Mashvisor MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Mashvisor as an MCP tool provider through the Vinkius and every agent in the group can access live data and take action.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench
async def main():
# Your Vinkius token — get it at cloud.vinkius.com
async with McpWorkbench(
server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
transport="streamable_http",
) as workbench:
tools = await workbench.list_tools()
agent = AssistantAgent(
name="mashvisor_agent",
tools=tools,
system_message=(
"You help users with Mashvisor. "
"10 tools available."
),
)
print(f"Agent ready with {len(tools)} tools")
asyncio.run(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.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Mashvisor tools. Connect 10 tools through the Vinkius and assign role-based access — a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.
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 AutoGen 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 AutoGen via MCP
Follow these steps to integrate the Mashvisor MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 10 tools from Mashvisor automatically
Why Use AutoGen with the Mashvisor MCP Server
AutoGen provides unique advantages when paired with Mashvisor through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Mashvisor tools to solve complex tasks
Role-based architecture lets you assign Mashvisor tool access to specific agents — a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Mashvisor tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Mashvisor tool responses in an isolated environment
Mashvisor + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Mashvisor MCP Server delivers measurable value.
Collaborative analysis: one agent queries Mashvisor while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Mashvisor, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Mashvisor data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Mashvisor responses in a sandboxed execution environment
Mashvisor MCP Tools for AutoGen (10)
These 10 tools become available when you connect Mashvisor to AutoGen 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 AutoGen
Ready-to-use prompts you can give your AutoGen 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 AutoGen
Common issues when connecting Mashvisor to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Mashvisor + AutoGen FAQ
Common questions about integrating Mashvisor MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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 AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.