 |
Publisher identityCan the publisher be traced to its source? | 4 | 0 | 2 |
Unmeasured means there is not enough evidence to decide. How these checks work
Start using Shopper Approved MCP by usefulapi
Choose your client, copy the configuration, then enable the server in your client’s MCP settings.
Run this command in your terminal, then restart Claude Code.
Claude Code
claude mcp add --transport http shopper-approved-mcp-by-usefulapi https://shopper-approved.usefulapi.io/mcpCapabilities
Get 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}.
DiscoveredGet the review count and rating of one product. Shopper Approved API: GET /aggregates/products/{siteid}/{productid}.
DiscoveredGet the total number of product reviews, and the review count and rating of each product. Shopper Approved API: GET /aggregates/products/{siteid}.
DiscoveredGet one seller review by the order ID that was sent with the order. Shopper Approved API: GET /reviews/{siteid}/{reviewid}.
DiscoveredGet the aggregate statistics of the store's seller reviews (totals and average rating). Shopper Approved API: GET /aggregates/reviews/{siteid}.
DiscoveredList product reviews for the whole store, newest data by date range. Shopper Approved API: GET /products/reviews/{siteid}.
DiscoveredList 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}.
DiscoveredRecent measurements
| Checked | Result | Response | Tools |
|---|---|---|---|
| Connected | 68 ms | 7 |