Taggun MCP integration
Reads a receipt the moment it arrives, extracts merchant, totals, tax, and line items, and keeps the registries it matches against current.
14actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Process receipt via URL
Ayro pulls structured data from a receipt image using OCR when given a web link. Teams get merchant and amount details without manual data entry.
Transcribe receipt file (simple)
Ayro extracts key data like merchant name, total, tax, and date from an uploaded receipt. Agents instantly have information needed to verify purchases or process refunds.
Transcribe receipt from base64 encoded image
Ayro reads receipt details from base64-encoded image data sent by a customer. Support agents can validate transactions and settle disputes on the spot.
How businesses use Taggun + Ayro
Each card is one request a support team gets, and the Taggun actions Ayro runs to close it.
Turn a receipt image into structured fields
Ayro runs the attached receipt or invoice through OCR and returns merchant, date, total, tax, and line items with confidence scores, rather than a photo somebody has to retype into a form.
Process Receipt via URLTranscribe Receipt File (Simple)Transcribe Receipt from Base64Check a receipt is readable before it enters a claim
Ayro validates the submitted URL and reads the per-field confidence levels, so an unreadable image or something that is not a receipt at all gets flagged before it reaches finance.
URL ValidationURL VerboseTranscribe Receipt Encoded VerboseLoad your own merchant and product lists into the model
Ayro imports the merchant, product code, and category files your team maintains, so extracted receipts normalise to the names and codes your finance systems already recognise.
Import Known MerchantsImport Known Product CodesImport Product CategoriesExport the registries for an audit or a downstream sync
Ayro pulls the current merchant, product code, and category registries as CSV, so another system can be reconciled against what Taggun is actually matching receipts on.
Export Known MerchantsExport Known Product CodesExport Product Categories
How it works
Get started in 3 steps
Connect once, then just ask. There is no workflow builder to learn and nothing to maintain — Ayro reads the Taggun actions it has and picks the ones a request needs.
Connect Taggun
Authorize the Taggun account your team already uses — one consent screen, no API keys, no mapping tables. Ayro can only do what you granted that account, and you can disconnect it at any time.
Tell your agent what you need
Describe the job the way you would hand it to a teammate. Ayro maps it to the Taggun actions that close it and chains as many as the request needs.
Watch it work
The agent runs the actions inside the conversation the customer is already in, so nobody copies data between tabs and your team can take over at any point.
Get started free
Taggun · Ayro
What can you do in Taggun without me setting anything up?
These, right away:
- Add merchant name
- Export known merchants
- Export known product codes
Great, let's start with the first one.
FAQ
Everything else about Taggun
Setup, permissions, and the limits of what Ayro can do inside Taggun.
Not immediately. Add Merchant Name trains your account's own model with the keyword, and Taggun applies model changes daily, so the improvement shows on the next day's receipts rather than the one being processed right now.
Every action available in Taggun
All 14 actions your agent can call on Taggun, straight from the live MCP connection.
Add merchant name
Add a merchant name keyword to your account's model for predicting merchant names.
Export known merchants
Export the complete list of known merchants used for merchant name normalization in Taggun.
Export known product codes
Export the complete list of known product codes used for product normalization and matching in Taggun.
Export product categories
Export a list of product categories and descriptions used for product categorization in CSV format.
Generate merchants CSV
Generate a CSV file with mock merchant data for testing purposes.
Import known merchants
Import a list of merchant names and addresses to normalize and match in CSV or TSV format.
Import known product codes
Import a list of product codes in CSV or TSV format for normalization and matching.
Import product categories
Import a list of product categories and descriptions for product categorization.
Transcribe receipt from base64 encoded image
Extract structured data from a receipt or invoice using base64 encoded image data.
Transcribe receipt encoded verbose
Transcribe a receipt using base64 encoded image in JSON payload and return detailed results.
Transcribe receipt file (simple)
Upload a receipt or invoice image file and extract basic data including merchant name, total amount, tax amount, and date.
Process receipt via URL
Extract structured data from a receipt or invoice image using OCR.
URL validation
Extract and validate receipt data from a URL.
URL verbose
Process a receipt or invoice from a URL for detailed data extraction.
The tools Taggun sits next to
Same connection, same setup. Pick the next one your team already uses.
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Ready to connect Taggun?
Authorize the account and your agent has all 14 actions from the first conversation.