How do I connect my Parsio account?

You just need to provide your Parsio API Key from your account settings after subscribing to the MCP on Vinkius.

What kind of files can Parsio parse?

The MCP can handle PDF files, images, and raw text or HTML content.

Can I use this with my existing templates?

Yes, you can list and use your existing Parsio templates to structure data through your AI client.

Is the data extraction real-time?

Yes, you can use synchronous capabilities for immediate extraction or asynchronous capabilities for larger files and webhooks.

Which AI clients are compatible?

This MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.

Can my AI automatically find the parsed results for a specific invoice URL?

Yes! Use the upload_file_sync capability. Provide the file URL and the Mailbox ID, and your agent will respond with the structured JSON data extracted from the document in seconds.

How do I find my Parsio API Key?

Log in to your Parsio account, navigate to Account Settings > API, and you will find your unique secret API key there.

Does it support hand-written text recognition?

Absolutely. Parsio's AI-powered OCR engine is designed to handle both printed and hand-written text from scanned images and PDFs with high accuracy.

An astronaut overseeing a futuristic data hub

Download PDF Markdown Version

Connect Parsio to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Turn unstructured files into clean, structured data instantly.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 12 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 12 available through Parsio.

01
Get parsed document result
This capability retrieves the specific extraction results from a previously parsed document.
02
Extract data from text async
This capability starts an asynchronous data extraction process from raw text.
03
Extract data from file async
This capability triggers an asynchronous extraction for large files or webhook-driven workflows.
04
Get template details
This capability fetches the metadata for a specific parsing template.

Capability set02 / 03

05-08

4 capabilities in this set.

Part of 12 available through Parsio.

05
Create mailbox
This capability sets up a new mailbox within your Parsio account.
06
List mailboxes
This capability returns a list of all your managed Parsio mailboxes.
07
List parsed data history
This capability pulls the historical record of parsed data for a specific mailbox.
08
List mailbox templates
This capability shows all the parsing templates configured for a specific mailbox.

Capability set03 / 03

09-12

4 capabilities in this set.

Part of 12 available through Parsio.

09
List mailbox webhooks
This capability retrieves the webhooks currently active for a mailbox.
10
Extract data from text sync
This capability performs an immediate, synchronous extraction from text or HTML content.
11
Extract data from file sync
This capability performs an immediate, synchronous extraction from a provided file.
12
Get mailbox
This capability fetches the configuration and details for a single mailbox.

Real work

What teams actually run

Invoice Processing

Automatically extract vendor names, totals, and dates from incoming invoice PDFs.

Expense Management

Pull receipt data into a structured format for accounting workflows.

Form Automation

Convert filled-out digital forms into JSON objects for database entry.

Mailbox Auditing

Check the status and webhook configurations of your data pipelines via chat.

Automate a task

Put Parsio to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Parsio works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Parsio to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

915ms average. Fast in production.

Parsio is checked daily against the live service.

Daily averagePeak 1000ms

Oct 3Today

Fastest day: 698ms
Slowest day: 1000ms
14-day trend: Improving-7%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 12 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Parsio, so you can see the experience inside your AI.

It does not authenticate your account with Parsio. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Parsio Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_yShmYVprqkrBa4Zva83RntWeb6xLfJgwiMMltVID/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Parsio capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "parsio-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yShmYVprqkrBa4Zva83RntWeb6xLfJgwiMMltVID/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Parsio in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Parsio owners hand off.

This MCP is built for professionals who deal with high volumes of unstructured documents and need to move that data into other systems.

01
Operations Managers
They ask the AI to pull summaries from high volumes of forms without opening new apps.
02
Finance Teams
They use the AI to extract data from invoices and receipts through natural language.
03
Developers
They trigger real-time parsing and structured data retrieval directly within their coding environment.

FAQ

Questions Parsio owners ask.

01
How do I connect my Parsio account?
You just need to provide your Parsio API Key from your account settings after subscribing to the MCP on Vinkius.
02
What kind of files can Parsio parse?
The MCP can handle PDF files, images, and raw text or HTML content.
03
Can I use this with my existing templates?
Yes, you can list and use your existing Parsio templates to structure data through your AI client.
04
Is the data extraction real-time?
Yes, you can use synchronous capabilities for immediate extraction or asynchronous capabilities for larger files and webhooks.
05
Which AI clients are compatible?
This MCP works with any MCP-compatible client, including Claude, Cursor, and Windsurf.
06
Can my AI automatically find the parsed results for a specific invoice URL?
Yes! Use the upload_file_sync capability. Provide the file URL and the Mailbox ID, and your agent will respond with the structured JSON data extracted from the document in seconds.
07
How do I find my Parsio API Key?
Log in to your Parsio account, navigate to Account Settings > API, and you will find your unique secret API key there.
08
Does it support hand-written text recognition?
Absolutely. Parsio's AI-powered OCR engine is designed to handle both printed and hand-written text from scanned images and PDFs with high accuracy.

Explore

More in Industry Titans

Connect Parsio to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get parsed document result

Extract data from text async

Extract data from file async

Get template details

05-08

Create mailbox

List mailboxes

List parsed data history

List mailbox templates

09-12

List mailbox webhooks

Extract data from text sync

Extract data from file sync

Get mailbox

What teams actually run

Invoice Processing

Expense Management

Form Automation

Mailbox Auditing

Building your own app? The connector is yours to use.

Parsio Connector

Claude Desktop

Operations Managers

Finance Teams

Developers

How do I connect my Parsio account?

What kind of files can Parsio parse?

Can I use this with my existing templates?

Is the data extraction real-time?

Which AI clients are compatible?

Can my AI automatically find the parsed results for a specific invoice URL?

How do I find my Parsio API Key?

Does it support hand-written text recognition?

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