How to Use DocSumo MCP Server with Vercel AI SDK using Vinkius

Give Vercel AI SDK instant access to 10 tools to Get Docsumo Account Metadata, Get Document Extraction Data, List Docsumo Document Types, and more using Vinkius.

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

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The DocSumo MCP Server for Vercel AI SDK is a standout in the Artificial Intelligence category, giving your AI agent 10 tools to work with, ready to go from day one.

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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 DocSumo, list all available capabilities.",
    });
    console.log(text);
  } finally {
    await mcpClient.close();
  }
}

main();

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* Every connection is hosted and maintained by Vinkius. We handle the security, updates, and infrastructure so you don't have to write code or manage servers. See our infrastructure

About DocSumo MCP Server

Integrate DocSumo, the advanced Intelligent Document Processing (IDP) platform, directly into your AI workflow. Automate the extraction of complex data from invoices, bank statements, and ID cards, monitor your processing pipelines, and retrieve structured results using natural language.

The Vercel AI SDK collapses the distance between DocSumo data and the user interface to zero. Connect 10 tools through Vinkius and stream results progressively to React, Svelte, or Vue components. There is no loading state, no polling, no manual state management. The SDK gives every tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. It runs on Edge Functions, Cloudflare Workers, and any Node.js runtime, meaning DocSumo data reaches the browser at the speed of the nearest edge node.

What you can do

Pipeline Oversight. List and retrieve detailed settings and processing statuses for all your document types and IDP workflows.
Data Intelligence. Access the structured data extracted by DocSumo's AI engine, including table layouts and verified fields.
Confidence Monitoring. Identify documents that require manual review due to low extraction confidence scores.
Extraction Auditing. Retrieve a chronological feed of recent extraction results across all your processed document categories.

The DocSumo MCP Server exposes 10 tools through Vinkius. Connect it to Vercel AI SDK in under two minutes. Fully managed, no infrastructure to provision, no vendor lock-in.

10 tools included

Explore every tool DocSumo exposes to Vercel AI SDK through Vinkius.

View all 10 tools

Connect DocSumo to Vercel AI SDK via MCP

Follow these steps to connect DocSumo to Vercel AI SDK. The setup takes under two minutes and requires no coding or server hosting.

Get your Vinkius Access Token

Go to cloud.vinkius.com to log in or create a free account, and retrieve your personal access token from the dashboard. This token is required to authenticate your connection to the hosted DocSumo MCP server.

Install dependencies

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

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Run the script

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

Explore tools

The SDK discovers 10 tools from DocSumo and passes them to the LLM

Why Use Vercel AI SDK with the DocSumo MCP Server

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

Stream DocSumo tool results from Vinkius directly into React, Svelte, or Vue components with progressive rendering. Users see data appear in real-time, not after a loading spinner

Full TypeScript type inference for every DocSumo tool discovered through Vinkius. IDE autocomplete shows available parameters and return types as you write

Runs on Edge Functions, Cloudflare Workers, and any Node.js runtime. DocSumo data from Vinkius reaches the browser from the nearest edge node

`useChat` and `streamText` primitives handle the entire DocSumo tool call lifecycle: invocation through Vinkius, streaming, error states, and UI updates. No manual state management

DocSumo + Vercel AI SDK Use Cases

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

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

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

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

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

Example Prompts for DocSumo in Vercel AI SDK

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

"List all processed bank statements."

"Show me the extraction results for document 'DOC-5544'."

"Are there any documents that failed to process today?"

Troubleshooting DocSumo MCP Server with Vercel AI SDK

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

createMCPClient is not a function

Install: npm install @ai-sdk/mcp

DocSumo + Vercel AI SDK FAQ

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

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.

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.

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.

01 / Catalog

Over 4,000 integrations ready for AI agents

Explore a vast library of pre-built integrations, optimized and ready to deploy.

02 / Credentials

Connect securely in under 30 seconds

Generate tokens to authenticate and link external services in a single step.

03 / Guardian

Complete visibility into every agent action

Audit live requests, latency, success rates, and active security compliance policies.

04 / FinOps

Optimize spending and track token ROI

Analyze real-time token consumption and cost metrics detailed by connection.

Over 4,000 integrations ready for AI agents

Complete visibility into every agent action

Explore our live AI Agents Analytics dashboard to see it all working

This dashboard is included when you connect DocSumo using Vinkius. You will never be left in the dark about what your AI agents are doing with your tools.

Explore Analytics

Connect DocSumo with your favorite client

Also available for these clients and frameworks: