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full_estimate

Read-only

One call chaining procedure ontology + cost + providers + patient liability. Cheapest way (one metered request) to get the complete picture. Use fields to request a subset; liability requires the plan_* inputs.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stateYes2-letter US state code
fieldsNoWhich services to include (default: all)
procedureYesProcedure slug or plain name
plan_oop_maxNo
plan_oop_metNo
plan_deductibleNo
plan_coinsuranceNoFraction, e.g. 0.2
plan_deductible_metNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already establish readOnly/non-destructive/closed-world, so the bar is low. The description adds genuinely new context: that the call is metered (a cost/billing trait) and that liability output is gated on supplying the plan_* inputs. It says nothing about size of response or latency for an eight-parameter aggregate.

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 tight sentences, front-loaded with the composite purpose before the cost rationale and the parameter caveat. Every sentence carries weight, though 'get the complete picture' is slightly redundant with the first sentence's enumeration.

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

Completeness3/5

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

For an eight-parameter aggregating tool with no output schema, the description does not describe the shape of the returned composite (how procedure/cost/providers/liability are bundled). It covers the fields selector and liability prerequisites, but return-value expectations rest on inference.

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%: state, procedure, fields, and plan_coinsurance are documented, but plan_oop_max, plan_oop_met, plan_deductible, and plan_deductible_met are undocumented in both schema and description. The description partially compensates by grouping them as 'plan_* inputs' and tying them to the liability field, which is the right signal but not full 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 a concrete composite behavior: chaining procedure ontology, cost, providers, and patient liability into a single call, which lets an agent distinguish it from the narrower siblings like estimate_procedure_cost, find_providers, and calculate_liability. It stops short of naming those siblings explicitly, so differentiation must be inferred.

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?

It gives a clear selection rationale ('cheapest way (one metered request) to get the complete picture') and a conditional rule for the liability portion ('liability requires the plan_* inputs'). It does not state when to prefer a narrower sibling instead, so the guidance is strong but not exhaustive.

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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