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NeuralVerge Business Intelligence

eBay seller feedback

run_ebay_seller_feedback

Get feedback reviews received by an eBay seller: rating, reviewer, and related item. 1 point per returned record.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sellerYesUsername or store URL. e.g. cocosmartphones
max_itemsNoMax items (up to 500) Default: 10.
start_pageNoStarting page Default: 1.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • changedInput schema / properties / max_items / description
      Previous value: -"Maximum number of feedback entries to return (1-500, default 25). Billed at 1 point per returned record."New value: +"Max items (up to 500) Default: 10."
    • changedInput schema / properties / seller / description
      Previous value: -"eBay seller username or store URL, e.g. cocosmartphones."New value: +"Username or store URL. e.g. cocosmartphones"
    • changedInput schema / properties / start_page / description
      Previous value: -"Result page to start from (default 1)."New value: +"Starting page Default: 1."
  2. Added

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses the cost model ('1 point per returned record') and the returned fields, but it omits other behavioral traits such as read-only nature, rate limits, authentication needs, or pagination behavior (beyond what parameters imply).

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?

The description is two sentences, front-loaded with the purpose and returned fields, and ends with cost information. Every sentence adds value with no redundancy or 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?

For a simple, read-only lookup tool with a fully documented schema and no output schema, the description covers purpose, return fields, and cost. It lacks usage guidelines and deeper behavioral context, but it is largely sufficient for an agent to call the tool correctly.

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 the schema already fully documents all three parameters including defaults and limits. The description adds no further parameter semantics beyond what is in the schema, making the baseline of 3 appropriate.

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?

The description states a specific verb and resource: 'Get feedback reviews received by an eBay seller', and lists the returned fields. It is clear enough to distinguish from product review tools, but it does not explicitly name or contrast with sibling tools like run_ebay_seller or run_ebay_product_reviews.

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 guidance is given on when to use this tool versus alternatives, nor are there any exclusions or prerequisites. The description simply states what the tool returns, leaving the agent to infer usage context from the name and schema alone.

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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