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miqui

yelp-mcp-sdk

by miqui

get_business_reviews

Read-onlyIdempotent

Need customer opinions on a Yelp business? Get ratings, comments, and reviewer info with pagination (up to 50 reviews per call).

Instructions

Retrieve user reviews for a specific Yelp business. Use when the user wants to read customer opinions: ratings, comments, and reviewer info. Returns up to 50 reviews per call. Use offset to paginate; total field shows how many reviews exist.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
business_idYesYelp business ID or alias. Obtain from search_businesses, find_business_by_phone, or match_business.
localeNoBCP 47 locale to filter by language, e.g. 'en_US'.
sort_byNoSort: 'yelp_sort' (default), 'newest', 'oldest', 'highest_rated', 'lowest_rated'.
limitNoReviews per page (1–50, default 20).
offsetNoZero-based offset for pagination.
Behavior4/5

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

Description adds behavioral context beyond annotations: returns up to 50 reviews, use offset for pagination, total field shows total count. Annotations already indicate readOnly and idempotent, so the description adds useful operational details.

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?

Three concise sentences with front-loaded purpose, then usage guidance, then behavioral trait. No wasted words; each sentence adds distinct value.

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?

Given no output schema, description covers return fields (ratings, comments, reviewer info) and pagination. Mentions total field. Missing default sort or result structure, but overall adequate for a read-only tool with rich schema descriptions.

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 coverage is 100%, so baseline is 3. Description adds minimal extra meaning: mentions pagination via offset and limit, and that total field exists. Does not elaborate on sort_by or locale beyond what schema already provides.

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?

Clearly states it retrieves user reviews for a specific Yelp business, with details on ratings, comments, and reviewer info. Distinguished from sibling tools like search_businesses or get_business which serve different purposes.

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?

Explicitly says 'Use when the user wants to read customer opinions' and describes return content. Provides pagination limits (up to 50) and offset usage. Does not explicitly mention when not to use, but the sibling context makes it clear.

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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