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MCP live v1.0.0 MCP 2025-03-26 streamable-http

QuoteFirst

ai.quotefirst/quotefirst

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

Uptime
100.0%
1 direct probes · 30d
Response
472ms
last probe
Tools
6
callable
Resources
0
readable
Prompts
0
available
Primary URL
https://quotefirst.ai/api/mcp

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

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.

How to use

Add to your Claude Desktop / Cursor / Cline MCP config:

{
  "mcpServers": {
    "quotefirst": {
      "url": "https://quotefirst.ai/api/mcp",
      "transport": "streamable-http"
    }
  }
}