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Nexscope Ecommerce Data MCP

Page Loading Waterfall

nexscope_page_loading_waterfall

Page Loading Waterfall from a bounded crawl sample. Returns typed source evidence and missing-field diagnostics. Source ownership, version, expiry and membership are checked when run. This sample does not describe every page of a website.

Input Schema

NameRequiredDescriptionDefault
pageUrlYes
task_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior4/5

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

Goes meaningfully beyond the annotations by disclosing that results come from a bounded sample (not exhaustive), that output is typed evidence with missing-field diagnostics, and that ownership/version/expiry/membership are validated at run time — which plausibly explains readOnlyHint=false (the call consumes/validates a task). It stops short of describing failure behavior when those checks fail.

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?

Four short sentences, front-loaded with what the tool returns, then the behavioral constraints. Nothing is redundant, though phrases like 'typed source evidence' and 'source ownership, version, expiry and membership' are jargon that conveys less than their word count suggests.

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 only two parameters and no output schema, the definition is nearly sufficient, but it leaves the agent guessing how task_id is obtained and whether the pageUrl must already be part of the crawl sample — the deciding preconditions for a successful call.

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%, so the description must carry both parameters and does not: neither pageUrl nor task_id is mentioned by name or described. At best, 'bounded crawl sample' and 'membership are checked' hint that the URL should belong to the crawled set and the task must be valid, but this is inference rather than semantics.

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?

States a concrete resource (page loading waterfall) and its provenance (a bounded crawl sample), plus what it returns (source evidence and missing-field diagnostics). It never names or distinguishes itself from adjacent page-analysis siblings such as nexscope_page_lighthouse, nexscope_page_screenshot or nexscope_website_page_checks, so differentiation is left to the agent.

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 choose this over the many sibling page tools, and no prerequisites spelled out (an existing task_id is required but never explained). The only scoping sentence — 'This sample does not describe every page of a website' — is a coverage caveat, not usage guidance, so usage must be inferred from the name.

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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