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Parsio MCP Server for Vercel AI SDKGive Vercel AI SDK instant access to 12 tools to Create Mailbox, Extract Data From File Async, Extract Data From File Sync, and more

Built by Vinkius GDPR 12 Tools SDK

The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Parsio through Vinkius and every tool is available as a typed function. ready for React Server Components, API routes, or any Node.js backend.

Use with Your AI Agent

Ask AI about this App Connector for Vercel AI SDK

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The Parsio app connector for Vercel AI SDK is a standout in the Industry Titans category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

typescript
import { createMCPClient } from "@ai-sdk/mcp";
import { generateText } from "ai";
import { openai } from "@ai-sdk/openai";

async function main() {
  const mcpClient = await createMCPClient({
    transport: {
      type: "http",
      // Your Vinkius token. get it at cloud.vinkius.com
      url: "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    },
  });

  try {
    const tools = await mcpClient.tools();
    const { text } = await generateText({
      model: openai("gpt-4o"),
      tools,
      prompt: "Using Parsio, list all available capabilities.",
    });
    console.log(text);
  } finally {
    await mcpClient.close();
  }
}

main();
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About Parsio MCP Server

Connect your Parsio.io account to any AI agent and take full control of your document automation and data extraction through natural conversation. Parsio provides a powerful AI-powered parsing engine that transforms unstructured PDF files, images, and emails into structured JSON data directly from your chat interface.

The Vercel AI SDK gives every Parsio tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 12 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. works on Edge Functions, Cloudflare Workers, and any Node.js runtime.

What you can do

  • Document Extraction Orchestration — Upload files (via URL or raw text) and trigger real-time parsing to retrieve structured metadata programmatically.
  • Mailbox Lifecycle Management — List all managed mailboxes and retrieve detailed configuration metadata directly from the AI interface to ensure your data pipelines are always synchronized.
  • Template & Parsing Intelligence — Access and monitor your parsing templates to maintain a clear overview of how your data is being structured via natural language.
  • Historical Data Control — List collected parsed data from specific mailboxes and retrieve granular details for individual documents using simple AI commands.
  • Operational Monitoring — Track system responses and manage webhook metadata to ensure your document automation is always optimized.

The Parsio MCP Server exposes 12 tools through the Vinkius. Connect it to Vercel AI SDK in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 12 Parsio tools available for Vercel AI SDK

When Vercel AI SDK connects to Parsio through Vinkius, your AI agent gets direct access to every tool listed below — spanning ocr, data-extraction, pdf-parsing, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

create_mailbox

Create a new mailbox

extract_data_from_file_async

Use this for large files or webhook workflows. Start file data extraction (Async)

extract_data_from_file_sync

Extract data from a file immediately (Sync)

extract_data_from_text_async

Start text data extraction (Async)

extract_data_from_text_sync

Extract data from text or HTML (Sync)

get_mailbox

Get details for a specific mailbox

get_parsed_document_result

Retrieve the result of a parsed document

get_template_details

Get template metadata

list_mailbox_templates

List parsing templates for a mailbox

list_mailbox_webhooks

List webhooks for a mailbox

list_mailboxes

List all Parsio mailboxes

list_parsed_data_history

List historical parsed data for a mailbox

Connect Parsio to Vercel AI SDK via MCP

Follow these steps to wire Parsio into Vercel AI SDK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Install dependencies

Run npm install @ai-sdk/mcp ai @ai-sdk/openai
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Run the script

Save to agent.ts and run with npx tsx agent.ts
04

Explore tools

The SDK discovers 12 tools from Parsio and passes them to the LLM

Why Use Vercel AI SDK with the Parsio MCP Server

Vercel AI SDK provides unique advantages when paired with Parsio through the Model Context Protocol.

01

TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box

02

Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same Parsio integration everywhere

03

Built-in streaming UI primitives let you display Parsio tool results progressively in React, Svelte, or Vue components

04

Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency

Parsio + Vercel AI SDK Use Cases

Practical scenarios where Vercel AI SDK combined with the Parsio MCP Server delivers measurable value.

01

AI-powered web apps: build dashboards that query Parsio in real-time and stream results to the UI with zero loading states

02

API backends: create serverless endpoints that orchestrate Parsio tools and return structured JSON responses to any frontend

03

Chatbots with tool use: embed Parsio capabilities into conversational interfaces with streaming responses and tool call visibility

04

Internal tools: build admin panels where team members interact with Parsio through natural language queries

Example Prompts for Parsio in Vercel AI SDK

Ready-to-use prompts you can give your Vercel AI SDK agent to start working with Parsio immediately.

01

"List all my Parsio mailboxes."

02

"Show me all parsing templates I have configured and their extraction success rates."

03

"Get the extracted data from the last 5 invoices processed by my Invoice Parser template."

Troubleshooting Parsio MCP Server with Vercel AI SDK

Common issues when connecting Parsio to Vercel AI SDK through the Vinkius, and how to resolve them.

01

createMCPClient is not a function

Install: npm install @ai-sdk/mcp

Parsio + Vercel AI SDK FAQ

Common questions about integrating Parsio MCP Server with Vercel AI SDK.

01

How does the Vercel AI SDK connect to MCP servers?

Import createMCPClient from @ai-sdk/mcp and pass the server URL. The SDK discovers all tools and provides typed TypeScript interfaces for each one.
02

Can I use MCP tools in Edge Functions?

Yes. The AI SDK is fully edge-compatible. MCP connections work on Vercel Edge Functions, Cloudflare Workers, and similar runtimes.
03

Does it support streaming tool results?

Yes. The SDK provides streaming primitives like useChat and streamText that handle tool calls and display results progressively in the UI.