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yelp_search_businesses

Find businesses on Yelp by search term, location, or coordinates. Filter results by categories and limit number.

Instructions

Search for businesses on Yelp.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
termNo
locationNo
latitudeNo
longitudeNo
categoriesNo
limitNo
api_keyNo
Behavior2/5

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

No annotations provided. The description does not disclose any behavioral traits such as authentication requirements, rate limits, pagination, or what happens with no results. For a search tool, this is a significant gap.

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

Conciseness3/5

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

The description is a single short sentence, which is concise but sacrifices informativeness. It could be expanded to cover key details without being verbose. It is not structured with front-loaded key information.

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

Completeness1/5

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

Given the tool's complexity (7 parameters, no output schema, no annotations), the description is severely lacking. It does not explain return values, pagination, how to filter, or prerequisites. Extremely incomplete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters1/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The description adds no meaning beyond the input schema. The schema has 7 parameters with types but no descriptions, and the description provides no clues about parameter roles, required combinations, or format (e.g., location vs lat/lng). Schema coverage is 0%.

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

Purpose3/5

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

The description clearly states the verb 'Search' and resource 'businesses on Yelp', but lacks specifics on what makes it distinct from sibling tools like yelp_get_business or yelp_search_events. It is adequate but generic.

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

Usage Guidelines1/5

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

No guidance on when to use this tool versus alternatives. No mention of typical use cases, exclusions, or when to prefer other Yelp tools like yelp_autocomplete or yelp_get_reviews.

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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