Skip to main content
Glama

Nexscope Ecommerce Data MCP

Clickstream Search Volume

nexscope_seo_clickstream_search_volume

clickstream estimate with explicit missing evidence and no language filter. One fixed Live task, no additional requests. Estimates are not Google Ads metrics. Prices remain unapproved. Successful completed results remain available in owner call history. Seven-day source-freshness rules apply only to dependent requests.

Input Schema

NameRequiredDescriptionDefault
marketNoUS
keywordsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3/5.0
Behavior4/5

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

Beyond the annotations, the description discloses real behavior: it openly states it reports missing evidence, that estimates are not Google Ads metrics, that it runs as one fixed Live task, and that completed results stay in owner call history. The 7-day source-freshness rule and the unapproved pricing note are genuine caveats an agent would not otherwise know. The readOnlyHint=false annotation is not contradicted: the Live-task and cost note explain why the tool is not purely read-only.

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?

The entry is short, and the 'clickstream estimate' caveat is placed up front, but several sentences are cryptic fragments with unclear payoff, such as 'Prices remain unapproved' and the 7-day freshness sentence. The result reads like scattered constraint notes rather than one front-loaded statement of purpose.

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?

With two parameters, no output schema and an asynchronous task model, the description should say more about how results are retrieved. It only hints at this through 'owner call history' and never names the companion retrieval tool. It covers evidence quality and freshness, but leaves the return shape and follow-up call implicit.

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?

The schema coverage metric is 0% at the property level, but the keywords array item description spells out the 3-80 character, 10-word and ASCII rules, and market is a fixed const. The only added semantic, 'no language filter', does not explain how keywords are matched or truncated, and it does not clarify the 20-item cap beyond the schema's maxItems.

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

Purpose3/5

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

The description says it produces a 'clickstream estimate' and rules out a language filter, but it never states outright that the tool returns search volume estimates for a list of keywords, even though the title says so. It also draws no boundary against close siblings such as nexscope_seo_keyword_metrics, nexscope_seo_ai_keyword_volume or nexscope_seo_search_volume_country_distribution, which also return volume or estimate data.

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?

The text gives no guidance on when to use this tool rather than the other volume or metrics tools, and no prerequisite or exclusion is stated. 'One fixed Live task, no additional requests' describes execution mechanics, not when and when not to choose this tool.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources