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lzinga

US Government Open Data MCP

by lzinga

fooddata_list

Read-onlyIdempotent

Browse paged USDA food records by data type. Explore available foods without a search term, filtering by type and sorting results.

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
sortByNoSort field
dataTypeNoFilter by data type
pageSizeNoResults per page (default 25, max 200)
sortOrderNoSort direction
pageNumberNoPage number (1-based)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed1 schema field changedv2026.9.14
    • addedInput schema / properties / pageSize / default
      Added value: +25
  2. Changed1 schema field changedv2026.4.11
    • removedInput schema / additionalProperties
      Removed value: -false
  3. First observedv2026.3.9

TDQS

A4/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint, covering the safety profile. The description adds behavioral context by highlighting that results are paged and that the intended use is data-type exploration, which goes 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 filler. The main purpose is front-loaded in the first sentence, and the second sentence adds the key use-case distinction that makes the tool's role clear. Every word earns its place.

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 fully documented schema and read-only annotations, the description sufficiently covers purpose and usage for a list-browsing tool. It does not describe the output shape or pagination defaults, but those are partially covered by schema defaults and are not essential for a read-only list operation.

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 all five parameters are already documented with meanings and constraints. The description only reinforces the dataType filter and adds no additional parameter-level semantics 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?

The description states a specific action ('Browse a paged list') and resource ('foods from the USDA database'), making the tool's function clear. It also separates itself from search-oriented tools by noting it is for exploring without a specific search term, though it does not explicitly name a sibling like fooddata_search.

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 gives clear context for when to use this tool: exploring foods by data type without a specific search term. It implies the alternative is a search tool like fooddata_search, but it does not explicitly name alternatives or state when not to use it.

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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