MoneyTools Inference Fidelity Audit MCP Server

by moneytools Your server? Claim it

answering

MoneyTools Inference Fidelity Audit is answering right now. Last checked 12 min ago. It exposes 5 tools.

Audit OpenAI-compatible / x402 inference sellers; quick check 0.005, bill check 0.003 USDC

Uptime history 43 hours of history

43 hours agonow

100.0%

Uptime 24h

91 of 91 checks

Tools

read from the server

279 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 5

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 10 November 2026. No other catalogue keeps this.

10 Nov a tool changed version3 times that day

10 Nov 2 tools changed the parameters they ask for fidelity_audit, fidelity_quick_check

and 2 more, back to 10 November 2026

Nothing serious here today

Today is the operative word: we check MoneyTools Inference Fidelity Audit every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 12 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add fidelity --transport http https://fidelity.moneytools.dev/mcp

Settings → Connectors → Add custom connector, then paste this address

https://fidelity.moneytools.dev/mcp

~/.codex/config.toml

[mcp_servers.fidelity]
url = "https://fidelity.moneytools.dev/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "fidelity": {
      "url": "https://fidelity.moneytools.dev/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "fidelity": {
      "type": "http",
      "url": "https://fidelity.moneytools.dev/mcp"
    }
  }
}

Available tools 5

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

fidelity

fidelity_audit

Audit a seller vs Cloudflare Workers AI reference. Free 2/day then 0.05 USDC. Auth header never stored.

fidelity_bill_check

Recount visible tokens vs seller usage/charge. Free 5/day then 0.003 USDC.

fidelity_models

List supported Workers AI reference models (free, read-only).

fidelity_quick_check

1-probe indicative check of a seller vs Cloudflare Workers AI reference (cheaper than a full audit). Free 3/day then 0.005 USDC via x402 (MCP: params._meta["x402/payment"]). Auth header never stored.

fidelity_report

Paid, read-only: probe catalog + supported Workers AI models + pricing snapshot. 0.001 USDC via x402 (strictly paid — no free tier).

Endpoints

URL	Transport	State	Latency	Checked
https://fidelity.moneytools.dev/mcp	streamable-http	answering	388 ms	12 min ago

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MoneyTools Inference Fidelity Audit — questions

Answers built from our own checks of this server.

What can MoneyTools Inference Fidelity Audit do?

It exposes 5 tools, read directly from the server on our last check. Among them: fidelity_audit, fidelity_bill_check, fidelity_models, fidelity_quick_check, fidelity_report. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is MoneyTools Inference Fidelity Audit working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 91 of 91 checks got a reply (100.0%), average response time 279 ms. The bar chart above shows every period we have measured.

How do I connect MoneyTools Inference Fidelity Audit?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does MoneyTools Inference Fidelity Audit need an API key?

No. MoneyTools Inference Fidelity Audit completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 5 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is MoneyTools Inference Fidelity Audit?

It answers our handshake in 279 ms on average, which is faster than 49% of all working MCP servers we measure. The comparison comes from our own checks across the whole registry, every 15 minutes.