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lzinga

US Government Open Data MCP

open_payments_by_hospital

Read-only

Retrieve total pharmaceutical payments made to teaching hospitals, grouped by institution, to identify potential conflicts of interest.

Instructions

Get payments grouped by teaching hospital. Shows total pharma payments to teaching hospitals — useful for identifying institutional conflicts of interest.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of hospitals (default 20)
Behavior3/5

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

Annotations already declare readOnlyHint=true, and the description aligns by saying 'Shows'. No additional behavioral traits (e.g., pagination, 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 are extremely concise and front-loaded with the key action and resource, leaving no wasted words.

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 tool is simple with one optional parameter and no output schema. The description adequately conveys the purpose and use case, though it could mention the output format or fields returned.

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 a clear description for the 'limit' parameter. The description does not add any new meaning beyond what the schema already provides.

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 uses a specific verb 'Get' and resource 'payments grouped by teaching hospital', clearly distinguishing it from siblings like open_payments_by_company or open_payments_by_physician.

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 implies usage for identifying institutional conflicts of interest but does not explicitly state when to use this tool versus alternatives or 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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