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Nexscope Ecommerce Data MCP

seo-backlink-timeseries

nexscope_seo_backlink_timeseries

Bounded calendar history values from the Nexscope backlink index. Independently callable bulk interface sharing source facts with backlink overview. No new independent authority fact is claimed. Unknown costs remain unapproved. No pagination or extra lookup.

Input Schema

NameRequiredDescriptionDefault
dateToYes
targetYes
dateFromYes
groupRangeNoMONTH

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2/5.0
Behavior2/5

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

Annotations already declare readOnlyHint=false and openWorldHint=true, so the description should explain the side effects or billing implications of a non-read-only call. Instead it offers opaque phrases ("No new independent authority fact is claimed", "Unknown costs remain unapproved") whose meaning an agent cannot decode. The one real disclosure, "No pagination or extra lookup," is useful but isolated.

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?

At roughly 35 words it is short, but two of the four sentences are empty jargon that conveys nothing ("No new independent authority fact is claimed", "Unknown costs remain unapproved"). The genuinely informative fragment is buried mid-paragraph rather than front-loaded.

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?

A four-parameter, three-required timeseries tool with no output schema and no annotation clarity on cost or side effects needs the description to explain inputs and return shape. Given 0% parameter coverage and no output schema, the description leaves an agent unable to call it correctly beyond guessing from param names.

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% across four parameters (target, dateFrom, dateTo, groupRange), so the description must carry the burden and largely does not. "Bounded calendar history" faintly implies the date range, but target semantics and the DAY/WEEK/MONTH/YEAR grouping enum are never explained anywhere.

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

Purpose2/5

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

The only concrete content is the noun phrase "bounded calendar history values from the Nexscope backlink index," which hints at historical backlink data but never states a verb or what a "value" actually is. With siblings like nexscope_seo_backlink_history, nexscope_seo_backlink_overview and nexscope_seo_backlink_records, the definition gives no basis for telling this tool apart from any of them.

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?

"Independently callable bulk interface sharing source facts with backlink overview" is the closest thing to guidance, but it describes a relationship rather than a condition for choosing this tool. Nothing says when to prefer it over backlink_history or backlink_records, and "Unknown costs remain unapproved" is not actionable guidance.

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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