Mapulus MCP Server for Vercel AI SDK 9 tools — connect in under 2 minutes
The Vercel AI SDK is the TypeScript toolkit for building AI-powered applications. Connect Mapulus 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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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 Mapulus, 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 Mapulus MCP Server
Connect your Mapulus account to any AI agent and access deep Australian location intelligence through natural conversation.
The Vercel AI SDK gives every Mapulus tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 9 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
- Statistical Boundaries — Search and list suburbs, postcodes, LGAs, and other Australian geographies
- Demographic Data — Retrieve ABS Census-derived insights on population, income, and housing
- Spatial Analytics — Generate isochrones (catchment areas) and query H3 hexagonal indices
- Location Enrichment — Enrich any lat/lon coordinate with detailed geographic and statistical context
The Mapulus MCP Server exposes 9 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 Mapulus to Vercel AI SDK via MCP
Follow these steps to integrate the Mapulus 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 9 tools from Mapulus and passes them to the LLM
Why Use Vercel AI SDK with the Mapulus MCP Server
Vercel AI SDK provides unique advantages when paired with Mapulus 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 Mapulus integration everywhere
Built-in streaming UI primitives let you display Mapulus 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
Mapulus + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Mapulus MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Mapulus in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Mapulus tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Mapulus capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Mapulus through natural language queries
Mapulus MCP Tools for Vercel AI SDK (9)
These 9 tools become available when you connect Mapulus to Vercel AI SDK via MCP:
enrich_location
Enrich a location with geographic context
get_boundary_details
g., "poa:2000"). Get details for a specific boundary
get_demographics
Get demographics for a boundary
get_h3_index
Get H3 index for a location
get_isochrone
Generate travel-time boundaries
get_postcode_data
Get data for a specific postcode
list_data_topics
List available data topics
search_boundaries
Search for Australian statistical boundaries
search_suburbs
Search specifically for Australian suburbs
Example Prompts for Mapulus in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with Mapulus immediately.
"Search for boundaries matching 'Sydney'."
"Get demographics for postcode 2000."
"Show available data topics."
Troubleshooting Mapulus MCP Server with Vercel AI SDK
Common issues when connecting Mapulus to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpMapulus + Vercel AI SDK FAQ
Common questions about integrating Mapulus 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 Mapulus 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 Mapulus to Vercel AI SDK
Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.