ai.quotefirst/quotefirstai

QuoteFirst

Synced · awaiting check

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

Install

claude mcp add --transport http quotefirst https://quotefirst.ai/api/mcp

Requires: Authorization

Our take

QuoteFirst is a cost-control layer for agent work that gathers quotes from many LLMs before execution and then supports acceptance and quality verification. It is for teams managing model spend, procurement-like approval flows, or multi-model routing with explicit budget checks. The workflow is distinctive and operationally relevant, but the value depends on how accurate and current those quote comparisons remain in practice.

reviewed by hand · 2026-07-20

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Verification record

last verified: 3 days ago
in registry since: 2026-07-19

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