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Uganda Online Business Directory

search_businesses

Read-only

Search the Muyiribi Uganda business directory by keyword, category, and/or district, and show the matches as a card list.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of results, 1 to 5
keywordNoSeveral plain words describing what is needed, e.g. 'tv lcd repair'. Any word can match; listings matching more words rank higher. Not a phrase.
categoryNoExact category name from list_categories. Use it when the request fits a category. Optional.
districtNoDistrict name, e.g. Kampala

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true and destructiveHint=false, so the safety profile is covered. The description adds only the output presentation ('card list'); it says nothing about result limits, ranking behavior, or empty-result handling beyond what the schema states.

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?

A single sentence, front-loaded with the action and resource, with no filler or repetition.

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?

For a read-only search with fully documented parameters and annotations covering the safety profile, the description supplies enough to invoke the tool correctly. It is slightly thin on how the filters combine and how results are ranked, but nothing critical is missing.

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 explains keyword matching, category source, district, and the 1-5 limit. The description merely restates the three filter dimensions and adds no syntax or format detail beyond the schema.

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

Purpose4/5

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

States a specific verb (Search) and resource (Muyiribi Uganda business directory) plus the filter dimensions (keyword, category, district) and the output form (card list). It separates itself from the siblings in practice, though it never names get_business or list_categories explicitly.

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

Usage Guidelines3/5

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

The description implies usage by listing the filter axes and noting 'category' should come from list_categories, but it never says when to choose this tool over get_business or list_categories, nor when it is inappropriate (e.g. exact single-business lookup).

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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