Skip to main content
Glama
neuratechcompany-ops

Kettu Marketplace Intelligence

Ozon Catalog Search

ozon_search
Read-onlyIdempotent

Search Ozon's catalog using Russian text to get product details. Returns SKU, title, price, and rating for each matching item.

Instructions

Search Ozon catalog. Tier-1 curl_cffi → Tier-2 CDP fallback.

Returns sku/title/price/rating per item. Schema parses Nov 2026 tileGridDesktop-* widgets with mainState atom structure.

Return Format

OzonSearchResponse: {status, query, page, tier_used, count, items, meta} on success. Zero matching items is NOT an error — it returns a healthy response with count=0 and empty items.

Error Format

Raises ToolError on validation (BadRequestError), transport/block (TransportDownError), or parser drift (ParserDriftError).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoResult page (1..10).
queryYesRussian search text.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
pageNoSearch page number.
_metaNoValidation metadata.
countNoNumber of items returned.
itemsNoSearch result items (max 30).
queryNoSearch query text.
statusNoResponse status: success or error.success
tier_usedNoFetch tier used.

Schema Changelog

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

  1. First observedv1.2.2

TDQS

A4.2/5.0
Behavior5/5

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

Beyond the annotations (readOnlyHint, idempotentHint), the description discloses meaningful behavior: the curl_cffi-to-CDP fallback, that zero matching items is a healthy response rather than an error, and the specific error taxonomy (BadRequestError, TransportDownError, ParserDriftError). No contradiction with annotations exists.

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?

The description is well-structured with clear sections for return format and error format. It front-loads the core purpose before implementation details. The parser-widget detail is somewhat niche for an agent, but it is contextually relevant to explaining parser drift behavior.

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?

Combined with the input schema, annotations, and output schema, the description fully covers what the agent needs: input requirements, output shape on success, zero-result behavior, error behavior, and the fallback execution tier. There are no significant gaps for invoking 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 both parameters (query and page) are already documented in the input schema. The description adds no additional parameter-level semantics, such as query formatting guidance or page-specific behavior, but it does not need to because the schema carries the burden.

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?

The opening sentence 'Search Ozon catalog' names a specific verb and resource, and the description further distinguishes this from sibling tools like ozon_card and ozon_reviews by stating it returns sku/title/price/rating per item. The tool's role as the Ozon search entry point 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 description clearly implies the tool is for searching Ozon's catalog, and it documents the tiered execution path. However, it never explicitly states when to prefer this tool over alternatives such as ozon_card or wb_search, nor does it mention any exclusions or edge cases where another tool should be used.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/neuratechcompany-ops/kettu-marketplace-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server