QuoteFirst

ai.quotefirst/quotefirst

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

healthy

status

tools exposed

994ms

connect latency

c6a7a716141e

schema fingerprint

Tools (6)

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.

Accept one quote on a request. The chosen model executes the task. Poll get_deliverable for the result.

get_deliverable

Get the status and deliverable of a request. Status: quoting, quoted, executing, completed, failed.

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.

spend

Get your QuoteFirst spend this month in cents, total and broken down by model.

estimate_cost

Deterministic cost estimate across all models for a task, without using a quote from your allowance. Optionally pass expected_output_words.

Endpoint

https://quotefirst.ai/api/mcp
Category: Other · Last checked: 2026-07-30T12:47:09Z

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How we measure →

What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.