MoneyTools Inference Fidelity Audit

dev.moneytoolsPublished by moneytools.devOfficial publisherv1.0.9Updated Nov 11, 2026

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

The publisher's own server: MoneyTools x402 agent toolkit

VerifiedStreamable HTTPWeb executableSecurity & Monitoring AI & ML

Server details

Identifier: dev.moneytools/fidelity
Transport: Streamable HTTP
Runtime: Web executable
Trust: Verified
Published: Nov 11, 2026

Security note

MCP servers receive tool arguments from a conversation and may perform external actions. Review what a server can do before you enable it, and give it only the access it needs.

The registry verified that this server's namespace belongs to moneytools.dev, which also runs its endpoint. That identifies the publisher; it does not make the server's tools safe.

SourceWeft's checks cover whether the listing is complete and the endpoint answered; they do not review the server's code or what its tools do.

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Overview

AI-generated overview

Audits OpenAI-compatible inference sellers against a Cloudflare Workers AI reference, with quick checks, token bill recounts and model listings.

What you can do: List supported Cloudflare Workers AI reference models
Run a full audit of a seller endpoint and model against the reference, with an optional auth header
Run a cheaper single-probe indicative check of a seller
Recount visible tokens against a seller's reported usage and charge
Fetch a paid read-only snapshot of the probe catalog, supported models and pricing
When to use it: Useful when you want to sanity-check an OpenAI-compatible or x402 inference seller before relying on it, or when a seller's reported token usage and charges look suspicious and you want an independent recount.
Requirements: Remote streamable HTTP endpoint; no account, API key or environment variables are declared. Paid calls are settled in USDC via x402, so a compatible wallet or payment mechanism is needed; free daily allowances apply to some tools. The audited seller's endpoint and model must be supplied, plus an optional auth header.

Before you install

Several tools cost money in USDC per call after small free daily allowances, and fidelity_report has no free tier. You pass the audited seller's auth header to the server; it states the header is never stored, but it is still transmitted to a third party. Verdicts are comparative statements against the Cloudflare Workers AI reference, not official verification, so treat them as indicative.

Installation

In SourceWeft

Open MoneyTools Inference Fidelity Audit in the dashboard and add it to a workspace.
Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/dev.moneytools%2Ffidelity/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "moneytools-inference-fidelity-audit": {
      "type": "http",
      "url": "https://fidelity.moneytools.dev/mcp"
    }
  }
}

Tools

fidelity_report

Fidelity report (paid)

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

Takes no parameters.

fidelity_audit

Fidelity audit

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

ParametersmodelrequiredapiKeyendpointrequiredauthHeader

fidelity_quick_check

Quick fidelity 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.

ParametersmodelrequiredendpointrequiredauthHeader

fidelity_bill_check

Bill check

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

ParametersmodelrequestresponserequiredchargedUsdpriceTablechargedAtomic

fidelity_models

Supported models

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

Takes no parameters.

Version history

v1.0.9LatestNov 11, 2026

Score

72% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

Reached in the last 30 daysRequired25 pts
Auth declaredRequired10 pts
Tools listedRequired15 pts
DescriptionRequired15 pts
Logo10 pts
Publish an icon in the registry entry.
Documentation15 pts
Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.
LicenseNot applicable
A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.