How do I get a Mashvisor API Key?

Sign up at [**Mashvisor**](https://www.mashvisor.com/), go to your account settings, and generate an API key. API access requires an active subscription.

What investment metrics are available?

Cap rate, cash-on-cash return, occupancy rate, average daily rate (ADR), monthly/annual revenue, RevPAR, and rental rates for both Airbnb (STR) and traditional (LTR) strategies.

Can I compare Airbnb vs traditional rental income?

Yes! Every property analysis includes both STR (Airbnb) and LTR (traditional) metrics side by side, including cap rates and cash-on-cash returns for each strategy.

Mashvisor MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Mashvisor
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Mashvisor through the Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails — no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token — get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Mashvisor Assistant",
            instructions=(
                "You help users interact with Mashvisor. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Mashvisor"
        )
        print(result.final_output)

asyncio.run(main())

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 OpenAI Agents SDK auto-discovers all 10 tools from Mashvisor through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns — chain multiple agents where one queries Mashvisor, another analyzes results, and a third generates reports, all orchestrated through the Vinkius.

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 OpenAI Agents 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 OpenAI Agents SDK via MCP

Follow these steps to integrate the Mashvisor MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Mashvisor

Why Use OpenAI Agents SDK with the Mashvisor MCP Server

OpenAI Agents SDK provides unique advantages when paired with Mashvisor through the Model Context Protocol.

Native MCP integration via `MCPServerSse` — pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Mashvisor + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Mashvisor MCP Server delivers measurable value.

Automated workflows: build agents that query Mashvisor, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents — one queries Mashvisor, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Mashvisor tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Mashvisor to resolve tickets, look up records, and update statuses without human intervention

Mashvisor MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Mashvisor to OpenAI Agents 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 OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents 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 OpenAI Agents SDK

Common issues when connecting Mashvisor to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Mashvisor + OpenAI Agents SDK FAQ

Common questions about integrating Mashvisor MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.