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capterra_reviews

Read-only

Returns a page of normalized Capterra reviews (author, headline, rating) plus the product's aggregate rating. Credential-free public Capterra data, rendered from the reviews page through proxied browser renderers. product_id: Capterra product id, the numeric id in a /p/{id}/{slug}/ URL, e.g. 135003. Use capterra_product to get a Capterra product.

Input Schema

NameRequiredDescriptionDefault
pageNo1-based result page, default 1.
product_idYesCapterra product id, the numeric id in a /p/{id}/{slug}/ URL, e.g. 135003.

Output Schema

NameRequiredDescriptionDefault
dataYesThe tool result payload (shape varies per tool; see each tool's docs resource).

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.1/5.0
Behavior4/5

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

Annotations already establish readOnlyHint and openWorldHint, and the description adds useful context: 'Credential-free public Capterra data, rendered from the reviews page through proxied browser renderers', hinting at public/no-auth access and a proxied-render retrieval path. It omits rate limits, pagination bounds, or failure modes, so it is good but not exhaustive.

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?

Front-loaded with the core purpose and output fields, then the retrieval mechanism, then parameter guidance. Slightly verbose because the product_id explanation repeats the schema text, but nothing is wasted overall.

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?

An output schema exists so return values need not be explained, and annotations cover the safety profile, leaving the description adequate. It could be more complete by clarifying pagination behavior or when to route to capterra_search.

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; the description's product_id explanation ('the numeric id in a /p/{id}/{slug}/ URL, e.g. 135003') duplicates the schema verbatim and adds nothing new. The page parameter is not addressed in the description.

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 and resource ('Returns a page of normalized Capterra reviews ... plus the product's aggregate rating') and even enumerates the returned fields (author, headline, rating). It is clearly distinguishable from capterra_product and capterra_search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives a clear prerequisite path by naming 'Use capterra_product to get a Capterra product', which tells the agent how to obtain the required product_id. It does not, however, state when to prefer this over capterra_search or how it relates to other review sources.

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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