ai.quotefirst/quotefirst

name:ai.quotefirst/quotefirst

Get dollar quotes from 200+ LLMs before any work runs; accept, execute, and verify quality.

transport:: remote
credential class:: self-provisionable

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Tools

accept
Accept one quote on a request. The chosen model executes the task. Poll get_deliverable for the result.
shallow
estimate_cost
Deterministic cost estimate across all models for a task, without using a quote from your allowance. Optionally pass expected_output_words.
shallow
get_deliverable
Get the status and deliverable of a request. Status: quoting, quoted, executing, completed, failed.
shallow
quote
Submit a task description and receive dollar quotes from multiple frontier AI models before any work is done. Returns the request id, quotes with prices in cents, and a recommendation.
shallow
rerun
Quality guarantee: re-run a completed request once for free if its deliverable scored below 70/100 on the automated quality check. Produces a fresh deliverable with the same accepted quote.
shallow
spend
Get your QuoteFirst spend this month in cents, total and broken down by model.
shallow

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