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Crawlora MCP

datasets_numbeo_countries_search

Read-only

Search the composite Numbeo countries dataset (merged from the current global by-country rankings of all seven index families).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
qNoOptional full-text query over the country name, max 256 characters.
pageNoResult page number, 1-based, default 1; page times page_size must not exceed 10000.
sortNoOptional sort order. Allowed values: name_asc, cost_of_living_asc, cost_of_living_desc, quality_of_life_desc, safety_desc, crime_asc, health_care_desc, pollution_asc, traffic_asc. Defaults to relevance with q, otherwise name_asc.
page_sizeNoPage size, default 20, max 100; page times page_size must not exceed 10000.
max_crime_indexNoOptional maximum Crime Index.
min_crime_indexNoOptional minimum Crime Index.
min_safety_indexNoOptional minimum Safety Index.
max_traffic_indexNoOptional maximum Traffic Index.
max_pollution_indexNoOptional maximum Pollution Index.
min_health_care_indexNoOptional minimum Health Care Index.
max_cost_of_living_indexNoOptional maximum Cost of Living Index (New York = 100).
min_cost_of_living_indexNoOptional minimum Cost of Living Index (New York = 100).
min_quality_of_life_indexNoOptional minimum Quality of Life Index.

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

B3.3/5.0
Behavior3/5

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 useful dataset composition context (merged from seven index families), but does not disclose pagination limits, rate limits, or other behavioral traits beyond what annotations provide.

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?

A single, front-loaded sentence that states the scope immediately. No wasted words, and the key distinguishing detail (merged from seven index families) is included without bloat.

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

Completeness3/5

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

The description is adequate given the rich schema and output schema, but it omits any usage guidance or filtering context for the 13 parameters. For a search tool with many siblings, more routing information would improve completeness.

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 13 parameters are documented directly in the schema. The description adds no parameter-level meaning beyond the schema baseline, which is appropriate for a fully covered schema.

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

Purpose4/5

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

States a specific verb (Search) and resource (composite Numbeo countries dataset), and clarifies the data source as merged from all seven index families. The 'countries' scope distinguishes it from the sibling cities dataset, though it doesn't explicitly name alternatives.

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?

No guidance on when to use this tool versus the many siblings like datasets_numbeo_countries_item, numbeo_indices_country, or datasets_numbeo_cities_search. It implies usage through 'search' but gives no context or exclusions.

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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