MCP integrations for real estate agents.

The version of MCP integrations that real estate agencies still use a year after launch.

An AI agency, minus the theatre.

We say when AI is not the answer

Production first, demo second

You keep the hours, the data and the system

*Every engagement is scoped and quoted up front. Results vary by workflow and business.

Listing copy, buyer follow-ups and appraisal requests drafted fast, with personal information handled under the Privacy Act 2020.

Where most real estate agencies engagements actually deliver value.

Agents live on their phones between open homes, listing enquiries, and vendor updates that can't wait until Monday.

Lead response speed decides who gets the listing, and most agencies lose leads simply because nobody replied fast enough.

Built around how New Zealand works.

Connects AI to the systems you already run, like Xero, so it can look things up and act without copy and paste.

  • Xero, founded in New Zealand
  • Serious breaches get reported
  • An annual return every year

Less admin.
More weekend.
No theatre.

What MCP integrations covers

We'd call the engagement a success when real estate agencies are using the system without thinking about us.

  • Custom MCP servers for your CRM, ERP, or in-house tools
  • Permission-aware so AI only sees what each user can
  • Tool-call audit log for compliance
  • Works with Claude Desktop, ChatGPT, Cursor, and more
  • No AI theatre
  • No shelfware or licences you do not use

How Kiwi Dynamics works

We find the one workflow costing real estate agencies the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.

From one-person trades to national organisations, we find the hours :)

The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.

*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

Questions real estate agencies ask

Will this run on our own infrastructure?

Yes, where it makes sense. MCP integrations can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to MCP, Claude, TypeScript, Vercel but the architecture supports your existing platform choices.

When does MCP integrations actually pay back?

Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a real estate agency - so the savings start landing before the rest of the build is finished.

How do you price MCP integrations engagements?

Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most real estate agencies are surprised how small the first cheque is.

Does scheduling handle public holidays?

It should. New Zealand has 11 national public holidays, including Matariki, plus a regional anniversary day that depends on where your business is.

Can the AI run on New Zealand-hosted cloud?

Yes, the options now exist. Microsoft opened a New Zealand cloud region in December 2024 and AWS followed in September 2025, both with local data residency.

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