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NeuralVerge Business Intelligence

OLX regions

run_olx_regions

OLX geography: top-level regions or the cities of one region, with ids and coordinates for offers search. 5 point per returned record.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainNoMarketplace. Options: olx.pl = olx.pl (Poland), olx.ua = olx.ua (Ukraine), olx.ro = olx.ro (Romania), olx.bg = olx.bg (Bulgaria), olx.pt = olx.pt (Portugal), olx.kz = olx.kz (Kazakhstan), olx.uz = olx.uz (Uzbekistan) Default: olx.pl.
max_itemsNoMax items (up to 500) Default: 100.
region_idNoRegion ID

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A4.2/5.0
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 discloses the cost ('5 point per returned record') and the conditional behavior (top-level regions vs. cities of one region), but omits read-only status, rate limits, pagination, and error behavior.

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 sentences, front-loaded with the core purpose and return content, followed by the cost note. No redundant or wasted language.

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 simple 3-parameter lookup with rich schema descriptions and no output schema, the description adequately explains what is returned and the cost. It could be more complete on usage alternatives and read-only behavior, but it covers the essentials.

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?

Schema coverage is 100%, so the baseline is 3. The description adds meaningful semantics for region_id by explaining that omitting it returns top-level regions and including it returns that region's cities. Domain and max_items are left to the schema.

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 resource and scope: OLX geography, returning top-level regions or the cities of one region, with ids and coordinates. This clearly distinguishes it from sibling OLX tools for offers, categories, and users.

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?

Includes 'for offers search', giving clear context that the tool supplies region IDs and coordinates needed before searching offers. It does not explicitly name alternatives or state when not to use it, but the context is sufficient.

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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