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5iNeX

yandex-api-mcp

by 5iNeX

search_serp

Read-onlyIdempotent

Query Yandex Search and return normalized SERP ads and organic results for a given search query, with controls for page, region, device, and result count.

Instructions

Search API Web Search: normalized Yandex SERP ads and organic results.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modeNosync only in this implementation.
pageNoZero-based result page. Default: 0.
queryYesSearch query text, max 400 characters.
deviceNodesktop|phone|mobile|tablet. Implemented via Search API userAgent.
formatNohtml|xml. Use html for ads extraction (default).
regionNoYandex Search region id. Defaults to server config.
n_resultsNoHTML: 5-50 groups; XML: 1-100 groups. Default: 10.
user_agentNoAdvanced override for Search API userAgent.
include_rawNoInclude decoded raw HTML/XML in response. Default: false.
search_typeNoSearch API search type, e.g. SEARCH_TYPE_RU (default).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
adsYes
modeNo
pageNo
queryYes
deviceYes
formatNo
regionYes
captchaYes
organicYes
raw_xmlNo
raw_htmlNo
n_resultsNo
request_idNo
search_typeNo
ads_count_topYes
ads_count_bottomYes
found_docs_humanNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.8/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true and idempotentHint=true, so the safety profile is covered. The description adds only the word 'normalized', and says nothing about the format-dependent behavior (html vs xml changing n_results semantics), region defaults, or rate/cost characteristics. With annotations carrying the safety profile, this is thin added value.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One short sentence with no wasted words, so it is concise — but its brevity is under-specification rather than efficiency. It reads like a label, not a usable instruction.

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

Completeness2/5

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

For a 10-parameter tool with mode/format branching and non-obvious interplay between format and n_results, the description is far too sparse. Although an output schema exists (so return values need not be explained), nothing tells the agent about the html-vs-xml tradeoff or the sync-only mode constraint that the schema only hints at.

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 documents all ten parameters including enums-in-prose (desktop|phone|mobile|tablet, html|xml). The description contributes no parameter meaning beyond what the schema provides, so the baseline 3 applies.

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 names a specific verb+resource: it performs a web search and returns normalized Yandex SERP data, explicitly splitting 'ads' from 'organic results'. That distinguishes it from sibling tools like wordstat.top_requests or the direct.* reporting tools. It stops short of five because the phrasing is clipped and doesn't clarify scope (e.g. web-only vs. other Yandex surfaces).

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, no mention of prerequisites (Yandex Search API credentials, region config), and no named alternative among the ~130 siblings. An agent must infer the usage context entirely from the name and the sentence fragments.

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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