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Nexscope Ecommerce Data MCP

SEO SERP

nexscope_seo_serp

Google result types and original ranks for US English desktop searches. Calls are idempotent by user, slug and UUID key. Free owner-only result retrieval: GET /api/skill-api/v1/skills/seo-serp/calls/{callId} or nexscope_seo_call_result. Successful results remain available in owner call history. Seven-day source-freshness rules apply only to dependent requests. Missing values are not zero. Examples describe structure only and are not measured results.

Input Schema

NameRequiredDescriptionDefault
limitNo
deviceNodesktop
marketYes
keywordYesTrimmed, at most ten whitespace-separated words.
languageYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Given readOnlyHint=false and openWorldHint=true, the description earns credit for explaining that calls are idempotent by user/slug/UUID, that result records persist in owner call history, and that a free owner-only GET endpoint exists. It doesn't explain why this query is not read-only (cost/credit implication), leaving a minor gap.

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

Conciseness4/5

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

Purpose is front-loaded and most sentences carry real information (idempotency, retrieval path, freshness). A few lines like 'Missing values are not zero' and the examples disclaimer are cryptic and could be tightened or dropped.

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?

No output schema exists, so the description must carry return-shape burden; it hints at 'result types and original ranks' but is vague. For a paid, record-creating call with low parameter coverage, more explicit return and parameter detail would be warranted.

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?

With only 20% schema description coverage, the description partially compensates by pinning market/language/device to US/English/desktop, matching three enum params. It says nothing about the 'limit' parameter or keyword wording/format beyond what the schema already documents.

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?

Front-loads a specific resource (Google result types and original ranks) for a defined scope (US English desktop). Lacks an explicit action verb (fetch/retrieve), and while siblings like nexscope_seo_historical_serps or nexscope_seo_serp_competitors sit nearby, it never distinguishes itself from them.

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?

It identifies nexscope_seo_call_result as the retrieval path and flags that seven-day freshness applies only to dependent requests, which is useful routing. But there's no explicit statement of when to call this SERP tool versus the historical/screenshot/competitor sibling 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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