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Nexscope Ecommerce Data MCP

Website Links

nexscope_website_links

Website Links 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
limitNo
offsetNo
task_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior4/5

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

With only readOnlyHint=false and openWorldHint=true provided, the description adds real value: it discloses that results come from a bounded sample and do not describe every page, that source ownership, version, expiry and membership are validated at run time, and that output includes typed source evidence plus missing-field diagnostics. It does not say what happens when those run-time checks fail, but the sampling caveat and runtime-validation note are meaningful disclosures beyond the annotations.

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 with no filler, and the sample-boundedness caveat is placed up front where it affects interpretation. The opening clause is close to redundant with the name, slightly weakening the front-load.

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?

No output schema exists and parameter coverage is zero, so the description must carry the load — yet it never explains the required task_id, the pagination pair, or what a caller sees when ownership/expiry/membership checks fail. The return-shape and sampling caveat are helpful, but key operational details an agent needs before calling are absent.

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 three parameters, so the schema supplies no semantics at all, and the description does not compensate — task_id (required), limit and offset are never explained, nor is it clear where a task_id comes from or how pagination behaves. 'Bounded crawl sample' only loosely implies a prerequisite crawl task.

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 description says 'Website Links from a bounded crawl sample', which largely restates the name and title rather than naming a specific verb. 'Returns typed source evidence and missing-field diagnostics' hints at the output but never states plainly that the tool lists links discovered in a crawl. It also fails to distinguish it from adjacent siblings such as nexscope_website_page_checks, nexscope_website_redirect_chains or nexscope_website_resource_status.

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?

There is no explicit when-to-use statement and no mention of any alternative tool. The only scoping signal is the implicit 'bounded crawl sample', which tells the agent nothing about which sibling to pick for page-level checks, redirect chains, or resource status.

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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