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lzinga

US Government Open Data MCP

open_payments_top

Read-only

Find the largest pharmaceutical payments to physicians, sorted by amount. Filter by company, doctor, state, specialty, or year to discover top consulting fees, royalties, and speaking fees.

Instructions

Find the HIGHEST pharma payments to doctors — sorted by amount descending.\nUse this to find the biggest consulting fees, royalties, and speaking fees in a state or specialty.\nSupports sorting by payment amount — unlike the basic search which returns results in default order.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
companyNoCompany name: 'Pfizer', 'Stryker', 'Medtronic'
doctorNoDoctor last name
stateNoTwo-letter state: 'WA', 'CA', 'TX'
specialtyNoSpecialty: 'Orthopaedic', 'Cardio', 'Neurology'
yearNoYear (auto-discovers latest)
limitNoNumber of top results (default 20)
Behavior4/5

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

Annotations already provide readOnlyHint=true, so no need to restate. Description adds sorting behavior and scope. No hidden side effects; adequate for a read-only query tool.

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 sentences, front-loaded with purpose, each sentence adds distinct value. No waste, efficient communication.

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 low complexity, full schema coverage, and read-only annotations, description is mostly complete. Minor gap: no mention of return format or default limit, but acceptable for a simple sorted list 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% with clear parameter descriptions. Description adds no new parameter details but contextualizes usage of state and specialty. 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?

Description clearly states verb 'Find', resource 'highest pharma payments to doctors', and sorting by amount descending. Distinguishes from siblings by emphasizing sorted results vs default order in basic 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?

Explicitly says to use this tool to find biggest fees in a state or specialty. Mentions sorting capability as differentiator from basic search. Lacks explicit when-not-to-use, but 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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