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lzinga

US Government Open Data MCP

fooddata_list

Read-only

Browse USDA foods in a paged list filtered by data type (Foundation, Branded, SR Legacy, FNDDS). Explore available foods without a specific search term.

Instructions

Browse a paged list of foods from the USDA database. Useful for exploring available foods by data type without a specific search term.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dataTypeNoFilter by data type
pageSizeNoResults per page (default 25, max 200)
pageNumberNoPage number (1-based)
sortByNoSort field
sortOrderNoSort direction
Behavior3/5

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

Annotations already declare readOnlyHint=true, and the description's 'Browse' is consistent. No additional behavioral traits (e.g., rate limits, data freshness) are disclosed beyond what annotations provide.

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?

Two sentences with no wasted words. The first sentence front-loads the purpose, and the second adds usage context.

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?

The description mentions pagination ('paged list') and the schema covers parameters thoroughly. No output schema exists, but for a list tool, the description and schema together provide sufficient completeness. Could optionally note that results are returned in pages controlled by pageSize/pageNumber.

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% with descriptions for all 5 parameters. The description does not add extra meaning beyond the schema, so 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 'browse' and the resource 'paged list of foods from the USDA database', and distinguishes it from sibling tools like fooddata_search by noting it's for exploring without a specific search term.

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 explicitly states it's useful for exploring without a search term, implying when to use it vs. fooddata_search. It doesn't provide explicit 'when-not-to-use' 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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