Use Bridge Data Output with your AI.
Connect your account once and let the AI you already use work with it, without building another integration. Access standardized real estate data via the Bridge API. browse MLS listings, property details, and agent info directly from any AI agent.
Developed, maintained, and hosted by Vinkius.
MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED
Waiting for input…
Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.
Complete set · 10 capabilities
The complete Bridge Data Output capability set.
These are the exact actions your AI can choose when you ask it to work with Bridge Data Output.
01-04
4 capabilities in this set.
Part of 10 available through Bridge Data Output.
- 01
Get dataset metadata
Get schema metadata for a specific dataset
- 02
Get property
Get details of a specific property
- 03
List data systems
List all available real estate data systems (MLSs)
- 04
List media
List media (photos/videos) from a dataset
05-07
3 capabilities in this set.
Part of 10 available through Bridge Data Output.
- 05
List properties
List properties from a specific dataset
- 06
Search properties by city
Search for properties in a specific city
- 07
Search properties by price
Search for properties above a specific price
08-10
3 capabilities in this set.
Part of 10 available through Bridge Data Output.
- 08
List members
List real estate agents (members) from a dataset
- 09
List offices
List real estate offices from a dataset
- 10
List recent listings
List the most recently modified properties
Observed, not estimated
865ms average. Fast in production.
Bridge Data Output is checked daily against the live service.
- Fastest day
- 761ms
- Slowest day
- 1084ms
- 14-day trend
- Improving-10%
Connect your client
One URL. Every client.
Activate the Connector, copy your link, and paste it into the client you already use. 10 capabilities arrive ready to run.
Preview access · not provider authentication
The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Bridge Data Output, so you can see the experience inside your AI.
It does not authenticate your account with Bridge Data Output. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.
Bridge Data Output Connector
You're all set. Choose your MCP client and follow the setup instructions.
https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcpClaude Desktop
Follow the steps below to connect in seconds.
- 1In Claude Desktop, open Settings → Connectors.
- 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
- 3Click Add and start a new chat — Bridge Data Output capabilities are ready to use.
{
"mcpServers": {
"bridge-data-output-mcp": {
"url": "https://edge.vinkius.com/vk_preview_WbJVElapjQuhCwxru3rxMquXYjRgjMmt7bC6extN/mcp"
}
}
}
Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline
Step-by-step instructions for each client are in the guide. How to connect
FAQ
Questions Bridge Data Output owners ask.
- 01
Can I filter listings by a specific price range?
Yes! Use the search_properties_by_price capability and provide the minimum price. You can also use the list_properties capability with a custom OData $filter for more complex criteria.
- 02
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.
- 03
Does the integration provide access to property photos?
Yes. Use the list_media capability with the Dataset ID. It will retrieve the media associated with the properties, providing URLs for images and virtual tours.
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