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WooCommerce Product Reviews

nexscope_woocommerce_product_reviews
Read-only

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

C2.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint/openWorldHint/destructiveHint, but the description adds genuinely non-obvious behavior: no merchant key or OAuth needed, store-version-dependent availability, password-protected reviews excluded from results, 10-credit cost, and automatic refunds on failure. That is real operational context an agent cannot get from structured fields. It stops short of describing result shape or pagination limits, keeping it at 4 rather than 5.

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

Conciseness3/5

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

Five short sentences, no filler, but the front-loaded content is access-mode trivia rather than the tool's function. Sizing is fine; ordering and content priority are wrong for an agent deciding whether to call it.

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 no output schema, the description should say what comes back (review list, ratings, pagination). It covers cost, auth, availability, and privacy filtering well but leaves the return payload and pagination behavior entirely unstated, which is a meaningful gap for a 5-parameter listing tool.

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 already fully documented in the schema. The description adds no parameter-level meaning (no note that productId and categoryId are optional combinable filters), so the baseline 3 applies.

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

Purpose2/5

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

The description never states the verb+resource: it says 'Anonymous read-only official Store API data' without mentioning reviews, products, or retrieval. Only the tool name and title convey what the tool actually does. This is close to a restatement of the tool's platform/access mode rather than a purpose statement.

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

Usage Guidelines2/5

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

No when-to-use guidance and no routing against alternatives (e.g. other review tools like nexscope_amazon_reviews_list or the CJ/TikTok product_reviews siblings on other platforms). 'Availability depends on the store version and configuration' is a caveat, not usage guidance, and there is no mention of when to filter by productId vs categoryId.

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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