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Connect Airparser 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 messy files into clean, actionable JSON data.

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.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

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.

A futuristic MCP client docking bay
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 · 10 capabilities

We ship only the actions that matter.

Capability set01 / 03

01-04

4 capabilities in this set.

Part of 10 available through Airparser.

  1. 01

    List documents

    List documents in inbox

  2. 02

    List webhooks

    List inbox webhooks

  3. 03

    Create webhook

    Add automated data export

  4. 04

    Delete webhook

    Remove automated export

Capability set02 / 03

05-07

3 capabilities in this set.

Part of 10 available through Airparser.

  1. 05

    Get document details

    Get extracted JSON data

  2. 06

    Get inbox details

    Get inbox metadata

  3. 07

    Get inbox schema

    Get extraction field definitions

Capability set03 / 03

08-10

3 capabilities in this set.

Part of 10 available through Airparser.

  1. 08

    List inboxes

    List Airparser inboxes

  2. 09

    Parse document async

    Parse document in background

  3. 10

    Parse document sync

    Parse document immediately

Real work

What teams actually run

01

Accounts Payable Automation

Use this to automatically process incoming invoices and receipts, extracting vendor names and total amounts for immediate accounting entry.

02

Candidate Screening

Feed the MCP hundreds of resumes, and it will parse them into structured JSON, making it easy to filter candidates by specific skills or experience.

03

Data Pipeline Integration

Developers can use the webhook capabilities to ensure that every time a document is parsed, the resulting JSON data is automatically sent to a database or CRM.

04

Multi-Source Data Collection

The MCP handles documents from various sources, including PDFs, EML, and HTML emails, all within the same workflow.

Automate a task

Put Airparser 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

Airparser 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.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

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

You don't need a client to put Airparser 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

986ms average. Fast in production.

Airparser is checked daily against the live service.

Daily averagePeak 1221ms
Oct 3Today
Fastest day
742ms
Slowest day
1221ms
14-day trend
Stable+2%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 10 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 Airparser, so you can see the experience inside your AI.

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

Airparser Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_5bS14fdIi1BnsLyr7BTkAgKuzpRjFBuj1BpX0yr3/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Airparser capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "airparser-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_5bS14fdIi1BnsLyr7BTkAgKuzpRjFBuj1BpX0yr3/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 Airparser in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Airparser owners hand off.

This MCP is essential for teams that deal with high volumes of unstructured documents. Operations Managers can automate invoice processing, Recruiters can screen hundreds of resumes, and Developers can integrate powerful document parsing into custom workflows.

  • 01

    Operations Managers

    Automate invoice and receipt processing to streamline accounts payable.

  • 02

    Recruiters

    Parse hundreds of resumes into structured JSON for easier candidate filtering.

  • 03

    Developers

    Integrate powerful, GPT-powered document parsing into custom workflows using simple commands.

  • 04

    Data Analysts

    Convert messy, unstructured data into clean, structured formats for reporting.

FAQ

Questions Airparser owners ask.

  • 01

    What types of files can Airparser handle?

    It handles a variety of formats, including PDFs, emails (both EML and HTML), and standard images. It's designed to extract data regardless of the original file type.

  • 02

    Is the data output structured?

    Yes. The MCP converts messy, unstructured data into clean, structured JSON format. This means the data is ready to be used by databases or other applications.

  • 03

    How do I automate sending the data?

    You can use the webhook capabilities to list, create, and delete automated data exports. This ensures that when a document is parsed, the JSON data is pushed directly to your external applications.

  • 04

    Does it support different document schemas?

    The MCP allows you to retrieve and verify extraction schemas. This ensures that the structured data it pulls out matches the specific field definitions your database requires.

  • 05

    How do I find my Airparser API Key?

    Log in to your Airparser account and navigate to Account Settings or API section. You can generate and copy your unique API key from there. It must be used in the X-API-Key header.

  • 06

    Can I get parsing results immediately?

    Yes! Use the parse_document_sync capability. It waits for Airparser to finish processing (up to 60 seconds) and returns the extracted JSON data directly in the response.

  • 07

    Does this support multi-item tables like line items in an invoice?

    Yes, Airparser handles nested structures and tables. Ensure your Extraction Schema in the inbox is configured to capture these fields, and they will be returned as structured JSON arrays.

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