Ardaro Receipt Intelligence

Receipt review for expense and bookkeeping agents.

CommunityDegradedNo sign-inGlobalFreeRead-only

What it can do

  • Analyze Receipt: Extract and validate structured expense data from receipt text or a provider-neutral receipt extraction. Use when an agent needs merchant, date, tax, total, line items, confidence, du
  • Get Receipt Example: Free, fixed synthetic receipt request and expected human-review result. No user document is processed and no payment is authorized. Use this to evaluate Ardaro before any paid cal
  • Get Receipt Service Status: Check receipt-service availability, configured USDC price/network, supported inputs, size limits, retention and exact-retry policy before authorizing a paid analyze_receipt

What data it sees

Do you need an account

No: the server works without sign-in

Receipt review for expense and bookkeeping agents. Normalize merchant, date, tax, totals and line items from receipt text or structured extraction; inspect arithmetic, confidence and duplicate indicators before human review. Free fixed synthetic example with no signup or wallet. Caller-supplied analysis costs 0.25 USDC on Base via an owner-approved x402-compatible client. Not image OCR, tax advice or automatic bookkeeping. Generic MCP connectivity alone does not enable payment.

How to connect

How to connect Ardaro Receipt Intelligence to Claude

The server address to paste into Claude settings:

https://ardaro-receipt-intelligence--brent-a8er.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect Ardaro Receipt Intelligence to ChatGPT

The server address to paste into ChatGPT settings:

https://ardaro-receipt-intelligence--brent-a8er.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect Ardaro Receipt Intelligence to Cursor

The server address to paste into Cursor settings:

https://ardaro-receipt-intelligence--brent-a8er.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (3)

Raw names from tools/list. Only developers need these.

analyze_receiptExtract and validate structured expense data from receipt text or a provider-neutral receipt extraction. Use when an agent needs merchant, date, tax, total, line items, confidence, duplicate detection, and arithmetic validation before creating or reconciling an expense. The result is advisory and always requires human review. Paid tool: 0.25 USDC per accepted request. Requires an owner-authorized x402-capable client. Use get_receipt_example for a fixed free example.
get_receipt_exampleFree, fixed synthetic receipt request and expected human-review result. No user document is processed and no payment is authorized. Use this to evaluate Ardaro before any paid call.
get_receipt_service_statusCheck receipt-service availability, configured USDC price/network, supported inputs, size limits, retention and exact-retry policy before authorizing a paid analyze_receipt call. Takes empty arguments {}; no receipt, credentials or payment metadata. Free and read-only: uses cached runtime readiness, performs no external health probe, analysis, payment or tenant lookup. A successful status lookup can report ready=false; wait until ready before starting paid work. This snapshot does not guarantee a later call or prove an individual payment settled. Use get_receipt_example to inspect a fixed sample result instead.