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Nexscope Ecommerce Data MCP

WooCommerce Product Reviews

nexscope_woocommerce_product_reviews

Anonymous read-only official Store API data. No merchant key or OAuth is required. Availability depends on the store version and configuration. Password-protected reviews remain hidden. Each request costs 10 credits. Failed requests are automatically refunded.

Input Schema

NameRequiredDescriptionDefault
pageNumNoPage number, default 1.
pageSizeNoPage size, default 20, maximum 100.
storeUrlYesPublic HTTPS store root or WordPress installation path.
productIdNoOnly reviews for this product. Locked products return no public reviews.
categoryIdNoRestrict to a public product category.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description carries real behavioral value the annotations do not: no auth, version-dependent availability, password-protected reviews excluded, 10 credits per request, and automatic refunds on failure. However it explicitly claims 'read-only' while annotations declare readOnlyHint=false, sending the agent conflicting signals about whether the call has side effects (the credit charge may be the reason for the annotation).

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Five short, non-redundant sentences with no filler. The structure is slightly off-balance: it front-loads access and billing caveats while the actual purpose statement is absent, so the first sentence is not the most informative one available.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With five parameters and no output schema, the description covers access, cost, refunds and one data-visibility limitation, which is solid. It says nothing about what a review record contains or pagination behavior, leaving the agent without a picture of the response for a tool that has no output schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so pageNum, pageSize, storeUrl, productId and categoryId are all documented in the schema, including the note that locked products return no public reviews. The description adds no parameter meaning of its own; baseline 3 applies when the schema does the work.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description never states the verb+resource itself — nothing says it retrieves product reviews; that comes only from the name and title. 'Anonymous read-only official Store API data' hints at a public-data read but leaves the agent to infer the resource from the title. It also does not distinguish it from siblings such as nexscope_woocommerce_product_detail or nexscope_amazon_reviews_list.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It establishes a usable precondition — no merchant key or OAuth needed, so any public store URL qualifies — and warns that availability depends on store version and configuration. It gives no explicit routing versus alternative review/data tools and no when-not-to-use guidance beyond the version caveat.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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