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NeuralVerge Business Intelligence

Trustpilot

run_trustpilot

Get full Trustpilot business profile by domain or URL: rating breakdown, claim status, and reply behavior. Flat 5 points per successful run.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
businessYesBusiness domain or Trustpilot URL. e.g. hubspot.com

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changed
    • changedInput schema / properties / business / description
      Previous value: -"Business domain, Trustpilot review URL, or the company's website URL, e.g. hubspot.com."New value: +"Business domain or Trustpilot URL. e.g. hubspot.com"
  2. Added

TDQS

B3.4/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden. It usefully discloses a flat cost of 5 points per successful run and lists the returned data, but it omits whether the operation is read-only, authentication requirements, rate limits, or error behavior.

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

Conciseness5/5

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

Two tightly written sentences with the core purpose and return contents front-loaded, followed by the cost note. No filler or repetition.

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

Completeness4/5

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

For a simple one-parameter tool with no output schema, the description covers the input, the output contents, and the cost. It falls short only in not routing among the sibling Trustpilot tools.

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?

Schema description coverage is 100%, so the single 'business' parameter is already documented with examples. The description restates 'by domain or URL' without adding format details or edge cases, matching the baseline for full schema coverage.

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 specific verb ('Get') and resource ('full Trustpilot business profile'), and enumerates the profile contents (rating breakdown, claim status, reply behavior). It implicitly separates this from run_trustpilot_reviews and run_trustpilot_search, but does not name or explicitly exclude those siblings.

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?

Provides no when-to-use guidance, prerequisites, or alternatives. The only routing signal is the tool name and the phrase 'business profile,' with no explicit direction to choose this over run_trustpilot_reviews or run_trustpilot_search.

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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