Mashvisor 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 Mashvisor through the 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 Mashvisor, 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 Mashvisor MCP Server
Connect Mashvisor real estate analytics to any AI agent and analyze investment properties with detailed Airbnb vs traditional rental comparisons, neighborhood analytics, and market insights through natural language.
The Vercel AI SDK gives every Mashvisor tool full TypeScript type inference, IDE autocomplete, and compile-time error checking. Connect 10 tools through the 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
- Property Search — Find investment properties by city, state, price range, and bedrooms
- Investment Metrics — Get cap rates, cash-on-cash returns, and revenue projections for both STR and LTR strategies
- Airbnb Analysis — View occupancy rates, average daily rates, monthly revenue, and seasonality data
- Rental Estimates — Get long-term rental rate estimates for 1-5 bedroom properties
- Neighborhood Insights — Compare neighborhoods by ROI, demand indicators, and market benchmarks
- Market Listings — Browse active, distressed, and off-market properties in any city
- Historical Data — Analyze up to 36 months of Airbnb performance trends
The Mashvisor 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 Mashvisor to Vercel AI SDK via MCP
Follow these steps to integrate the Mashvisor 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 Mashvisor and passes them to the LLM
Why Use Vercel AI SDK with the Mashvisor MCP Server
Vercel AI SDK provides unique advantages when paired with Mashvisor 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 Mashvisor integration everywhere
Built-in streaming UI primitives let you display Mashvisor 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
Mashvisor + Vercel AI SDK Use Cases
Practical scenarios where Vercel AI SDK combined with the Mashvisor MCP Server delivers measurable value.
AI-powered web apps: build dashboards that query Mashvisor in real-time and stream results to the UI with zero loading states
API backends: create serverless endpoints that orchestrate Mashvisor tools and return structured JSON responses to any frontend
Chatbots with tool use: embed Mashvisor capabilities into conversational interfaces with streaming responses and tool call visibility
Internal tools: build admin panels where team members interact with Mashvisor through natural language queries
Mashvisor MCP Tools for Vercel AI SDK (10)
These 10 tools become available when you connect Mashvisor to Vercel AI SDK via MCP:
get_airbnb_listings
Get Airbnb rental listings and metrics
get_airbnb_property
Get detailed Airbnb listing information
get_city_listings
Filter by status, days on market, price history, and property attributes. Get city market listings
get_historical_performance
Useful for analyzing seasonality and long-term performance patterns. Get historical Airbnb performance data
get_investment_analysis
Get property investment analysis
get_property
Get detailed property information
get_rental_rates
Includes rent distribution statistics and helps evaluate traditional rental investment potential. Get traditional rental rate estimates
list_neighborhoods
List neighborhoods with investment data
list_properties
Filter by city, state, bedrooms, and property type. Returns properties with Airbnb and long-term rental metrics. List investment properties
search_properties
Returns properties with investment metrics. Search properties with advanced filters
Example Prompts for Mashvisor in Vercel AI SDK
Ready-to-use prompts you can give your Vercel AI SDK agent to start working with Mashvisor immediately.
"Show me investment properties in Las Vegas with good Airbnb ROI."
"What's the best neighborhood for Airbnb in Chicago?"
"What are typical rental rates for a 3BR in Austin, TX?"
Troubleshooting Mashvisor MCP Server with Vercel AI SDK
Common issues when connecting Mashvisor to Vercel AI SDK through the Vinkius, and how to resolve them.
createMCPClient is not a function
npm install @ai-sdk/mcpMashvisor + Vercel AI SDK FAQ
Common questions about integrating Mashvisor 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 Mashvisor 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 Mashvisor to Vercel AI SDK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.