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NearIQ

NearIQ MCP Server

Official
by NearIQ

search_businesses

Search public business listings by name, category, or location to identify competitors for competitive intelligence tracking.

Instructions

Search public business listings by name, category, or location before adding a competitor.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax results (default 8)
queryYesBusiness, category, or location search query
Behavior2/5

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

No annotations are provided, so the description carries full burden. It does not disclose behavioral traits such as read-only nature, authentication needs, or rate limits. The description only states that it searches public listings, which implies no side effects but lacks detail.

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, well-structured sentence that is front-loaded with the key action. Every word serves a purpose, and there is no redundant or extraneous information.

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

Completeness3/5

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

For a simple search tool with no output schema, the description is adequate. It explains the purpose and usage context, but does not describe the return format or pagination behavior. Given the tool's simplicity, it meets minimum viability.

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 baseline is 3. The description adds marginal value by mentioning the search fields (name, category, location) that correspond to the 'query' parameter, but does not provide additional meaning beyond the schema.

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 'public business listings', and specifies scoping by name, category, or location. It also includes a usage hint about being used before adding a competitor, which distinguishes it from sibling tools.

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 provides clear context that this tool should be used before adding a competitor, implying a sequential workflow. It does not explicitly exclude alternatives, but the phrasing gives a clear usage hint.

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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