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Pillwise

List packages

get_packages
Read-onlyIdempotent

The package NDCs that belong to a Pillwise drug id.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
idYesA Pillwise drug id, like pw_d_….
as_ofNoOptional. Answer as of this day (YYYY-MM-DD) or instant (RFC 3339), within retained snapshots.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior2/5

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

Annotations already declare readOnlyHint, idempotentHint and openWorldHint=false, so the safety profile is covered. The description adds nothing behavioral beyond that: no note on how snapshots work with as_of, no hint about result size or ordering, and no indication of what a 'package' record contains.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is a single short clause with no waste, but it is a sentence fragment without a verb and no front-loaded imperative like 'List the...'. Brevity here shades into under-specification rather than efficiency.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

There is no output schema, so the description carries the burden of explaining what comes back, yet it only names 'NDCs' without describing fields, cardinality, or formatting. Combined with no usage guidance and no behavioral detail, an agent is left guessing about the return payload for a 2-parameter 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 description coverage is 100%, so the schema already documents both id (Pillwise drug id format) and as_of (day or RFC 3339 instant within retained snapshots). The description merely echoes the schema's id concept and adds no syntax or constraint detail, so the baseline of 3 applies.

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 exactly what is returned (the package NDCs) and the keying concept (a Pillwise drug id), so the verb+resource is inferable even though the verb itself only appears in the title. It does not explicitly contrast with siblings like lookup_ndc or get_drug, which also deal with drug/NDC data.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no statement of when to call this versus alternatives – notably lookup_ndc, which operates on NDCs directly, or get_drug, which may also return drug-level data. The requirement of a Pillwise drug id faintly implies the precondition, but nothing is stated about exclusions or preferred order of calls.

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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