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brightplace Connect is brightplace’s public Model Context Protocol server for AI rental assistants. It gives supported AI clients access to brightplace apartment search, listing detail, tour availability, and tour request tools through one remote MCP endpoint: 
https://mcp.brightplace.ai/mcp

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What you can do

CapabilityTool
Search apartment listings with objective filterssearch_listings
Get full detail for one listingget_listing
Check available tour slotsget_tour_availability
Submit a tour requestbook_tour
brightplace Connect is built for renter-facing apartment search. It is not a general operator API, property-management API, or bulk data export.

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Tool results

Tool responses use a consistent envelope: 
{
  "ok": true,
  "data": {},
  "latency_ms": 42
}
Errors use the same envelope with an error object: 
{
  "ok": false,
  "error": {
    "error_code": "VALIDATION_ERROR",
    "message": "Tool input failed validation.",
    "details": {}
  },
  "latency_ms": 2
}
See Error Codes for the public error set.

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Renter data model

brightplace Connect does not persist general renter conversation memory. Calling agents own the transcript and pass structured tool arguments when a tool call needs them. The server stores only purpose-specific state needed for operation:
StateWhy it exists
MCP session idTransport continuity, audit ordering, and rate-limit scoping.
Audit entriesTool invocation records for monitoring and security review.
Booking requestsPrevents repeated active tour requests for the same renter email.

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Get started

  1. Add the remote MCP server URL in your AI client.
  2. If your client asks for authorization, complete the brightplace consent flow.
  3. Ask the client to use brightplace Connect for an apartment search.
  4. Review listing details, tour slots, and any tour request before acting on them.

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Supported clients

ClientStatus
ClaudeSupported for remote MCP connectors
ChatGPTSupported where custom MCP apps or connectors are available
Perplexity setup is not published yet. brightplace will add Perplexity guidance after remote MCP support is available for the intended user plans and verified against the production brightplace Connect endpoint.
ResourceURL
MCP endpointhttps://mcp.brightplace.ai/mcp
Fair Housing commitmenthttps://www.brightplace.ai/fair-housing
Privacy Policyhttps://www.brightplace.ai/privacy
Terms of Servicehttps://www.brightplace.ai/terms