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Nexscope Ecommerce Data MCP

seo-ad-audience-estimate

nexscope_seo_ad_audience_estimate

Bing monthly aggregate audience ranges under a separate daily advertising budget. Nullable fields preserve missing evidence. Provider observations and estimates do not establish actual account performance. No additional calls or fallback.

Input Schema

NameRequiredDescriptionDefault
bidUsdYes
genderYes
ageBandsYes
dailyBudgetUsdYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior3/5

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

Annotations only declare readOnlyHint=false and openWorldHint=true, so the description adds real value by disclosing that nullable fields preserve missing evidence, that results are provider estimates rather than actual account performance, and that no follow-up calls are expected. It still does not address permissions/auth, latency, or why a nominal estimate is marked non-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?

Only four short fragments with no padding, so nothing is wasted, but the telegraphic style makes the meaning harder to parse than a single well-formed sentence would. It is under-specified rather than verbose, which is a different failure than length.

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?

Given four undocumented parameters and no output schema, the description should do more on inputs. It does, however, cover the caveats an agent most needs before trusting the numbers: nullable results and that estimates are not actual account performance.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% and all four parameters are required, yet the description never names ageBands, gender, bidUsd or dailyBudgetUsd. 'Separate daily advertising budget' only loosely gestures at one parameter and gives no ranges, currency units, or enum meaning beyond what the raw schema shows.

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 fragments 'Bing monthly aggregate audience ranges under a separate daily advertising budget' convey the resource (Bing audience reach) and the shape of the output (monthly aggregate ranges), which is more than a restatement of the name. But it never states a verb or a clean purpose sentence, and it omits that the estimate is driven by age/gender targeting and bid, leaving the agent to infer the actual function.

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 statement of when to use this versus the many SEO/ad siblings (e.g. nexscope_seo_ad_transparency_search, nexscope_seo_keyword_ad_traffic_forecast). 'No additional calls or fallback' is an execution constraint, not usage guidance, and no prerequisites or exclusions are given.

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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