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Akute Health MCP by usefulapi

List patient observations

akutehealth_list_observations
Read-only

A patient's vital signs (default) or laboratory results: name, value, unit, date, LOINC code. At most 100 are returned. GET /observations.

Input Schema

NameRequiredDescriptionDefault
categoryNoDefault vital-signs.
patient_idYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.7/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false and openWorldHint=true, so the safety profile is covered. The description adds genuinely useful behavioral detail beyond that: a hard cap of 100 results, the default category behavior, and the underlying endpoint. It does not disclose what happens beyond the 100 cap (pagination/truncation).

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

Conciseness4/5

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

Three short, front-loaded clauses: what is returned, the result cap, and the endpoint. No filler, though the bare 'GET /observations' adds little for an agent that already has the tool name.

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?

With no output schema, the description carries the return-shape burden and does so by listing the fields (name, value, unit, date, LOINC code). The 100-result cap and category default cover the key calling constraints; only pagination/truncation behavior is left unstated.

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 50% — category is documented (default vital-signs) while patient_id has no description. The description reinforces the category default and clarifies the returned fields, which helps, but adds nothing about the patient_id format or constraints. Baseline 3 is appropriate given partial schema coverage.

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 names the specific resource (a patient's observations) and enumerates what those observations contain (vital signs or laboratory results with name, value, unit, date, LOINC code). It is clearly distinguishable from siblings like list_medications or list_allergies, though it never explicitly contrasts with them.

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?

Usage is implied by the patient-scoped framing and the stated default (vital-signs), so an agent can infer this returns observation data for one patient. There is no explicit when-to-use guidance, no conditions, and no mention of alternatives for retrieving labs vs vitals other than the category parameter.

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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