What types of documents can I parse?

The MCP supports parsing several document types, including resumes, invoices, receipts, and passports. You can also upload general PDFs or images for data extraction.

Is the data I get structured?

Yes. The goal is to move beyond simple text extraction. The MCP provides structured JSON data, which means the information is organized and ready for immediate use in your applications.

How do I check if a document finished processing?

You can use the capabilities to list documents in a workspace, which shows the current processing status. You can also retrieve the specific document data using its ID.

Do I need to know the document type beforehand?

No. You can first use the capability to list all document types your account supports, or simply try to parse a document, and the system will guide you.

Does this work with my existing document storage?

This MCP handles the parsing and extraction process. You manage the document storage and use the MCP to pull the structured data from it.

How do I find my Affinda API Key?

Log in to Affinda, click on your profile avatar, and go to Settings > API Keys. You can generate a new token there. Remember to copy it immediately, as it is only shown once.

What document types are supported?

Affinda supports dozens of specialized models including Resumes, Invoices, Receipts, Passports, Driver Licenses, and Purchase Orders. Use the list_document_types capability to see the full list for your account.

Can I parse a document via a public URL?

Yes! The create_document capability accepts a url parameter. Simply provide the direct link to the PDF or image, and Affinda will retrieve and parse it automatically.

An astronaut overseeing a futuristic data hub

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Connect Affinda 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. Extract structured data from resumes, invoices, and IDs.

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 · 5 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-03

3 capabilities in this set.

Part of 5 available through Affinda.

01
List documents
Retrieve all parsed documents in an Affinda workspace with their processing status
02
Create document
Defaults to synchronous waiting for the output. Upload and parse a PDF or image into Affinda via its public URL for high-accuracy JSON extraction
03
Get document
Retrieve the fully structured JSON data and status for a specific processed document in Affinda

Capability set02 / 02

04-05

2 capabilities in this set.

Part of 5 available through Affinda.

04
List document types
Retrieve exactly which parsing models the Affinda account supports (e.g. Resume, Invoice, Passport)
05
List workspaces
Retrieve all container workspaces for documents created within your Affinda account

Real work

What teams actually run

Onboarding New Hires

Upload a batch of new employee resumes and passports. The AI extracts and organizes candidate metadata for HR review.

Paying Vendors

Send a folder of invoices to your agent. It extracts the payment details and verifies the data against your required fields.

Compliance Audits

Retrieve identity documents from various sources to check for specific compliance data points across multiple records.

Workflow Monitoring

Check the status of a large batch of documents. You can see which files are still processing or if an error occurred.

Automate a task

Put Affinda 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

Affinda 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 Affinda 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

1015ms average. Fast in production.

Affinda is checked daily against the live service.

Daily averagePeak 1252ms

Oct 3Today

Fastest day: 686ms
Slowest day: 1252ms
14-day trend: Improving-9%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 5 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 Affinda, so you can see the experience inside your AI.

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

Affinda Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_yFIGwqYMwMGDzAPprZCYJ7ppMcFfsuopOw4ljSHA/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 — Affinda capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "affinda-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_yFIGwqYMwMGDzAPprZCYJ7ppMcFfsuopOw4ljSHA/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 Affinda in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Affinda owners hand off.

This MCP is essential for teams handling high volumes of varied documents. If your job requires reading data from resumes, invoices, or identity papers, this connector handles the parsing and organization for you. It turns unstructured files into usable data points.

01
Recruitment Teams
Automate resume screening and extract candidate metadata effortlessly.
02
Accounts Payable
Audit invoice data extraction and verify payment details using AI.
03
Operations Managers
Monitor document processing workflows and manage workspace settings.
04
Compliance Officers
Retrieve parsed identity documents for risk assessment and verification.

FAQ

Questions Affinda owners ask.

01
What types of documents can I parse?
The MCP supports parsing several document types, including resumes, invoices, receipts, and passports. You can also upload general PDFs or images for data extraction.
02
Is the data I get structured?
Yes. The goal is to move beyond simple text extraction. The MCP provides structured JSON data, which means the information is organized and ready for immediate use in your applications.
03
How do I check if a document finished processing?
You can use the capabilities to list documents in a workspace, which shows the current processing status. You can also retrieve the specific document data using its ID.
04
Do I need to know the document type beforehand?
No. You can first use the capability to list all document types your account supports, or simply try to parse a document, and the system will guide you.
05
Does this work with my existing document storage?
This MCP handles the parsing and extraction process. You manage the document storage and use the MCP to pull the structured data from it.
06
How do I find my Affinda API Key?
Log in to Affinda, click on your profile avatar, and go to Settings > API Keys. You can generate a new token there. Remember to copy it immediately, as it is only shown once.
07
What document types are supported?
Affinda supports dozens of specialized models including Resumes, Invoices, Receipts, Passports, Driver Licenses, and Purchase Orders. Use the list_document_types capability to see the full list for your account.
08
Can I parse a document via a public URL?
Yes! The create_document capability accepts a url parameter. Simply provide the direct link to the PDF or image, and Affinda will retrieve and parse it automatically.

Explore

More in Productivity

Connect Affinda 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.

01-03

List documents

Create document

Get document

04-05

List document types

List workspaces

What teams actually run

Onboarding New Hires

Paying Vendors

Compliance Audits

Workflow Monitoring

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

Affinda Connector

Claude Desktop

Recruitment Teams

Accounts Payable

Operations Managers

Compliance Officers

What types of documents can I parse?

Is the data I get structured?

How do I check if a document finished processing?

Do I need to know the document type beforehand?

Does this work with my existing document storage?

How do I find my Affinda API Key?

What document types are supported?

Can I parse a document via a public URL?

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