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neuratechcompany-ops

Kettu Marketplace Intelligence

Yandex Market Search

yandex_search
Read-onlyIdempotent

Search Yandex Market for products and receive current prices, ratings, and seller details. Compare costs across the Russian marketplace, including items unavailable on Wildberries or Ozon.

Instructions

Search Yandex Market and return products with both prices, ratings and sellers.

Yandex Market aggregates many sellers per product, which makes it the best single source for "what does this cost right now" across the Russian market — including goods Wildberries and Ozon do not carry.

Each result reports price_rub (what anyone pays) and price_with_plus (requires a Yandex Plus subscription, typically 25-30% lower). Prefer price_rub when quoting a price to a person.

Note rating_count counts star ratings, not written reviews; the written count is available per product via yandex_card.

Error Format

On validation or transport/parse failure, raises ToolError with a JSON message describing the error code and whether it is retryable.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoPage number, 1-based.
limitNoMaximum products to return from the page.
queryYesFree-text search query in Russian, e.g. 'iphone 15' or 'стиральная машина узкая'.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
metaNoValidation metadata.
pageNoPage number this response covers.
itemsNoProducts on this page, in display order.
queryNoThe search query, echoed back from the page.
returnedNoNumber of products in this response.
page_countNoTotal pages available upstream.
has_next_pageNoWhether a further page exists.
total_availableNoTotal matches upstream reports.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observedv1.2.2

TDQS

A4.5/5.0
Behavior5/5

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

Annotations already declare read-only, idempotent, non-destructive behavior, and the description adds meaningful context beyond that: price_rub vs price_with_plus semantics, the Yandex Plus requirement, the preference for price_rub when quoting to a person, the nuance that rating_count counts stars not written reviews, and the ToolError format with retryability. This substantially enriches behavioral understanding.

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 well organized: purpose first, then market positioning, pricing semantics, rating-count caveat, and error format. Each section earns its place and the structure is front-loaded with the most important call behavior. It is detailed without being bloated.

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

Completeness5/5

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

For a read-only search tool that already has an output schema, the description covers the essential usage context, pricing nuance, rating-count interpretation, connection to yandex_card, and error behavior. An agent has enough information to invoke it correctly and interpret its results safely.

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 input schema covers 100% of parameters with descriptions, so the baseline is 3. The description adds a useful note that query should be free-text Russian and gives examples, but it does not need to compensate for any schema coverage gaps since none exist.

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

Purpose5/5

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

States a specific action ('Search Yandex Market') and resource, and lists what is returned: prices, ratings, and sellers. It also differentiates this tool by noting Yandex Market is the best single source for current Russian-market pricing and carries goods Wildberries and Ozon do not, separating it clearly from sibling searches.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

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

Gives clear context for when to use it: 'best single source for what does this cost right now across the Russian market,' including goods WB/Ozon do not carry. It also points to yandex_card for written review counts. However, it does not explicitly say when not to use this tool or name alternative search siblings directly.

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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