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NeuralVerge Business Intelligence

Capterra product reviews

run_capterra_products_reviews

Get user reviews for a Capterra product by id or URL: rating, pros/cons, and author. 1 point per returned record.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
productYesProduct id or URL. e.g. 176586
max_itemsNoMax items (up to 500) Default: 10.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

A3.8/5.0
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 cost model ('1 point per returned record') but omits auth requirements, rate limits, and pagination behavior. For a read-only retrieval tool this is adequate but not rich.

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?

A single, well-formed sentence that front-loads the core action and packs input form and returned fields without waste. Nothing extraneous.

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 two-parameter retrieval tool with a fully documented schema and no output schema, the description covers purpose, input, returned fields, and cost. Missing only pagination/limit behavior, which is a minor gap.

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 both parameters are already documented in the schema. The description echoes 'by id or URL' for the product param but adds no syntax or format detail beyond the schema, and does not mention max_items. Baseline 3 is appropriate when the schema does the heavy lifting.

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

Purpose5/5

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

States a specific verb (get) and resource (user reviews for a Capterra product), and specifies the input form (id or URL) plus the returned fields (rating, pros/cons, author). This clearly distinguishes it from siblings like run_capterra_product and run_capterra_products_search without opening their schemas.

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?

The description implies when to use it (to obtain reviews for a product) but gives no explicit when/when-not guidance or named alternative among the many sibling review/product tools. The 'by id or URL' note hints at routing but stops short of stating prerequisites or exclusions.

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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