AI Hub/MCP use cases/Best Match Receipt Finder
Use case · Moss connector

Best Match Receipt Finder

Last updated
Nov 2026
Built by
Moss Finance

Finds a transaction and its receipt from rough details like merchant, month and amount.

Receipts and documentsReceiptsCardsAccountantExpense admin
Find the receipt for the Uber Eats payment of about 120 euros in October.
Using skill · Receipt finder
Reading Moss · card transactions, invoices and reimbursements

Best match: 15 Oct 2026, Uber Eats (card), EUR 118.40

Max Weber, team Sales, Approved, receipt attached, ID 38b9f05d-bde1-44ef-b48a-6536eb255c0f. Matched: merchant, month, amount (within 2%). Not given: purpose.

Receipt: 2026-10-15-UBER-EATS-118.40-EUR-M-WEBER.pdf (download link issued, valid 5 minutes)

Other candidate: 08 Oct 2026, Uber Eats, EUR 92.60, Max Weber, receipt attached (amount does not fit)

To escalate: Sure: high. Merchant, month and amount match, and the only other October payment is EUR 92.60.

1 best match · 1 other candidate · receipt link issued
Example using sample data · Claude + Moss MCPAnswered in 12 seconds

What it does

When someone asks where the receipt for a payment is and you only remember part of it, this prompt searches cards, invoices and reimbursements fast with a rough match, ranks the candidates and gives you the file of the best one.

Use it for day-to-day questions and quick checks before approval.

Prompt

Copy the prompt, then replace the highlighted placeholders in your AI assistant.

Receipt Finder: Use Moss MCP
Use AskUserQuestion (clickable multiple choice) to collect [inputs] first. Offer my real entities from Moss as options. Ask me to type names, dates and numbers in chat. If I pick Other, ask again for the exact value.

INPUTS
• Entity: [choose an entity or All entities]
• Merchant or supplier: [type the name or part of the name]
• Time frame: [month or rough period]
• Amount: [type an exact or approximate amount]
• Other clues: [type a person, team or purpose, optional]
• Delivery: [answer in chat, file link and/or file]

RULES
• Look at card transactions, invoices and reimbursements in Moss.
• Match names by part, ignoring upper and lower case, and allow about 10% on the amount.
• If nothing fits, widen the time frame and amount range.

OUTPUT
• The best match with transaction ID, date, merchant or supplier, amount, person, status and receipt status, and which of my details matched.
• Up to 4 other candidates.
• The receipt file of the best match as a file link or a file, if chosen, or a note if there is none, and how sure you are.
For whoever sets it up

Set it up

Connect Moss once, then copy the prompt or save it as a skill. Each takes about two minutes.

1

Connect Moss to your AI assistant

Once · about 2 minutes

Add the Moss connector and sign in with your Moss account.

Step 1 of 4 · illustration

On a team or enterprise plan, a workspace admin may need to allow custom connectors before you can add Moss.

2

Choose how you use it

Pick one

Copy the prompt for a quick run, or save it as a skill so Claude runs it the same way every time.

  1. Copy the prompt from this page.
  2. Paste it into a new chat with Moss MCP switched on.
  3. Replace the highlighted placeholders and send.

Check a few transactions through the Moss links before you send any reminders.

How MCP works

MCP is an open standard that lets your LLM look things up in other tools. The Moss MCP gives it read access to your Moss data, so it answers from your real numbers.

01 · Connect

Link Moss to your LLM once

You sign in with your Moss account. After that, your LLM can reach Moss whenever you ask.

02 · Ask

Use a prompt in plain English

Your LLM asks the Moss MCP for what it needs, such as expenses, budgets, bank transactions or receipt files.

03 · Get

An answer from your own data

Lists, summaries and drafts based on what is in Moss. Nothing in Moss is changed.

What MCP can see

You stay in control. The Moss MCP only reads data. It can't change or pay anything.

It canIt can't
Read card transactions and their receipt statusChange, approve or delete anything
Read cardholders, teams and entitiesMake payments or move money

FAQ

Yes, for the data. The connector reads your own Moss data, so you need a Moss account.

Goes well with