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NeuralVerge Business Intelligence

Yahoo! Auctions seller

run_yahoo_auctions_sellers

Get a Yahoo! Auctions Japan seller profile by seller id or URL: display name, rating count, positive-feedback percentage, store/verification badges and profile message. Flat 5 points per successful run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sellerYesSeller ID or URL. e.g. 8bdaxRiVapnRAmjjt2iWjM9wQzLXU

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

B3.2/5.0
Behavior3/5

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

No annotations are supplied, so the description carries the full burden. It does disclose a genuinely useful operational trait — a flat 5-point cost per successful run — and reading it implies a read-only lookup, but nothing is said about authentication, rate limits, or failure behavior. Partial coverage.

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?

Two sentences, field list and cost front-loaded, with no filler. Very slightly more enumerative than needed, but every clause earns its place.

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 correctly compensates by naming the returned profile fields (display name, rating count, positive-feedback percentage, badges, message), and it adds the cost signal. It lacks only usage/differentiation detail against sibling seller tools.

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 coverage is 100%, so the single 'seller' parameter is already documented as an ID or URL with an example. The description mirrors that ('by seller id or URL') without adding format or validation detail beyond the schema, which is the expected baseline when the schema does the work.

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 verb and resource ('Get a Yahoo! Auctions Japan seller profile') and enumerates the returned fields, which meaningfully separates it from siblings like run_yahoo_auctions_sellers_items or run_yahoo_auctions_sellers_reviews. It stops short of naming an alternative outright, but the scope is unambiguous.

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 guidance and no explicit routing against the many sibling seller tools (sellers_items, sellers_reviews, sellers_reviews_summary). The only implied direction is that the input can be an ID or URL.

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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