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.

Can I get parsing results immediately?

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

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.

Airparser MCP Server for Cursor 10 tools — connect in under 2 minutes

Name: Airparser
Availability: InStock
Author: Vinkius

docs.cursor.com/context/model-context-protocol

Built by Vinkius GDPR 10 Tools IDE

Cursor is an AI-first code editor built on VS Code that integrates LLM-powered coding assistance directly into the development workflow. Its Agent mode enables autonomous multi-step coding tasks, and MCP support lets agents access external data sources and APIs during code generation.

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The modern way to manage MCP Servers — no config files, no terminal commands. Install Airparser and 2,500+ MCP Servers from a single visual interface.

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Classic Setup·json

{
  "mcpServers": {
    "airparser": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

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Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Airparser MCP Server

Connect your Airparser account to your AI agent to unlock professional unstructured data extraction and IDP (Intelligent Document Processing). From automatically parsing complex invoices and resumes to auditing extraction schemas and managing automated webhooks, your agent handles your data processing pipeline through natural conversation.

Cursor's Agent mode turns Airparser into an in-editor superpower. Ask Cursor to generate code using live data from Airparser and it fetches, processes, and writes. all in a single agentic loop. 10 tools appear alongside file editing and terminal access, creating a unified development environment grounded in real-time information.

What you can do

Document Parsing — Upload and parse PDFs, emails (EML/HTML), and images synchronously or asynchronously
Inbox Management — List and audit your Airparser inboxes to organize different document types and sources
Schema Orchestration — Retrieve and verify extraction schemas to ensure your structured data matches your database requirements
Automated Workflows — List and create webhooks to automatically push parsed JSON data to your external applications
Real-time Status — Monitor document processing statuses and retrieve historical parsing results directly from chat

The Airparser MCP Server exposes 10 tools through the Vinkius. Connect it to Cursor in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Airparser to Cursor via MCP

Follow these steps to integrate the Airparser MCP Server with Cursor.

Open MCP Settings

Press Cmd+Shift+P (macOS) or Ctrl+Shift+P (Windows/Linux) → search "MCP Settings"

Add the server config

Paste the JSON configuration above into the mcp.json file that opens

Save the file

Cursor will automatically detect the new MCP server

Start using Airparser

Open Agent mode in chat and ask: "Using Airparser, help me...". 10 tools available

Why Use Cursor with the Airparser MCP Server

Cursor AI Code Editor provides unique advantages when paired with Airparser through the Model Context Protocol.

Agent mode turns Cursor into an autonomous coding assistant that can read files, run commands, and call MCP tools without switching context

Cursor's Composer feature can generate entire files using real-time data fetched through MCP. no copy-pasting from external dashboards

MCP tools appear alongside built-in tools like file reading and terminal access, creating a unified agentic environment

VS Code extension compatibility means your existing workflow, keybindings, and extensions all work alongside MCP tools

Airparser + Cursor Use Cases

Practical scenarios where Cursor combined with the Airparser MCP Server delivers measurable value.

Code generation with live data: ask Cursor to generate a security report module using live DNS and subdomain data fetched through MCP

Automated documentation: have Cursor query your API's tool schemas and generate TypeScript interfaces or OpenAPI specs automatically

Infrastructure-as-code: Cursor can fetch domain configurations and generate corresponding Terraform or CloudFormation templates

Test scaffolding: ask Cursor to pull real API responses via MCP and generate unit test fixtures from actual data

Airparser MCP Tools for Cursor (10)

These 10 tools become available when you connect Airparser to Cursor via MCP:

create_webhook

Add automated data export

delete_webhook

Remove automated export

get_document_details

Get extracted JSON data

get_inbox_details

Get inbox metadata

get_inbox_schema

Get extraction field definitions

list_documents

List documents in inbox

list_inboxes

List Airparser inboxes

list_webhooks

List inbox webhooks

parse_document_async

Parse document in background

parse_document_sync

Parse document immediately

Example Prompts for Airparser in Cursor

Ready-to-use prompts you can give your Cursor agent to start working with Airparser immediately.

"List all inboxes in my Airparser account."

"Show me the extraction schema for inbox ID 'abc-123'."

"Check the status of document ID 'doc_98765'."

Troubleshooting Airparser MCP Server with Cursor

Common issues when connecting Airparser to Cursor through the Vinkius, and how to resolve them.

Tools not appearing in Cursor

Ensure you are in Agent mode (not Ask mode). MCP tools only work in Agent mode.

Server shows as disconnected

Check Settings → Features → MCP and verify the server status. Try clicking the refresh button.

Airparser + Cursor FAQ

Common questions about integrating Airparser MCP Server with Cursor.

What is Agent mode and why does it matter for MCP?

Agent mode is Cursor's autonomous execution mode where the AI can perform multi-step tasks: reading files, editing code, running terminal commands, and calling MCP tools. Without Agent mode, Cursor operates in a simpler ask-and-answer mode that doesn't support tool calling. Always ensure you're in Agent mode when working with MCP servers.

Where does Cursor store MCP configuration?

Cursor looks for MCP server configurations in a mcp.json file. You can configure servers at the project level (.cursor/mcp.json in your project root) or globally (~/.cursor/mcp.json). Project-level configs take precedence.

Can Cursor use MCP tools in inline edits?

No. MCP tools are only available in Agent mode through the chat panel. Inline completions and Tab suggestions do not trigger MCP tool calls. This is by design. tool calls require user visibility and approval.

How do I verify MCP tools are loaded?

Open Settings → Features → MCP and look for your server name. A green indicator means the server is connected. You can also check Agent mode's available tools by clicking the tools dropdown in the chat panel.