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Glama

Pricing Estimate

get_pricing_estimate
Read-onlyIdempotent

Quick directional estimate for one or more CPT codes. Prefers observed national market pricing derived from hospital price-transparency data, but falls back to a broad CPT-range heuristic when observed pricing is missing. Use this for a fast ballpark total. For source-grounded market benchmarks or hospital-specific source-labeled prices, prefer get_market_pricing or get_hospital_pricing.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
zip_codeNoZIP code for regional pricing (defaults to national average)
procedure_codesYesCPT procedure codes to price (e.g. ["99213", "85025"])

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
zipCodeYes
disclaimerYes
proceduresYes
provenanceYes
estimatedCostYes
containsHeuristicEstimatesYes

TDQS

A4.5/5.0
Behavior4/5

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

Annotations already declare read-only and idempotent behavior. Description adds value by detailing data source preference (observed pricing) and fallback heuristic, which is beyond annotation coverage. No contradictions.

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, each distinct and valuable: purpose, behavioral details, and usage guidance. No fluff, efficiently conveys key information.

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

Completeness5/5

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

For a simple read-only estimate tool with output schema present, description covers purpose, data sources, fallback, and usage alternatives. No critical missing information.

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?

Input schema has 100% description coverage, providing clear parameter definitions. Description adds little beyond mentioning CPT codes and regional pricing, not compensating for gaps since schema is already complete.

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 it provides a quick directional estimate for CPT codes using observed data with a fallback heuristic. Explicitly distinguishes itself from sibling tools by advising when to use get_market_pricing or get_hospital_pricing.

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

Usage Guidelines5/5

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

Explicitly says 'Use this for a fast ballpark total' and advises preferring alternative tools for specific needs, providing clear when-to-use and when-not-to-use guidance.

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

A4.4/5.0
Disambiguation5/5

Each tool has a clearly distinct purpose: search tools cover different entities, pricing tools cover different scenarios (hospital, market, estimate), and the explanation and update tools are unique. No two tools overlap in function.

Naming Consistency4/5

Most tools follow a verb_noun pattern (get_, search_, explain_, suggest_, submit_), which is clear and predictable. However, the verbs are not uniform across all tools (e.g., 'get' vs 'search' for lookups), introducing slight inconsistency.

Tool Count5/5

With 12 tools, the server is well-scoped for healthcare pricing. Each tool serves a necessary function—search, pricing variations, profile, explanation, and updates—without excess or deficiency.

Completeness5/5

The tool surface covers the full workflow: entity/code searching, multiple pricing queries, price source explanation, entity profiles, and update submissions. No obvious gaps for the intended domain.