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NeuralVerge Business Intelligence

Trendyol product sellers

run_trendyol_products_sellers

All sellers offering a Trendyol product by contentId or URL, for price comparison: price, score, stock, free shipping and which offer is featured. Flat 5 points per successful run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productYesProduct ID or URL. e.g. 689227641

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.5/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It usefully discloses the return fields and the billing cost ('Flat 5 points per successful run'), which is real behavioral value. However, it says nothing about authentication requirements, rate limits, latency, or whether the lookup fails when the product is unknown.

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 short sentences with no filler; the resource and returned fields are front-loaded before the cost note. Efficient for what it needs to convey.

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?

There is no output schema, so the description does the right thing by enumerating the salient returned fields. Combined with the cost disclosure and the single fully documented parameter, an agent has enough to call the tool correctly, though auth/error behavior is left unstated.

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% and the single parameter is already documented as 'Product ID or URL. e.g. 689227641'. The description's 'by contentId or URL' largely repeats that, adding only the alternate term 'contentId' — baseline 3 is 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?

Names a specific resource (all sellers offering a given Trendyol product) and enumerates what the result contains: price, score, stock, free shipping, featured offer. This clearly differentiates it from run_trendyol_products, run_trendyol_sellers, and run_hepsiburada_products_sellers. It is a noun phrase rather than a verb phrase, but the intent 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 Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The phrase 'for price comparison' implies the use case, but there is no explicit when-to-use, when-not-to-use, or named alternative among the many sibling product/seller tools. Usage must be inferred from the purpose statement.

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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