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open_payments_state_totals

Read-onlyIdempotent

State-level Open Payments totals. Returns payment totals and average per recipient per state. Useful for state-level pharma-influence research.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax states (default 60)

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / properties / limit / maximum
      Added value: +200
    • addedInput schema / properties / limit / minimum
      Added value: +1
    • changedInput schema / properties / limit / type
      Previous value: -"number"New value: +"integer"
  2. 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, idempotentHint, openWorldHint, and destructiveHint=false, so the safety profile is covered. The description adds return content (totals and averages per state), but does not disclose pagination, auth needs, rate limits, or how the aggregation is scoped.

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?

Three short sentences, front-loaded with scope and return values, with the use case last. Nothing is padded or redundant.

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 simple aggregation tool with no output schema and one well-documented parameter, the description adequately covers what is returned and why to use it. Minor gaps remain around response structure and default limit, but the schema handles the parameter detail.

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 single 'limit' parameter is fully documented in the schema. The description adds no additional meaning about the parameter, making the baseline 3 appropriate.

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 resource (state-level Open Payments totals) and what it returns (payment totals and average per recipient per state), which implicitly separates it from national, company, and specialty siblings. However, it does not explicitly name or route against those alternatives.

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 phrase 'Useful for state-level pharma-influence research' gives a usage context, but there is no explicit when-to-use, when-not-to-use, or alternative-tool guidance versus open_payments_national_summary or other Open Payments siblings.

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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