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Mercado Market Intelligence

nexscope_mercado_market_intelligence
Read-only

Returns normalized public ecommerce research data with a fixed read-only provider path.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so "fixed read-only provider path" mostly restates what is already structured. "Normalized" and "public" add a small amount (no auth, standardized output), but nothing is said about pagination limits, data freshness, market scoping, or partial-result behavior for a call with 24 filter fields.

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 filler, so nothing is wasted. However, the brevity comes from omission rather than economy — the sentence is front-loaded with boilerplate rather than with the marketplace and selector model the agent actually needs.

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

Completeness1/5

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

For a tool with six mutually exclusive selector modes, five market codes, ~24 filter parameters and no output schema, a single generic sentence leaves the agent without enough information to invoke it correctly. Nothing compensates for the missing return-shape and selector semantics.

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 coverage is reported at 100%, so the baseline is 3 despite the description containing zero parameter information. The schema does carry the critical structural constraint (anyOf over keyword/category_id/sku_id/product_url/shop_id/shop_query) and the market_code enum, but the description adds no meaning about which selector to pick or how the *_min/*_max relations behave.

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

Purpose2/5

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

The verb "Returns" is clear but the resource is described only in generic abstractions ("normalized public ecommerce research data", "market intelligence"). It never states that this returns Mercado Libre product/market data, nor does it distinguish it from the sibling nexscope_mercado_product_selection. An agent cannot tell what domain this covers from the text alone.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no mention of alternatives. With a direct sibling (mercado_product_selection) operating on the same marketplace, the absence of any routing guidance is a real selection hazard.

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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