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NeuralVerge Business Intelligence

Avito Categories

run_avito_categories

Get the Avito category tree: departments and sub-categories with id, name, alias (URL slug for the category filter), parent id, level and browse URL. 5 point per returned record.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
Behavior3/5

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

With no annotations, the description carries the full burden. It usefully discloses the cost model ('5 point per returned record') and the returned fields, but it omits auth requirements, rate limits, and any explicit side-effect or safety note beyond the implied read-only 'Get'.

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?

Two tight sentences: the first front-loads the operation and result fields, the second states the cost. No filler, no restating the tool name, and the important billing detail is not buried.

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?

For a zero-param tool with no output schema, the description adequately explains the return shape (id, name, alias, parent id, level, browse URL) and cost. It could be slightly stronger by stating that the tree is returned in full and whether pagination applies, but it is otherwise complete.

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

Parameters4/5

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

There are zero input parameters, so the baseline is 4. The description correctly needs no parameter-level explanation, and the empty schema is consistent with a no-argument category-tree fetch.

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 verb and resource: 'Get the Avito category tree.' It also names the returned entities ('departments and sub-categories'), which cleanly separates it from sibling item/seller tools such as run_avito_items and run_avito_sellers.

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?

The description gives no when-to-use guidance, no prerequisites, and no alternative tools. It does not say whether this should be called before category-filtered item searches, nor how it relates to other Avito category-capable siblings.

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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