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miqui

yelp-mcp-min

by miqui

search_businesses

Read-only

Find businesses on Yelp by term, location, or both. Filter by category, price, open status, and more, with paginated results including ratings and addresses.

Instructions

Search Yelp for businesses matching a term, location, or both.

Use this tool when the user wants to discover businesses — restaurants, services, shops, entertainment — in a given area. It supports free-text search, geo coordinates, category filters, price tiers, open-now filtering, and pagination.

Supply at least one of: location, or both latitude + longitude.

Returns a list of matching businesses with ratings, review counts, price tier, address, and a Yelp URL. The 'total' field indicates how many results exist in the full result set; use 'offset' to paginate.

Raises ValueError when neither location nor coordinates are provided.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYesParameters for search_businesses.

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
businessesNo
totalNo
regionNo
Behavior5/5

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

The description adds value beyond annotations by detailing the return format (ratings, review counts, price tier, address, Yelp URL), pagination via 'offset', and error handling (ValueError when missing location/coordinates). Annotations already indicate read-only and open-world hints, and the description does not contradict them.

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 concise (about 10 sentences), front-loaded with the purpose, and every sentence contributes meaningful information. No redundancy or fluff.

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

Completeness5/5

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

Given the tool's complexity (many parameters, filters, pagination) and the existence of an output schema, the description covers the core functionality, usage prerequisites, return structure, and a common error. It is complete enough for an agent to use correctly.

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?

With 100% schema description coverage, the schema already documents all parameters thoroughly. The description provides a helpful summary and usage guidance but does not add significant new meaning beyond the schema. 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 clearly states the verb 'search' and the resource 'Yelp businesses', and specifies matching by term, location, or both. It distinguishes itself from sibling tools like find_business_by_phone and get_business, which are for specific lookups.

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?

The description explains when to use this tool ('when the user wants to discover businesses'), lists supported features, and specifies prerequisites ('Supply at least one of: location, or both latitude + longitude'). It does not explicitly exclude alternatives, but the context is 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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