Vinkius
Bridge Data Output

Supercharge your AI with Bridge Data Output. Analyze market data and property records instantly.

Claude Claude
ChatGPT ChatGPT
Cursor Cursor
Gemini Gemini
Windsurf Windsurf
VS Code VS Code
JetBrains JetBrains
Vercel Vercel
See Vinkius in Action

Works with every AI agent you already use

…and any MCP-compatible client

Bridge Data Output MCP on Cursor AI Code Editor MCP Client Bridge Data Output MCP on Claude Desktop App MCP Integration Bridge Data Output MCP on OpenAI Agents SDK MCP Compatible Bridge Data Output MCP on Visual Studio Code MCP Extension Client Bridge Data Output MCP on GitHub Copilot AI Agent MCP Integration Bridge Data Output MCP on Google Gemini AI MCP Integration Bridge Data Output MCP on Lovable AI Development MCP Client Bridge Data Output MCP on Mistral AI Agents MCP Compatible Bridge Data Output MCP on Amazon AWS Bedrock MCP Support

Connect to your AI in seconds.

Bridge Data Output gives your AI agent direct access to standardized commercial real estate data via the Bridge API. It lets you browse thousands of MLS listings, analyze detailed property metadata, and look up agent information using natural conversation.

Stop exporting CSVs; start asking questions.

What your AI can do

Get dataset metadata

Retrieves the technical schema information for a specific real estate dataset.

Get property

Gets detailed metadata and records for one specific property listing.

List data systems

Lists all the available real estate data systems (MLSs) you can access.

+ 7 more capabilities included
Identify available MLS sources

Lists every real estate data system (MLS) that can be queried for properties or agents.

Search listings by location and price

Filters property records based on a specific city or a defined minimum price range.

Get full details on one property

Retrieves deep metadata for a single listing, including its physical characteristics and historical values.

List associated agents and offices

Pulls names and records for real estate agents or the brokerage offices linked to a dataset.

Find listing media

Gathers links to high-resolution photos, virtual tours, and other media associated with properties.

Compatible AI Apps

OAuth 2.0 Compatible
Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
Vinkius runs on Zendesk Zendesk
+ any other MCP app
Included with Plan

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AI Agent

Bridge Data Output: 10 Tools Available

These tools let you systematically query real estate data by listing available systems, searching properties, retrieving details, and accessing associated media or agent records.

Make your AI actually useful.

Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.

Start using Bridge Data Output on Vinkius

Get Dataset Metadata

Retrieves the technical schema information for a specific real estate dataset.

Get Property

Gets detailed metadata and records for one specific property listing.

List Data Systems

Lists all the available real estate data systems (MLSs) you can access.

List Media

Retrieves links to photos, videos, and other media associated with a property...

List Members

Lists the real estate agents (members) connected to a specific data source.

List Offices

Retrieves records for brokerage offices associated with a dataset.

List Properties

Lists multiple properties from an entire specified data set.

List Recent Listings

Pulls records for properties that have been recently modified or updated in the...

Search Properties By City

Finds and lists all available properties within a specified city name.

Search Properties By Price

Filters for properties that fall above a specific minimum price threshold.

Connect to your AI in seconds. Security and governance baked right in.

Pick your AI client below to get set up. Just create a Vinkius account, subscribe, and you're instantly up and running. We handle the entire backend infrastructure, delivering out-of-the-box support for HTTPS Streamable, SSE, and OAuth2—zero messy routing required.

Claude AI

Claude AI

1

Open Claude Settings

Go to claude.ai, click your profile icon, then navigate to Customize → Connectors.

2

Add Custom Connector

Click the "+" button and select Add custom connector. Paste your Vinkius endpoint URL:

https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp

Replace [YOUR_TOKEN_HERE] with your token from cloud.vinkius.com. For OAuth-protected servers, expand Advanced settings to add credentials.

3

Start a conversation

Open a new chat. The Bridge Data Output integration is available immediately — no restart needed.

Choose How to Get Started

Build a custom MCP for your own tools, or connect a ready-made integration from our catalog.

Build Your Own

Turn any API into an MCP. Import a spec, define Agent Skills, or deploy with MCPFusion.

  • Import from OpenAPI, Swagger, or YAML specs
  • Create Agent Skills with progressive disclosure
  • Deploy to edge with MCPFusion framework
  • Built in DLP, auth, and compliance on every call
  • Real time usage dashboard and cost metering
  • Publish to catalog or keep private
Start building

Make Your AI Do More

Start with Bridge Data Output, then connect any of our 5,000+ other servers whenever your AI needs more. One click, no limits.

  • Use this MCP plus 5,000+ others, all in one place
  • Add new capabilities to your AI anytime you want
  • Every connection is secured and compliant automatically
  • Track usage and costs across all your servers
  • Works with Claude, ChatGPT, Cursor, and more
  • New servers added to the catalog every week
Bridge Data Output MCP server cover

Independent Platform Disclaimer: Vinkius is an independent platform and is not affiliated with, endorsed by, sponsored by, verified by, or otherwise authorized by Bridge Data Output. All third-party trademarks, logos, and brand names are the property of their respective owners. Their use on this website is strictly for informational purposes to identify service compatibility and interoperability.

