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What is MCP?

MCP (Model Context Protocol) is an open standard that lets AI assistants — Claude, ChatGPT, Cursor, Gemini and others — talk to your data through a single unified interface. Instead of copy-pasting property specs into a chat, the assistant queries Majarrah directly and reasons on live data.

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What Majarrah’s MCP server gives you

Search real inventory

Ask Claude “find me a 3-bedroom villa under 2M in Riyadh” and it queries the live listing catalog.

Get AI verdicts

Trigger a Majarrah decision on any listing without opening the app.

Manage as a broker

Create listings, respond to inquiries, update leads — all from the assistant.

Run your developer widget

Read visitor conversations, update the knowledge base, publish new projects.

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Who it’s for

  • Buyers and investors who want an assistant with real market data
  • Brokers who want to manage their workspace from a chat interface
  • Developers who want to integrate the widget inbox with their AI workflows
  • Agencies building custom AI apps on top of Majarrah’s decision engine

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How it works

Majarrah runs an MCP server at https://api.majarrah.io/mcp. Any MCP-capable client connects to it, authenticates as you (OAuth), and gets access to a set of tools scoped to your role — buyer, broker, developer, admin, or any combination. The available tools are dynamically generated from your role:
  • A pure buyer sees search + inquiry + booking tools
  • A broker also sees property management + CRM tools
  • A developer sees project + widget + KB tools
  • Every session gets whoami and ping for basics
Everything Majarrah shows you in the UI is available via MCP. Nothing more. Your assistant cannot see other users’ data, cannot bypass moderation, and cannot spend credits you don’t have.

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Get started

Connect Claude

Add Majarrah as a connector in Claude Desktop or claude.ai and start using it in one minute.