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TestWell Lab Tests

Recommend tests for goals or symptoms

recommend_tests
Read-onlyIdempotent

Suggest TestWell panels and tests for stated health goals (e.g. 'annual checkup', 'heart health', 'TRT monitoring') and/or symptoms (e.g. 'fatigue', 'hair loss'). Prefers a curated pre-built panel when one fits; otherwise assembles individual tests within a budget. Educational matching, not a diagnosis.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
goalsNoHealth goals, e.g. ['energy', 'thyroid']
budgetNoBudget band: low ≈ $80, medium ≈ $200, high ≈ $400
symptomsNoSymptoms, e.g. ['always cold', 'weight gain']

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, so the agent knows this is safe and non-destructive. The description adds meaningful behavior: the tool prefers a curated pre-built panel when one fits, otherwise assembles individual tests within a budget. This goes beyond the annotations and helps set expectations.

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 focused sentences, with the primary purpose stated first, followed by behavioral preference and a safety/boundary note. Every sentence earns its place; there is no filler or repetition of schema details.

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 the tool's moderate complexity, no required parameters, and no output schema, the description covers the key invocation details: input types, decision logic, budget constraint, and educational intent. A small gap is that it does not describe what kind of result the agent should expect, but this is not critical for selection and invocation.

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 parameters are already well documented in the schema. The description reinforces the meaning of goals, symptoms, and budget with examples and context, but does not add significant new parameter semantics 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 ('Suggest'), names the resource ('TestWell panels and tests'), and identifies the exact trigger inputs (health goals and symptoms). It also distinguishes its matching behavior from the sibling tools by describing the preference for pre-built panels and an educational, non-diagnostic nature.

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 gives clear usage context: call this when the user states goals and/or symptoms and wants test recommendations. It also adds an important boundary ('Educational matching, not a diagnosis'). It does not explicitly name alternative sibling tools like search_tests or list_panels, so it misses the opportunity to rule them out directly.

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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TDQS

A4.2/5.0
Disambiguation4/5

Each tool has a distinct primary purpose, but compare_prices and compare_provider have overlapping comparison themes that could lead to misselection if an agent is not careful. The descriptions provide enough context to differentiate them, but the boundary between searching for a test and getting its full detail could also cause minor confusion.

Naming Consistency5/5

All tool names follow a clear verb_noun pattern with consistent snake_case formatting (e.g., calculate_free_testosterone, compare_prices, get_test, list_panels). The naming style is uniform and predictable across the entire set.

Tool Count5/5

13 tools is a well-scoped count for a lab test service covering search, details, pricing, reference ranges, interpretation, comparisons, and educational guides. Each tool earns its place without feeling redundant or bloated.

Completeness5/5

The tool set covers the full user journey: searching and viewing tests, panels, pricing and ordering quotes, reference ranges, interpretation, unit conversion, and finding draw sites. There are no obvious dead ends or significant missing operations for the stated purpose of a consumer-facing lab test information and ordering service.

Resources