DocSumo MCP Server for Vercel AI SDK 10 tools — connect in under 2 minutes
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.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
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();
* 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 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 gives every DocSumo tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 10 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
- 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 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.
How to Connect DocSumo to Vercel AI SDK via MCP
Follow these steps to integrate the DocSumo MCP Server with Vercel AI SDK.
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.
TypeScript-first: every MCP tool gets full type inference, IDE autocomplete, and compile-time error checking out of the box
Framework-agnostic core works with Next.js, Nuxt, SvelteKit, or any Node.js runtime. same DocSumo integration everywhere
Built-in streaming UI primitives let you display DocSumo tool results progressively in React, Svelte, or Vue components
Edge-compatible: the AI SDK runs on Vercel Edge Functions, Cloudflare Workers, and other edge runtimes for minimal latency
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
DocSumo MCP Tools for Vercel AI SDK (10)
These 10 tools become available when you connect DocSumo to Vercel AI SDK via MCP:
get_docsumo_account_metadata
Retrieve metadata and usage limits for your DocSumo account
get_document_extraction_data
Get the structured data extracted from a specific document
list_docsumo_document_types
List all document types (e.g., invoices, bank statements) configured in DocSumo
list_documents_awaiting_review
Identify documents that require manual review due to low extraction confidence
list_failed_doc_extractions
Identify documents that failed the extraction process (mock logic)
list_latest_extraction_results
Identify the most recently processed documents across all types
list_processed_documents
List all documents processed by DocSumo, optionally filtered by document type
list_successfully_parsed_docs
Identify documents that have been successfully processed and verified
quick_idp_health_audit
Retrieve a high-level summary of document processing activity and success rates
search_documents_by_filename
Search for processed documents using a filename keyword
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 the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpDocSumo + 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?
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?
Does it support streaming tool results?
useChat and streamText that handle tool calls and display results progressively in the UI.Connect DocSumo with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect DocSumo to Vercel AI SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.