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Nexscope Ecommerce Data MCP

WooCommerce Product Variations

nexscope_woocommerce_product_variations

Search within one store, inspect a product, or retrieve a parent's SKUs using its public Store API. No store key or OAuth is required. Anonymous store pricing applies. 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, without query or fragment.
productIdYesStore-scoped positive product ID, at most 19 decimal digits.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.3/5.0
Behavior4/5

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

The description adds substantial context beyond the annotations: credit cost per request (10), automatic refund on failure, anonymous pricing, and no auth requirement — all operationally relevant for an agent deciding whether to call. The readOnlyHint=false annotation is defensible because calls consume credits (a state change), so this is a mild tension rather than a contradiction; the description could note that calls are idempotent reads of public data but does not.

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?

Purpose is front-loaded in the first sentence, followed by short, scannable sentences about auth, pricing, and refunds. Slight waste in the opening clause ("Search within one store, inspect a product") since those framings do not match the actual parameters.

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?

For a 4-parameter read tool with full schema coverage and no output schema, the auth/cost/refund information is useful, but the description still leaves the core return semantics unclear (that it yields variation records/SKUs for the given product) and never disambiguates against product_detail. It is minimum viable rather than complete.

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% (storeUrl, productId, pageNum, pageSize all documented in-schema), so the schema carries the parameter burden. The description adds nothing about storeUrl formatting, productId scoping, or pagination behavior, so the baseline 3 applies.

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 names concrete operations ("search within one store", "inspect a product", "retrieve a parent's SKUs") and names the underlying mechanism (public Store API), but it never says "variations" and the phrase "inspect a product" overlaps heavily with the sibling nexscope_woocommerce_product_detail. Also, "search within one store" implies a keyword/search capability that no parameter supports (only storeUrl + productId + pagination exist).

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 gives prerequisites implicitly ("No store key or OAuth is required") which tells the agent it can call this without credentials, and "Anonymous store pricing applies" clarifies the pricing mode. However, there is no when-to-use vs. when-not, and no routing to alternatives such as nexscope_woocommerce_product_detail or nexscope_woocommerce_products, which is exactly the ambiguity an agent faces here.

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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