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lzinga

US Government Open Data MCP

wb_search

Read-only

Search World Bank indicators by keyword. Retrieve data on GDP, health expenditure, life expectancy, and CO2 emissions.

Instructions

Search World Bank indicators by keyword. Examples: 'GDP', 'health expenditure', 'life expectancy', 'CO2 emissions'

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
queryYesKeywords to search for
Behavior3/5

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

Annotations already declare readOnlyHint=true, indicating a safe read operation. The description is consistent but does not add further behavioral context such as rate limits, pagination, or result format. With annotations covering safety, a score of 3 is appropriate.

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 extremely concise: two clear sentences plus example keywords. No wasted words, front-loaded with purpose, and structured for quick parsing.

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 simplicity of the tool (one parameter, read-only, no output schema), the description adequately covers its purpose and usage examples. It lacks details on return format but is sufficient for a straightforward search tool.

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 coverage is 100% and the schema describes 'query' as 'Keywords to search for'. The description adds examples but no additional semantic detail beyond the schema. Baseline 3 applies.

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 'Search World Bank indicators by keyword' with specific examples like 'GDP', 'health expenditure'. It uses a verb+resource structure and differentiates from siblings like wb_indicator and wb_compare.

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?

The description provides examples of what to search but does not specify when to use this tool versus alternatives like wb_indicator (for known codes) or wb_compare. No guidance on 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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