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Nexscope Ecommerce Data MCP

Google Trends By Time

nexscope_google_trends_by_time

Query and analyze Google Trends real-time hot topics and trending searches for a specified time range and country/region. Triggered by: Google Trends, hot topics, real-time trending, popular trends, current hot searches, recent trending, viral topics, trending searches, trend discovery, market trends, what's popular, trending now, breakout topics.

Input Schema

NameRequiredDescriptionDefault
daysNoTime range, query trend data for the last N days, default 7. Common values: 1, 2, 7
regionNoCountry/region code, default US. Options: US, GB, JP, CA, MX, DE, FR, IT, ES, NL, AU, SG, AE, BR, IN, TR, PL, SE

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior2/5

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

Annotations only declare readOnlyHint=false and openWorldHint=true; the description adds no behavioral context such as external API quota/rate limits, credential requirements, caching, or what the response contains (a ranked list of trending queries?). It also never reconciles the query-style wording with readOnlyHint=false, leaving the agent unsure whether the call has side effects or cost.

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

Conciseness2/5

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

The purpose is properly front-loaded in sentence one, but sentence two is a long, heavily redundant keyword list ('hot topics' vs 'current hot searches' vs 'trending searches' vs 'trending now', etc.) that repeats the same concept a dozen times. Most of those tokens do not earn their place.

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?

Low complexity and full schema coverage mean the description does not need to carry much, and no output schema exists so return values need not be spelled out. Still, for a tool whose distinguishing feature is retrieving trending entries by time window, the description never says what is returned or how it relates to the keywords-based sibling.

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 both parameters (days and region, with defaults and the region option list) are already fully documented in the schema. The description only restates them as 'a specified time range and country/region' and adds no syntax, limits, or interaction details 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.

Purpose4/5

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

The first sentence gives a concrete verb+resource (query Google Trends hot topics / trending searches) plus scope (time range and country/region). It is not distinguished from the sibling nexscope_google_trends_by_keywords, which is the obvious alternative, so the agent must infer the difference from the name alone. Minor internal tension: 'real-time' is claimed alongside a multi-day 'days' range.

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 'Triggered by:' list works as intent-matching keywords (hot topics, viral topics, trending now), which does help an agent recognize the right request. However it contains no when-not conditions and never names a sibling or alternative, so there is no guidance on choosing this over nexscope_google_trends_by_keywords or the SEO trend tools.

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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