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5iNeX

yandex-api-mcp

by 5iNeX

direct.hf.report_performance

Read-onlyIdempotent

Generate Yandex Direct performance reports by day, week, or month for a chosen campaign or account, with optional Client-Login override and Metrica defaults.

Instructions

Human-friendly: Direct performance report preset (day/week/month).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
date_toNo
date_fromNo
account_idNoProject profile id (resolves to Direct Client-Login and optional Metrica counter defaults).
campaign_idNo
granularityNo
campaign_nameNo
direct_client_loginNoOverride Direct Client-Login for this call (agency multi-project support).

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
metaYes
toolYes
errorNo
resultNo
statusYes
choicesNo
messageNo
previewNo
warningsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.4/5.0
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. Beyond that the description adds almost nothing: it doesn't disclose what the preset aggregates, required auth/account resolution, rate limits, or default date behavior. Calling it 'human-friendly' conveys no actionable behavioral trait.

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?

It is a single short sentence, which is efficient, but 'Human-friendly:' is filler and the size reflects under-specification rather than disciplined economy. The one informative clause (preset day/week/month) is front-loaded in the parenthetical.

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 7-parameter reporting tool with low schema coverage, the description is far too thin; it never explains what the report returns or how the preset differs from the sibling report tools. Although an output schema exists (so return-value description is not strictly required), the selection and input guidance needed to invoke this correctly across 7 params is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is only 29% (only account_id and direct_client_login are documented in the schema), so the description is expected to compensate but does not. It mentions granularity implicitly via 'day/week/month' but says nothing about date_to/date_from formats, campaign_id/campaign_name filtering, or how account_id defaults resolve. Six of seven parameters carry no explanatory support.

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

Purpose3/5

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

The description states a verb+resource (performance report) scoped as a Direct preset with day/week/month granularity, so the basic purpose is inferable. However, it never distinguishes itself from the many sibling report tools (direct.hf.report_keywords, report_ads, report_adgroups, report_search_phrases, pressure_report, direct.report), leaving the agent to guess which report to pick. The 'Human-friendly:' prefix adds framing but no differentiating substance.

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 explicit when-to-use guidance and no named alternative among the numerous report siblings. The '(day/week/month)' hint implies a preset bucket but does not say when this preset should be chosen over raw direct.report or the other report_* variants. Usage must be entirely inferred.

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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