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yelp_business_reviews

Retrieve recent Yelp reviews for any business to monitor customer feedback and reputation. Use business ID or alias to get reviews in markdown or JSON.

Instructions

Get recent Yelp reviews for a specific business.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax reviews to return
formatNo'markdown' or 'json'markdown
business_idYesYelp business ID or alias

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Install Server

TDQS

B3.4/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of disclosing behavioral traits. It mentions 'recent' and 'specific', but does not clarify sorting, review availability, invalid ID behavior, rate limits, or that this is a read-only operation. The output schema helps with return values but not runtime 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?

The description is a single, front-loaded sentence with no filler. Every word contributes to identifying the resource and scope, and it is appropriately sized for such a straightforward tool.

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 the low complexity, single required parameter, and presence of an output schema, the description is mostly complete. Minor gaps include not mentioning that yelp_business_search may be needed to obtain a business ID and not operationalizing 'recent,' but these do not severely impair correct invocation.

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 schema already documents business_id, limit, and format clearly. The description adds no extra parameter meaning beyond aligning 'specific business' with business_id, so baseline 3 is appropriate.

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?

The description states a clear verb ('Get'), a specific resource ('recent Yelp reviews'), and a scope ('for a specific business'). It naturally distinguishes itself from the sibling yelp_business_search, which finds businesses rather than reviews.

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 guidance on when to use this tool versus alternatives, such as yelp_business_search for finding the business first. The description implies use when you already have a business ID, but it does not explicitly state 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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