VINKIUS INFRASTRUCTURE

Cloud Hosted

Managed infra

V8 Isolated

Sandboxed per request

Zero-Trust Proxy

No stored credentials

DLP Enforced

Policy on every call

GDPR Compliant

EU data residency

Token Compression

~60% cost reduction

Your data is protected. See how we built it.

Works with Claude, ChatGPT, Cursor, and more

The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.

This connection provides 10 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.

The Problem: Manual Market Research Is Exhausting

Today, analyzing a market requires juggling multiple tabs. You start by pulling raw listings from one platform, then opening another dashboard to check agent availability, and finally exporting the whole mess just to run some simple price filters in Excel. It's slow, tedious copy-pasting across dozens of screens.

With this MCP, you talk to your AI client like it’s a research assistant who already knows where all the files are. You ask for 'properties over $1M near Brickell,' and it gathers everything—listings, agent info, and even photos via `list_media`—and gives you one clean answer.

Listing Records: The Bridge Data Output MCP Gives You Immediate Access

Before this, getting full property records meant logging into the database portal, navigating through filters for location and date, and then manually requesting detailed metadata. It was a multi-step, click-heavy process designed for people who weren't using AI.

Now, you just ask your agent to 'get details for property key 123.' The entire data retrieval lifecycle—from initial search to final detail pull—happens instantly within the conversation flow. You get clean, structured answers every time.

What your AI can actually do with this

Need market intel but hate dashboard exports? This MCP connects your AI client straight into a massive pool of real estate data. You can run deep research workflows—from checking local market trends to analyzing specific property details—all without ever touching an API key or writing complex queries yourself. Your agent handles the heavy lifting.

Need to see what MLS datasets are available in your area? Just ask. Want to find properties above a certain price point, or track recent listings? It's all there. When you connect this MCP through Vinkius, you give your AI client immediate access to professional-grade data systems, letting you focus on the analysis, not the plumbing.

Built · Hosted · Managed by Vinkius Bridge Data Output MCP - Real Estate Listings & Agent Data
Server ID 019d7563-40c9-7041-8742-37386d232486
Vinkius Inspector
Compliance Grade A+
Score 100/100
Vinkius Inspector Badge — Score 100/100

Questions you might have

How do I start accessing listings with Bridge Data Output MCP? +

You need to subscribe and provide your Bridge Server Token first. Then, just ask your AI client for what you want; the agent handles connecting the token automatically.

Can I find all available MLS sources using list_data_systems? +

Yes, running list_data_systems gives you a comprehensive inventory of every data system your application has access to. This is the best place to start if you don't know what data exists.

What information does get_property retrieve? +

Running get_property pulls deep, specific metadata for a single listing. It includes physical characteristics and historical values beyond just the basic price and address.

How do I search properties by city using Bridge Data Output MCP? +

You use the dedicated search_properties_by_city tool. Just tell your agent which city you're interested in, and it handles the filtering for you.

Is list_members useful for a developer? +

Yes, developers use list_members to test data structures by pulling real estate agents associated with known datasets. It verifies that agent records are structured correctly.

What does get_dataset_metadata show me about a dataset's structure? +

It returns the full schema, detailing every field available in that specific MLS. You can use this first to write precise queries without having to guess column names or data types.

If I have a property ID, how do I find all associated media using list_media? +

It provides direct links to high-resolution photos and virtual tour assets. This is critical for building comprehensive listing pages that include rich visual content.

What information does list_recent_listings provide for market monitoring? +

This tool lists properties that have been modified most recently across the dataset. It helps analysts track quick price changes or new listing additions in a specific area over time.

Can I filter listings by a specific price range? +

Yes! Use the search_properties_by_price tool and provide the minimum price. You can also use the list_properties tool with a custom OData $filter for more complex criteria.

How do I see which MLS datasets I have access to? +

Simply ask the agent to list_data_systems. It will return a list of all data sources currently enabled for your server token.

Does the integration provide access to property photos? +

Yes. Use the list_media tool with the Dataset ID. It will retrieve the media associated with the properties, providing URLs for images and virtual tours.

Built & Managed by Vinkius 30s setup 10 tools

We've already built the connector for Bridge Data Output. Just plug in your AI agents and start using Vinkius.

No hosting. No infrastructure. No complex setup.
All 10 tools are live and waiting. You're up and running in seconds.

Vinkius runs on Claude Claude
Vinkius runs on ChatGPT ChatGPT
Vinkius runs on Cursor Cursor
Vinkius runs on Gemini Gemini
Vinkius runs on Windsurf Windsurf
Vinkius runs on VS Code VS Code
Vinkius runs on JetBrains JetBrains
Vinkius runs on Vercel Vercel
+ other MCP clients

Vinkius gives your AI agents access to the full catalog of app connectors, all fully managed, secure, and enterprise-ready. One subscription, every tool you need.

Zero hosting required Full MCP catalog included Enterprise-grade security Auto-updated by Vinkius

Built, hosted, and secured by Vinkius. You just connect and go.