How to Use the Parsio MCP in Cursor

Q: How do I add the Parsio MCP Server to my Cursor project?

Create a .cursor/mcp.json file in your project root and define the MCP Server in your config. Once saved, Cursor's AI agent can immediately call all 12 extraction tools during chat or inline edits.

Q: Does Cursor support asynchronous file parsing with Parsio?

Yes, the agent triggers extractdatafromfileasync for larger documents. It monitors the job using getparseddocumentresult and writes the completed JSON output straight into a local file in your workspace.

Q: How do I switch mailboxes while using Cursor?

Ask the agent to list your active mailboxes. It runs listmailboxes to show you the names and IDs, allowing you to specify which target mailbox to use for the next extraction task.

Feed structured PDF and email data directly into your code using the Parsio MCP Server in Cursor.

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Setup Parsio with Cursor

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Generate Code with Real Document Data in Cursor

`extract_data_from_file_sync` and `extract_data_from_text_sync` let Cursor's Agent mode fetch actual parsed JSON from your production invoices to write accurate TypeScript interfaces. Instead of writing mock objects by hand, your editor grabs real payloads from Parsio. This keeps your dev environment aligned with real data. Your agent queries your mailboxes, gets the actual structure, and writes the parser code right in your open file.

Query Document Extraction History While Coding

`list_parsed_data_history` and `get_parsed_document_result` let you debug your backend ingestion pipelines inside Cursor. If your database schema rejects a webhook payload, ask the Cursor agent to pull the last ten parsed documents to find the mismatch. You don't have to log into a web console or run curl commands. The history lands directly in your editor sidebar, so you can patch schema validation errors on the fly.

Audit Extraction Templates from Your Editor

`list_mailbox_templates` and `get_template_details` expose your Parsio template schemas directly to Cursor. When writing API integration tests, your agent inspects these templates to verify that your test suite covers every extracted field. This prevents runtime failures when templates change. Your editor queries the live template configurations and flags any local code referencing deprecated document fields.

Setup guide

Set up Parsio MCP in Cursor

Prerequisites

Cursor installed (macOS, Windows, or Linux)
Active Vinkius subscription with a valid endpoint token

1

Open MCP Settings

Go to Cursor Settings → MCP or open the Command Palette (Cmd+Shift+P / Ctrl+Shift+P) and search for "MCP: Add Server".
2

Add the Parsio MCP

Cursor will create or open .cursor/mcp.json in your project root. Paste the JSON snippet on the right. Replace [YOUR_TOKEN_HERE] with your endpoint token from cloud.vinkius.com.
3

Enable Agent mode

Open Composer (Cmd+I / Ctrl+I) and switch to Agent mode using the dropdown at the top. MCP tools are only available in Agent mode.
4

Verify the connection

Ask Cursor something like "List my recent Parsio transactions." If the MCP tools are loaded correctly, Cursor will call the Parsio tools automatically. You can also check Settings → MCP for a green status indicator.

.cursor/mcp.json

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

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Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Parsio. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

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Common questions about Parsio MCP in Cursor

Create a `.cursor/mcp.json` file in your project root and define the MCP Server in your config. Once saved, Cursor's AI agent can immediately call all 12 extraction tools during chat or inline edits.

Yes, ask Composer to build an entire data pipeline. It will use `list_mailbox_webhooks` to inspect your active endpoints and write the corresponding Express or Next.js route handlers to receive the parsed data.

Yes, the agent triggers `extract_data_from_file_async` for larger documents. It monitors the job using `get_parsed_document_result` and writes the completed JSON output straight into a local file in your workspace.

Ask the agent to list your active mailboxes. It runs `list_mailboxes` to show you the names and IDs, allowing you to specify which target mailbox to use for the next extraction task.

This MCP Server sends document payloads directly to Parsio's API using the API key defined in your local configuration. No document content or extracted metadata is sent to Cursor's indexing servers or external LLM training loops.

Use it with your favorite AI tools

Connect this server to Cursor, Claude, VS Code, and more.

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