compare_bill_amount

shallow

io.github.costkits/costkits-mcp · Verify this server

Compares one dollar amount from a medical bill or explanation of benefits with the typical allowed-amount range (low, median, high) for the same procedure in the same US state, and says whether it is below, within or above that range, with questions worth asking the billing office. Pass amount_type 'billed' for the charge on the bill or 'allowed' for the insurer's allowed amount. Billed charges are usually higher than allowed amounts, so a high billed charge alone is not an error. Needs only the procedure, state and amount; do not send names, dates, account or member numbers.

100.0/100

1 trials · measured today

compare_bill_amount scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.costkits/costkits-mcp, measured 20 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote + stdio
Credential class
open
Category
Health
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-20100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

Embed this score

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Vouch score: compare_bill_amount
[![Vouch score](https://vouch.tools/api/tools/55781936-4a19-47b3-a576-28976ec43b15/badge.svg)](https://vouch.tools/tools/55781936-4a19-47b3-a576-28976ec43b15)
compare_bill_amount — Vouch