How to Use the Parsio MCP in Mastra AI

Build resilient document parsing workflows in Mastra AI with automatic retries and conditional logic.

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Works with every AI agent you already use

…and any MCP-compatible client

MCP Servers — Included with Plan

Connect Parsio MCP to Mastra AI

Create your Vinkius account to connect Parsio to Mastra AI — we handle the hosting, security, and runtime updates so you don't have to. No server setup required.

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Setup Parsio with Mastra AI

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Automate complex document workflows

Build multi-step agents that use `extract_data_from_file_sync` to parse incoming invoices. If a file fails, your workflow engine handles the retry logic automatically. It removes the fragility of manual data entry. You define the logic once, and your Mastra AI agents execute the extraction whenever a new document hits your mailbox.

Verify templates before execution

Use `list_mailbox_templates` and `get_template_details` to inspect your parsing logic before running a task. It ensures your agent knows exactly how to handle the document structure. Prevent errors by validating your templates in your workflow code. You catch configuration issues early in the agent's execution path.

Track extraction history

Audit your document processing by calling `list_parsed_data_history`. You keep a clear record of every document processed by your agents. It gives you full visibility into your data pipeline. You can verify the output of past jobs whenever you need to debug or refine your agent's behavior.

Setup guide

Set up Parsio MCP in Mastra AI

Prerequisites

Node.js 18+ and a TypeScript project
@mastra/mcp + @mastra/core packages
Active Vinkius subscription with a valid endpoint token

1

Install dependencies
Run npm install @mastra/mcp @mastra/core plus your preferred model provider (e.g. @ai-sdk/openai).
2

Configure the MCPClient
Create an MCPClient with your Vinkius endpoint as a URL object. Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com.
3

Discover and inject tools
Call mcpClient.listTools() and spread the result into your agent's tools object. All Parsio tools become native Mastra tools.
4

Run with any model
Swap openai("gpt-4o") for any AI SDK-compatible provider. Call agent.generate() and the agent routes tool calls through MCP automatically.

agent.ts

import { MCPClient } from "@mastra/mcp";
import { Agent } from "@mastra/core/agent";
import { openai } from "@ai-sdk/openai";

const mcpClient = new MCPClient({
  id: "parsio-mcp-client",
  servers: {
    "parsio-mcp": {
      url: new URL(
        "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
      ),
    },
  },
});

const agent = new Agent({
  name: "Parsio Agent",
  model: openai("gpt-4o"),
  instructions: "You have access to Parsio tools.",
  tools: {
    ...(await mcpClient.listTools()),
  },
});

const result = await agent.generate(
  "List recent Parsio transactions"
);
console.log(result.text);

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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.

Why Choose Vinkius

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Common questions about Parsio MCP in Mastra AI

Import the MCP client and add the Parsio tools to your agent definition. This allows your workflow to call extraction functions as part of its standard execution steps.

Yes, you can configure your workflow to catch errors from the Parsio tools. This lets you implement custom logic like notifying an admin if a document fails to parse.

You can loop through your documents and call the async extraction tools. Mastra AI will manage the state and ensure each job completes successfully.

Store your credentials as environment variables and load them into your MCP client configuration. The server handles authentication securely during every tool call.

Your files are stored and processed on Parsio's servers. The MCP server ensures that only the extracted structured data points are returned to your Mastra AI agent for further processing.

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