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Nexscope Ecommerce Data MCP

Walmart Product Analysis

nexscope_walmart_product_analysis

Returns normalized public ecommerce research data with a fixed read-only provider path.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

D1.9/5.0
Behavior1/5

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

The description asserts a 'fixed read-only provider path' while annotations declare readOnlyHint=false, a direct conflict in the safety profile. It also discloses nothing about rate limits, auth, or what the 'fixed' provider path constrains.

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?

It is a single short sentence with no padding, but brevity here is under-specification rather than efficiency; nothing is front-loaded because there is nothing substantive to front-load.

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

Completeness1/5

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

No output schema, no useful annotations, an undocumented required 'operation' argument, and a description that explains neither inputs nor return shape. For a tool sitting in a dense Walmart/data-tool cluster, this is far from enough for correct invocation.

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?

The schema declares a required 'operation' parameter with no properties or enumerations, and the description says nothing about which operations exist or what values are accepted. Schema description coverage is reported at 100%, so the baseline is 3, but the description contributes nothing to clarify the one required argument.

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 sentence 'Returns normalized public ecommerce research data' restates a generic category rather than naming the Walmart product analysis capability in the title. It never says what is analyzed (products, listings, prices, reviews) or over what marketplace scope beyond the name itself, so an agent cannot distinguish it from hundreds of sibling data tools.

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?

There is no when-to-use, when-not-to-use, or alternative routing. With siblings like nexscope_walmart_product_detail, nexscope_walmart_search, nexscope_walmart_keyword_research and nexscope_data_st_walmart_product_analysis, the absence of any disambiguation is a real gap.

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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