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NeuralVerge Business Intelligence

Newegg product offers

run_newegg_products_offers

Every marketplace buying option for a Newegg product: seller, price, shipping, condition and ships-from. 1 point per returned record.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productYesItem number or URL. e.g. N82E16820147903
max_itemsNoMax items (up to 500) Default: 10.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.6/5.0
Behavior3/5

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

No annotations are provided, so the description carries the burden. It usefully discloses cost behavior ('1 point per returned record') and enumerates what each record contains, but omits auth requirements, rate limits, and pagination behavior for a tool capped at 500 items.

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

Conciseness5/5

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

Two tight sentences, front-loaded with the scope and output content, followed by the cost note. Every clause earns its place with no filler.

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

Completeness4/5

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

With no output schema, the description does the work of enumerating returned fields and disclosing per-record cost, which is sufficient for invocation. Minor gaps remain around return volume/pagination expected from max_items.

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 both 'product' (item number or URL) and 'max_items' (default 10, up to 500) are already documented in the schema. The description adds no parameter syntax or format detail beyond that, so the baseline of 3 applies.

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

Purpose4/5

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

States a specific resource and clarifies the scope: 'Every marketplace buying option for a Newegg product,' listing the fields returned (seller, price, shipping, condition, ships-from). This distinguishes it from product details and reviews, though it does not explicitly name a sibling tool for contrast.

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?

Usage is only implied -- the phrase 'marketplace buying option' suggests comparing sellers/prices, but there is no explicit when-to-use guidance, no mention of when to prefer run_newegg_products or run_newegg_sellers instead, and no prerequisites stated.

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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