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Shoptera Product Intelligence

Server Details

Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, GTIN lookup.

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Status
Unhealthy
Last Tested
Transport
Streamable HTTP
URL
Server Listing
Shoptera Product Intelligence

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. 3 tool updates
    • First observedlookup_by_gtin
    • First observedsearch_products
    • First observedsearch_products_by_text

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TDQS

A4.2/5.0
Disambiguation4/5

The tools have distinct purposes with clear boundaries: lookup_by_gtin for barcode queries, search_products for natural language discovery, and search_products_by_text for exact keyword matching. However, the distinction between search_products and search_products_by_text could cause some confusion as both handle text-based queries, though their descriptions clarify when to use each.

Naming Consistency5/5

All tool names follow a consistent snake_case pattern with clear verb_noun structure: lookup_by_gtin, search_products, and search_products_by_text. The naming is predictable and readable throughout the set.

Tool Count3/5

With only 3 tools, the set feels thin for a product intelligence server covering price comparison across 2,500+ e-shops. While the tools cover core search functionality, the lack of filtering, sorting, or analysis tools limits the server's scope and utility.

Completeness2/5

The server has significant gaps in its tool surface. It only provides search/lookup capabilities without any filtering, sorting, price tracking, alerting, or data analysis tools. For a product intelligence domain, this is severely incomplete as agents cannot perform common tasks like price trend analysis or setting up notifications.

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