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Crawlora MCP

lazada_search

Read-only

One Lazada country storefront's free-text catalog search: product cards with item ids, canonical product URLs, images, prices, ratings, and review counts, with pagination and sort. country selects the storefront (id, ph, th, my, vn, or sg) and defaults to id. Lazada's own search always substitutes generic or trending items rather than returning a genuinely empty result set, so an empty items list is not by itself a reliable no-matches signal.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qYesRequired. Free-text search query.
pageNoOptional. Result page, 1-indexed. Defaults to 1.
sortNoOptional. Sort order: popularity, priceasc, or pricedesc. Defaults to popularity.
countryNoOptional. Lazada country storefront: id, ph, th, my, vn, or sg. Defaults to id.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description adds a genuinely non-obvious behavioral fact — that Lazada substitutes generic/trending items so an empty items list is not a reliable no-match signal — which materially changes how an agent reads the output.

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

Conciseness4/5

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

Three sentences, front-loaded with purpose then parameters then the interpretation caveat. The output-field enumeration is slightly dense but each element is informative; little waste overall.

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?

An output schema exists so return structure needn't be explained, and annotations cover safety. The description nonetheless supplies the country-scoping behavior and the critical empty-results caveat, leaving little an agent needs missing before invoking it.

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 all four parameters (q, page, sort, country) are already documented with defaults. The description restates the country storefront values and default but adds no syntax or format detail beyond the schema, so baseline 3 applies.

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 — 'free-text catalog search' of a single Lazada country storefront — and enumerates what the product cards contain (item ids, URLs, images, prices, ratings, review counts). This is precise enough to separate it from category browsing siblings like lazada_category_products and from detail lookups like lazada_product.

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

Usage Guidelines3/5

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

The 'free-text catalog search' framing implies this is the keyword-query tool, and the empty-result caveat guides how to interpret outcomes. However, it never explicitly states when to choose this over lazada_category_products or lazada_product, so usage is only implied rather than prescribed.

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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