Parseur MCP integration
Sends documents in for parsing, explains why one came back stuck, reprocesses a batch after a template change, and routes the parsed data onward.
26actions available
Three actions you can hand over today
Every action runs live through MCP. Nothing to build, nothing to maintain.
Upload email document
Ayro uploads an email or text document to Parseur for parsing. Support processes customer documents and extracts structured data automatically.
Get document
Ayro fetches full details of a parsed document from Parseur. Support confirms extraction succeeded and reviews the results with customers.
Reprocess a document
Ayro reprocesses a document in Parseur after template fixes. Support recovers failed extractions without requiring customers to upload again.
How businesses use Parseur + Ayro
Each card is one request a support team gets, and the Parseur actions Ayro runs to close it.
Send a document in and read the fields back
Ayro uploads the email or text document to the right mailbox, retrieves it once processed with its parsed results and JSON, CSV, and XLS download URLs, and checks the schema those fields follow.
Upload Email DocumentGet DocumentGet Mailbox SchemaExplain why a document did not parse
Ayro reads the processing logs on a document with each entry's status, source, and message, checks which templates the mailbox had to match against, and skips the one that was never going to parse.
Get Document LogsList Templates for MailboxSkip a DocumentReprocess a batch after a template change
Once a template is updated, Ayro lists the documents in the mailbox, re-parses the ones that failed against the new configuration, and copies a document to another mailbox when it landed in the wrong parser.
List Documents in MailboxReprocess a DocumentCopy DocumentRoute parsed data where it needs to go
Ayro enables a paused webhook so document.processed events start firing again, changes its target URL or event type, and defines the CSV or XLS export listing exactly which fields leave the mailbox.
Enable WebhookUpdate WebhookCreate Custom Download
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 Parseur actions it has and picks the ones a request needs.
Connect Parseur
Authorize the Parseur 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 Parseur 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
Parseur · Ayro
What can you do in Parseur without me setting anything up?
These, right away:
- Create custom download
- Get bootstrap config
- Delete custom download
Great, let's start with the first one.
FAQ
Everything else about Parseur
Setup, permissions, and the limits of what Ayro can do inside Parseur.
Because only paused webhooks can be enabled. Enable Webhook works on entries in available_webhook_set; once enabled the webhook moves into webhook_set and starts POSTing to its target URL when its configured event fires, such as document.processed. Disable Webhook moves it back the other way.
Every action available in Parseur
All 26 actions your agent can call on Parseur, straight from the live MCP connection.
Copy document
Copy a document to another mailbox.
Copy mailbox
Copy a mailbox (parser) in Parseur.
Create custom download
Create a custom download (export configuration) for a mailbox.
Create mailbox
Create a new mailbox (parser) in Parseur.
Delete custom download
Delete a custom download (export configuration) from a mailbox.
Delete document
Delete a specific document by ID.
Delete mailbox
Delete a mailbox (parser) by ID.
Delete webhook
Delete a specific webhook.
Disable webhook
Disable a webhook for a mailbox.
Enable webhook
Enables a paused webhook for a specified mailbox, allowing it to receive and forward parsed document events.
Get bootstrap config
Retrieve bootstrap configuration data.
Get document
Retrieve full details of a specific document by ID.
Get document logs
Get document logs for a specific document.
Get mailbox by ID
Retrieve full mailbox (parser) configuration by ID.
Get mailbox schema
Retrieve the JSON schema for a mailbox's parsed fields.
List custom downloads
Retrieve custom downloads (export configurations) for a mailbox.
List documents in mailbox
List documents within a specific mailbox.
List mailboxes (full details)
List mailboxes (parsers) with full configuration details.
List templates for mailbox
List all templates in a given mailbox.
Reprocess a document
Reprocess a document.
Retrieve a webhook
Retrieve details of a specific webhook.
Skip a document
Skip a document.
Update custom download
Update a custom download (export configuration) for a mailbox.
Update mailbox
Update a mailbox (parser) configuration.
Update webhook
Update an existing webhook’s settings.
Upload email document
Upload an email or text document to Parseur for parsing.
The tools Parseur sits next to
Same connection, same setup. Pick the next one your team already uses.
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Intelliprint
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Pdf4me
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Uploadcare
Reads file info and custom metadata, imports files from URLs and stores them permanently, runs virus and moderation checks, and manages file webhooks.
Ready to connect Parseur?
Authorize the account and your agent has all 26 actions from the first conversation.