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Nexscope Ecommerce Data MCP

Historical Multi-Domain Traffic Comparison

nexscope_seo_domain_traffic_history

Historical Multi-Domain Traffic Comparison. Bounded Google database facts; estimated traffic is not measured visits. One fixed Live POST, no pagination. Unknown fields and missing values are explicit. Execution and publication 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
targetsYes
toMonthYes
languageNoen
fromMonthYes

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?

Annotations give only readOnlyHint=false and openWorldHint=true, so the description carries most of the burden and does add value: a single fixed Live POST, no pagination, estimated-vs-measured distinction, explicit unknowns/missing values, and freshness rules. Some phrases ('Execution and publication remain unapproved', 'owner call history') are cryptic boilerplate that don't map to observable behavior.

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?

Sentences are terse and front-loaded with the core purpose, but the opening line is redundant with the title and several trailing sentences (unapproved execution, call history) are boilerplate that don't help an agent call the tool.

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

Completeness2/5

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

With an opaque five-parameter schema, no output schema, and no parameter documentation, the description should state what the result covers (metrics per domain per month) and the input constraints. It leaves both gaps, so an agent cannot confidently populate targets or month ranges from the description alone.

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 description coverage is 0% for five parameters, so the description must compensate and does not. It never mentions the 2-20 target cap, the YYYY-MM month format, the required fromMonth/toMonth pair, or that market and language are fixed constants. Only 'Multi-Domain' weakly implies targets is a list.

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 line restates the title but the second sentence adds real meaning: this returns bounded Google-database traffic facts for multiple domains, estimated rather than measured. An agent can tell this is a multi-domain historical traffic comparison, though it never names a sibling (e.g. nexscope_seo_target_traffic_estimates) to distinguish itself from.

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 other SEO traffic tools, no prerequisites, no exclusion criteria. 'Seven-day source-freshness rules apply only to dependent requests' hints at a constraint but never says what it means for the caller's choice.

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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